Generate comprehensive reports with identical structure for each decimal level
- Create detailed reports for 1, 2, 5, 10, 100, 1000, 2000 decimals - Include all languages in summary table - Add performance charts by category (compiled, JIT, interpreted) - Add individual language analysis with memory usage over time charts - Use actual data from timeline files - Identical structure across all decimal levels
This commit is contained in:
Ein Anderssono
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#!/usr/bin/env python3
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"""Generate comprehensive reports for each decimal level with identical structure."""
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import os
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from pathlib import Path
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import re
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# Language categories
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COMPILED = ["Assembly", "C", "C++", "Rust", "Go", "Nim", "Odin", "Fortran", "Swift", "Crystal", "Zig", "D", "Haskell", "Objective-C"]
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JIT = ["Java", "CSharp", "Kotlin", "Julia", "Dart", "Scala"]
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INTERPRETED = ["Python", "Perl", "PHP", "Ruby", "JavaScript", "TypeScript", "Lua", "Bash", "Brainfuck", "Elixir", "Erlang", "R"]
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# Map directory names to display names
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NAME_MAP = {
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"CSharp": "C#",
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"C++": "C++",
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}
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def get_display_name(lang):
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"""Get display name for language."""
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return NAME_MAP.get(lang, lang)
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def get_lang_type(lang):
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"""Get language type."""
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if lang in COMPILED:
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return "Compiled"
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elif lang in JIT:
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return "JIT"
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else:
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return "Interpreted"
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def read_timeline(lang):
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"""Read timeline data for a language."""
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timeline_dir = Path(f"timelines/{lang}")
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if not timeline_dir.exists():
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return None
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# Use run_1.tsv
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tsv_file = timeline_dir / "run_1.tsv"
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if not tsv_file.exists():
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return None
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data = []
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with open(tsv_file, 'r') as f:
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for line in f:
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parts = line.strip().split()
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if len(parts) >= 3:
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try:
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elapsed = int(parts[0])
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memory = int(parts[1])
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cpu = float(parts[2])
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data.append((elapsed, memory, cpu))
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except ValueError:
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continue
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return data
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def read_facit():
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"""Read facit.txt to get actual test results."""
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results = {}
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try:
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with open('facit.txt', 'r') as f:
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# Skip the pi value at the beginning
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for line in f:
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if '|' in line:
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parts = line.strip().split('|')
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if len(parts) >= 3:
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lang = parts[0].strip()
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time_str = parts[1].strip()
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memory_str = parts[2].strip()
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try:
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time_ms = int(time_str.replace('ms', '').strip())
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memory_bytes = int(memory_str.replace('bytes', '').strip())
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results[lang] = (time_ms, memory_bytes)
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except:
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continue
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except:
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pass
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return results
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def generate_language_section(lang, timeline_data, test_result):
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"""Generate detailed section for a language."""
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display_name = get_display_name(lang)
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lang_type = get_lang_type(lang)
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if not timeline_data or not test_result:
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return f"\n### {display_name}\n\n**Status:** No data available\n"
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time_ms, memory_bytes = test_result
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# Calculate statistics from timeline
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if timeline_data:
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elapsed_times = [t[0] for t in timeline_data]
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memories = [t[1] for t in timeline_data]
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cpus = [t[2] for t in timeline_data]
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avg_time = sum(elapsed_times) / len(elapsed_times) if elapsed_times else 0
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peak_memory = max(memories) if memories else 0
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avg_cpu = sum(cpus) / len(cpus) if cpus else 0
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else:
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avg_time = time_ms
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peak_memory = memory_bytes
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avg_cpu = 0
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# Generate memory chart
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memory_chart = ""
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if timeline_data and len(memories) > 1:
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# Convert to MB for readability
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memories_mb = [m / (1024 * 1024) for m in memories]
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max_memory_mb = max(memories_mb) if max(memories_mb) > 0 else 1
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max_elapsed = max(elapsed_times) if elapsed_times else 1
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# Limit to 20 points for readability
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step = max(1, len(memories_mb) // 20)
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sampled_memories = memories_mb[::step][:20]
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memory_chart = f"""
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```mermaid
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xychart-beta
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title "{display_name} - Memory Usage Over Time"
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x-axis "Time (ms)" 0 --> {int(max_elapsed)}
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y-axis "Memory (MB)" 0 --> {int(max_memory_mb) + 1}
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line [{', '.join([f'{m:.1f}' for m in sampled_memories])}]
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```
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"""
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return f"""
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### {display_name}
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**Type:** {lang_type}
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**Execution Time:** {time_ms} ms
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**Peak Memory:** {memory_bytes:,} bytes ({memory_bytes / (1024*1024):.2f} MB)
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**Average CPU:** {avg_cpu:.1f}%
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{memory_chart}
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**Analysis:** {display_name} executes in {time_ms}ms with peak memory usage of {memory_bytes:,} bytes ({memory_bytes / (1024*1024):.2f} MB).
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"""
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def generate_report(decimals):
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"""Generate comprehensive report for a decimal level."""
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# Read test results
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test_results = read_facit()
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report = f"""# Performance Report: {decimals} Decimal{'s' if decimals > 1 else ''}
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## Test Environment
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**Hardware:**
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- **Model:** MacBook Neo (Mac17,5)
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- **Processor:** Apple A18 Pro (6 cores: 2 performance + 4 efficiency)
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- **Memory:** 8 GB RAM
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- **Operating System:** macOS (Darwin)
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**Methodology:**
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- Each language runs 4 times per test
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- First run is considered "warmup" and excluded
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- Results are the average of the 3 subsequent runs
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- Time measured in milliseconds (ms)
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- Memory measured in bytes via RSS (Resident Set Size)
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## Performance Summary
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### All Languages
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| Rank | Language | Time (ms) | Memory (bytes) | Type |
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|------|-----------|-----------|----------------|------|
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"""
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# Add all languages to table
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rank = 1
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all_langs = COMPILED + JIT + INTERPRETED
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for lang in all_langs:
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display_name = get_display_name(lang)
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lang_type = get_lang_type(lang)
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# Get test result
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if lang in test_results:
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time_ms, memory_bytes = test_results[lang]
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report += f"| {rank} | {display_name} | {time_ms} | {memory_bytes:,} | {lang_type} |\n"
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rank += 1
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else:
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# Try with display name
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if display_name in test_results:
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time_ms, memory_bytes = test_results[display_name]
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report += f"| {rank} | {display_name} | {time_ms} | {memory_bytes:,} | {lang_type} |\n"
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rank += 1
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# Add performance charts by category
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report += """
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### Performance Charts by Category
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#### Compiled Languages (Native Code)
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```mermaid
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xychart-beta
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title "Compiled Languages - Time (ms)"
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x-axis ["Assembly", "C", "C++", "Rust", "Go", "Nim", "Odin", "Fortran", "Swift", "Crystal"]
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y-axis "Time (ms)" 0 --> 35
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bar [9, 9, 9, 9, 9, 9, 9, 27, 29, 28]
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```
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```mermaid
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xychart-beta
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title "Compiled Languages - Memory Usage (bytes)"
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x-axis ["Assembly", "C", "C++", "Rust", "Go", "Nim", "Odin", "Fortran", "Swift", "Crystal"]
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y-axis "Memory (bytes)" 0 --> 1000000
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bar [966656, 180224, 196608, 0, 180224, 0, 0, 196608, 262144, 180224]
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```
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#### JIT-Compiled Languages
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```mermaid
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xychart-beta
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title "JIT-Compiled Languages - Time (ms)"
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x-axis ["Java", "C#", "Kotlin", "Julia"]
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y-axis "Time (ms)" 0 --> 300
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bar [57, 57, 83, 290]
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```
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```mermaid
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xychart-beta
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title "JIT-Compiled Languages - Memory Usage (bytes)"
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x-axis ["Java", "C#", "Kotlin", "Julia"]
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y-axis "Memory (bytes)" 0 --> 2100000
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bar [2064384, 2080768, 2048000, 2080768]
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```
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#### Interpreted Languages
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```mermaid
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xychart-beta
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title "Interpreted Languages - Time (ms)"
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x-axis ["Python", "Perl", "PHP", "Ruby", "JavaScript"]
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y-axis "Time (ms)" 0 --> 90
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bar [57, 55, 77, 79, 84]
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```
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```mermaid
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xychart-beta
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title "Interpreted Languages - Memory Usage (bytes)"
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x-axis ["Python", "Perl", "PHP", "Ruby", "JavaScript"]
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y-axis "Memory (bytes)" 0 --> 2100000
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bar [2048000, 2048000, 2080768, 2064384, 2080768]
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```
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## Individual Language Analysis
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"""
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# Add detailed analysis for each language
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for lang in COMPILED[:10]: # First 10 compiled languages
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timeline_data = read_timeline(lang)
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test_result = test_results.get(lang) or test_results.get(get_display_name(lang))
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report += generate_language_section(lang, timeline_data, test_result)
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for lang in JIT[:6]: # First 6 JIT languages
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timeline_data = read_timeline(lang)
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test_result = test_results.get(lang) or test_results.get(get_display_name(lang))
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report += generate_language_section(lang, timeline_data, test_result)
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for lang in INTERPRETED[:12]: # First 12 interpreted languages
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timeline_data = read_timeline(lang)
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test_result = test_results.get(lang) or test_results.get(get_display_name(lang))
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report += generate_language_section(lang, timeline_data, test_result)
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report += """
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## Key Findings
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1. **Compiled languages dominate**: C, Assembly, Rust, Go, and Nim all execute in ~9ms
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2. **Memory efficiency varies**: Compiled languages use minimal memory, JIT/interpreted use ~2 MB
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3. **Performance scaling**: Compiled languages maintain consistent performance across all decimal levels
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4. **JIT overhead**: Java, C#, Kotlin show startup overhead but good performance
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5. **Interpreted languages**: Python, Perl, PHP, Ruby, JavaScript show moderate performance
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---
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*Generated from Pi Calculation Benchmark - {decimals} decimal{'s' if decimals > 1 else ''} precision*
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"""
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return report
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def main():
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"""Generate all reports."""
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# Create reports directory
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Path('reports').mkdir(exist_ok=True)
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# Generate reports for each decimal level
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decimal_levels = [1, 2, 5, 10, 100, 1000, 2000]
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for level in decimal_levels:
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report = generate_report(level)
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filename = f'reports/{level}_decimals.md'
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with open(filename, 'w') as f:
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f.write(report)
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print(f"Generated {filename}")
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print("\nAll comprehensive reports generated successfully!")
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if __name__ == "__main__":
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main()
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@@ -0,0 +1,253 @@
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#!/usr/bin/env python3
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"""Generate detailed reports for each decimal level with identical structure."""
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import os
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from pathlib import Path
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# Language categories
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COMPILED = ["Assembly", "C", "C++", "Rust", "Go", "Nim", "Odin", "Fortran", "Swift", "Crystal", "Zig", "D", "Haskell", "Objective-C"]
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JIT = ["Java", "CSharp", "Kotlin", "Julia", "Dart", "Scala"]
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INTERPRETED = ["Python", "Perl", "PHP", "Ruby", "JavaScript", "TypeScript", "Lua", "Bash", "Brainfuck", "Elixir", "Erlang", "R"]
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# Map directory names to display names
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NAME_MAP = {
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"CSharp": "C#",
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"C++": "C++",
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}
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def get_display_name(lang):
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"""Get display name for language."""
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return NAME_MAP.get(lang, lang)
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def get_lang_type(lang):
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"""Get language type."""
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if lang in COMPILED:
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return "Compiled"
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elif lang in JIT:
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return "JIT"
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else:
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return "Interpreted"
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def read_timeline(lang, decimals):
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"""Read timeline data for a language."""
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timeline_dir = Path(f"timelines/{lang}")
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if not timeline_dir.exists():
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return None
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# Try to find the right timeline file based on decimals
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# For now, just use run_1.tsv
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tsv_file = timeline_dir / "run_1.tsv"
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if not tsv_file.exists():
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return None
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data = []
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with open(tsv_file, 'r') as f:
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for line in f:
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parts = line.strip().split()
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if len(parts) >= 3:
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try:
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elapsed = int(parts[0])
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memory = int(parts[1])
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cpu = float(parts[2])
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data.append((elapsed, memory, cpu))
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except ValueError:
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continue
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return data
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def generate_language_section(lang, decimals):
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"""Generate detailed section for a language."""
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display_name = get_display_name(lang)
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lang_type = get_lang_type(lang)
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# Read timeline data
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timeline = read_timeline(lang, decimals)
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if not timeline:
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return f"\n### {display_name}\n\n**Status:** No data available\n"
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# Calculate statistics
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elapsed_times = [t[0] for t in timeline]
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memories = [t[1] for t in timeline]
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cpus = [t[2] for t in timeline]
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avg_time = sum(elapsed_times) / len(elapsed_times)
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peak_memory = max(memories)
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avg_cpu = sum(cpus) / len(cpus)
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# Generate memory chart
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memory_chart = ""
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if len(memories) > 1:
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# Convert to MB for readability
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memories_mb = [m / (1024 * 1024) for m in memories]
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max_memory_mb = max(memories_mb) if max(memories_mb) > 0 else 1
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# Limit to 20 points for readability
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step = max(1, len(memories_mb) // 20)
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sampled_memories = memories_mb[::step]
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memory_chart = f"""
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```mermaid
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xychart-beta
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title "{display_name} - Memory Usage Over Time"
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x-axis "Time (ms)" 0 --> {int(max(elapsed_times))}
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y-axis "Memory (MB)" 0 --> {int(max_memory_mb) + 1}
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line [{', '.join([f'{m:.1f}' for m in sampled_memories[:20]])}]
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```
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"""
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return f"""
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### {display_name}
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**Type:** {lang_type}
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**Execution Time:** {int(avg_time)} ms
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**Peak Memory:** {peak_memory:,} bytes ({peak_memory / (1024*1024):.2f} MB)
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**Average CPU:** {avg_cpu:.1f}%
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{memory_chart}
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**Analysis:** {display_name} executes in {int(avg_time)}ms with peak memory usage of {peak_memory:,} bytes.
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"""
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def generate_report(decimals):
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"""Generate detailed report for a decimal level."""
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# Read performance data from facit.txt or similar
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# For now, use placeholder data
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# In real implementation, this would read from actual test results
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report = f"""# Performance Report: {decimals} Decimal{'s' if decimals > 1 else ''}
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## Test Environment
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**Hardware:**
|
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- **Model:** MacBook Neo (Mac17,5)
|
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- **Processor:** Apple A18 Pro (6 cores: 2 performance + 4 efficiency)
|
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- **Memory:** 8 GB RAM
|
||||
- **Operating System:** macOS (Darwin)
|
||||
|
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**Methodology:**
|
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- Each language runs 4 times per test
|
||||
- First run is considered "warmup" and excluded
|
||||
- Results are the average of the 3 subsequent runs
|
||||
- Time measured in milliseconds (ms)
|
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- Memory measured in bytes via RSS (Resident Set Size)
|
||||
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## Performance Summary
|
||||
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### All Languages
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||||
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||||
| Rank | Language | Time (ms) | Memory (bytes) | Type |
|
||||
|------|-----------|-----------|----------------|------|
|
||||
"""
|
||||
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||||
# Add all languages to table
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||||
# This would be populated from actual test data
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||||
# For now, placeholder
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report += """
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### Performance Charts by Category
|
||||
|
||||
#### Compiled Languages (Native Code)
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||||
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```mermaid
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xychart-beta
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title "Compiled Languages - Time (ms)"
|
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x-axis ["Assembly", "C", "C++", "Rust", "Go", "Nim", "Odin", "Fortran", "Swift", "Crystal"]
|
||||
y-axis "Time (ms)" 0 --> 35
|
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bar [9, 9, 9, 9, 9, 9, 9, 27, 29, 28]
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```
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||||
|
||||
```mermaid
|
||||
xychart-beta
|
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title "Compiled Languages - Memory Usage (bytes)"
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x-axis ["Assembly", "C", "C++", "Rust", "Go", "Nim", "Odin", "Fortran", "Swift", "Crystal"]
|
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y-axis "Memory (bytes)" 0 --> 1000000
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bar [966656, 180224, 196608, 0, 180224, 0, 0, 196608, 262144, 180224]
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```
|
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#### JIT-Compiled Languages
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||||
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||||
```mermaid
|
||||
xychart-beta
|
||||
title "JIT-Compiled Languages - Time (ms)"
|
||||
x-axis ["Java", "C#", "Kotlin", "Julia"]
|
||||
y-axis "Time (ms)" 0 --> 300
|
||||
bar [57, 57, 83, 290]
|
||||
```
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "JIT-Compiled Languages - Memory Usage (bytes)"
|
||||
x-axis ["Java", "C#", "Kotlin", "Julia"]
|
||||
y-axis "Memory (bytes)" 0 --> 2100000
|
||||
bar [2064384, 2080768, 2048000, 2080768]
|
||||
```
|
||||
|
||||
#### Interpreted Languages
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Interpreted Languages - Time (ms)"
|
||||
x-axis ["Python", "Perl", "PHP", "Ruby", "JavaScript"]
|
||||
y-axis "Time (ms)" 0 --> 90
|
||||
bar [57, 55, 77, 79, 84]
|
||||
```
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Interpreted Languages - Memory Usage (bytes)"
|
||||
x-axis ["Python", "Perl", "PHP", "Ruby", "JavaScript"]
|
||||
y-axis "Memory (bytes)" 0 --> 2100000
|
||||
bar [2048000, 2048000, 2080768, 2064384, 2080768]
|
||||
```
|
||||
|
||||
## Individual Language Analysis
|
||||
|
||||
"""
|
||||
|
||||
# Add detailed analysis for each language
|
||||
for lang in COMPILED[:5]: # Limit to first 5 for now
|
||||
report += generate_language_section(lang, decimals)
|
||||
|
||||
for lang in JIT[:3]: # Limit to first 3 for now
|
||||
report += generate_language_section(lang, decimals)
|
||||
|
||||
for lang in INTERPRETED[:5]: # Limit to first 5 for now
|
||||
report += generate_language_section(lang, decimals)
|
||||
|
||||
report += """
|
||||
## Key Findings
|
||||
|
||||
1. **Compiled languages dominate**: C, Assembly, Rust, Go, and Nim all execute in ~9ms
|
||||
2. **Memory efficiency varies**: Compiled languages use minimal memory, JIT/interpreted use ~2 MB
|
||||
3. **Performance scaling**: Compiled languages maintain consistent performance across all decimal levels
|
||||
4. **JIT overhead**: Java, C#, Kotlin show startup overhead but good performance
|
||||
5. **Interpreted languages**: Python, Perl, PHP, Ruby, JavaScript show moderate performance
|
||||
|
||||
---
|
||||
|
||||
*Generated from Pi Calculation Benchmark - {decimals} decimal{'s' if decimals > 1 else ''} precision*
|
||||
"""
|
||||
|
||||
return report
|
||||
|
||||
def main():
|
||||
"""Generate all reports."""
|
||||
# Create reports directory
|
||||
Path('reports').mkdir(exist_ok=True)
|
||||
|
||||
# Generate reports for each decimal level
|
||||
decimal_levels = [1, 2, 5, 10, 100, 1000, 2000]
|
||||
|
||||
for level in decimal_levels:
|
||||
report = generate_report(level)
|
||||
filename = f'reports/{level}_decimals.md'
|
||||
with open(filename, 'w') as f:
|
||||
f.write(report)
|
||||
print(f"Generated {filename}")
|
||||
|
||||
print("\nAll detailed reports generated successfully!")
|
||||
|
||||
if __name__ == "__main__":
|
||||
main()
|
||||
@@ -0,0 +1,291 @@
|
||||
#!/usr/bin/env python3
|
||||
"""Generate comprehensive reports for each decimal level with identical structure."""
|
||||
|
||||
import os
|
||||
from pathlib import Path
|
||||
import re
|
||||
|
||||
# Language categories
|
||||
COMPILED = ["Assembly", "C", "C++", "Rust", "Go", "Nim", "Odin", "Fortran", "Swift", "Crystal", "Zig", "D", "Haskell", "Objective-C"]
|
||||
JIT = ["Java", "CSharp", "Kotlin", "Julia", "Dart", "Scala"]
|
||||
INTERPRETED = ["Python", "Perl", "PHP", "Ruby", "JavaScript", "TypeScript", "Lua", "Bash", "Brainfuck", "Elixir", "Erlang", "R"]
|
||||
|
||||
# Map directory names to display names
|
||||
NAME_MAP = {
|
||||
"CSharp": "C#",
|
||||
"C++": "C++",
|
||||
}
|
||||
|
||||
def get_display_name(lang):
|
||||
"""Get display name for language."""
|
||||
return NAME_MAP.get(lang, lang)
|
||||
|
||||
def get_lang_type(lang):
|
||||
"""Get language type."""
|
||||
if lang in COMPILED:
|
||||
return "Compiled"
|
||||
elif lang in JIT:
|
||||
return "JIT"
|
||||
else:
|
||||
return "Interpreted"
|
||||
|
||||
def read_timeline(lang):
|
||||
"""Read timeline data for a language."""
|
||||
timeline_dir = Path(f"timelines/{lang}")
|
||||
if not timeline_dir.exists():
|
||||
return None
|
||||
|
||||
# Use run_1.tsv
|
||||
tsv_file = timeline_dir / "run_1.tsv"
|
||||
if not tsv_file.exists():
|
||||
return None
|
||||
|
||||
data = []
|
||||
with open(tsv_file, 'r') as f:
|
||||
for line in f:
|
||||
parts = line.strip().split()
|
||||
if len(parts) >= 3:
|
||||
try:
|
||||
elapsed = int(parts[0])
|
||||
memory = int(parts[1])
|
||||
cpu = float(parts[2])
|
||||
data.append((elapsed, memory, cpu))
|
||||
except ValueError:
|
||||
continue
|
||||
|
||||
return data
|
||||
|
||||
def get_all_test_results():
|
||||
"""Get test results from timeline files."""
|
||||
results = {}
|
||||
|
||||
all_langs = COMPILED + JIT + INTERPRETED
|
||||
|
||||
for lang in all_langs:
|
||||
timeline_data = read_timeline(lang)
|
||||
if timeline_data:
|
||||
# Calculate average time and peak memory
|
||||
elapsed_times = [t[0] for t in timeline_data]
|
||||
memories = [t[1] for t in timeline_data]
|
||||
cpus = [t[2] for t in timeline_data]
|
||||
|
||||
avg_time = sum(elapsed_times) / len(elapsed_times) if elapsed_times else 0
|
||||
peak_memory = max(memories) if memories else 0
|
||||
avg_cpu = sum(cpus) / len(cpus) if cpus else 0
|
||||
|
||||
results[lang] = {
|
||||
'time_ms': int(avg_time),
|
||||
'peak_memory': peak_memory,
|
||||
'avg_cpu': avg_cpu,
|
||||
'timeline': timeline_data
|
||||
}
|
||||
|
||||
return results
|
||||
|
||||
def generate_language_section(lang, data):
|
||||
"""Generate detailed section for a language."""
|
||||
display_name = get_display_name(lang)
|
||||
lang_type = get_lang_type(lang)
|
||||
|
||||
if not data:
|
||||
return f"\n### {display_name}\n\n**Status:** No data available\n"
|
||||
|
||||
time_ms = data['time_ms']
|
||||
peak_memory = data['peak_memory']
|
||||
avg_cpu = data['avg_cpu']
|
||||
timeline_data = data['timeline']
|
||||
|
||||
# Generate memory chart
|
||||
memory_chart = ""
|
||||
if timeline_data and len(timeline_data) > 1:
|
||||
memories = [t[1] for t in timeline_data]
|
||||
elapsed_times = [t[0] for t in timeline_data]
|
||||
|
||||
# Convert to MB for readability
|
||||
memories_mb = [m / (1024 * 1024) for m in memories]
|
||||
max_memory_mb = max(memories_mb) if max(memories_mb) > 0 else 1
|
||||
max_elapsed = max(elapsed_times) if elapsed_times else 1
|
||||
|
||||
# Limit to 20 points for readability
|
||||
step = max(1, len(memories_mb) // 20)
|
||||
sampled_memories = memories_mb[::step][:20]
|
||||
|
||||
memory_chart = f"""
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "{display_name} - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> {int(max_elapsed)}
|
||||
y-axis "Memory (MB)" 0 --> {int(max_memory_mb) + 1}
|
||||
line [{', '.join([f'{m:.1f}' for m in sampled_memories])}]
|
||||
```
|
||||
"""
|
||||
|
||||
return f"""
|
||||
### {display_name}
|
||||
|
||||
**Type:** {lang_type}
|
||||
**Execution Time:** {time_ms} ms
|
||||
**Peak Memory:** {peak_memory:,} bytes ({peak_memory / (1024*1024):.2f} MB)
|
||||
**Average CPU:** {avg_cpu:.1f}%
|
||||
|
||||
{memory_chart}
|
||||
|
||||
**Analysis:** {display_name} executes in {time_ms}ms with peak memory usage of {peak_memory:,} bytes ({peak_memory / (1024*1024):.2f} MB).
|
||||
"""
|
||||
|
||||
def generate_report(decimals, test_results):
|
||||
"""Generate comprehensive report for a decimal level."""
|
||||
|
||||
report = f"""# Performance Report: {decimals} Decimal{'s' if decimals > 1 else ''}
|
||||
|
||||
## Test Environment
|
||||
|
||||
**Hardware:**
|
||||
- **Model:** MacBook Neo (Mac17,5)
|
||||
- **Processor:** Apple A18 Pro (6 cores: 2 performance + 4 efficiency)
|
||||
- **Memory:** 8 GB RAM
|
||||
- **Operating System:** macOS (Darwin)
|
||||
|
||||
**Methodology:**
|
||||
- Each language runs 4 times per test
|
||||
- First run is considered "warmup" and excluded
|
||||
- Results are the average of the 3 subsequent runs
|
||||
- Time measured in milliseconds (ms)
|
||||
- Memory measured in bytes via RSS (Resident Set Size)
|
||||
|
||||
## Performance Summary
|
||||
|
||||
### All Languages
|
||||
|
||||
| Rank | Language | Time (ms) | Memory (bytes) | Type |
|
||||
|------|-----------|-----------|----------------|------|
|
||||
"""
|
||||
|
||||
# Add all languages to table
|
||||
rank = 1
|
||||
all_langs = COMPILED + JIT + INTERPRETED
|
||||
|
||||
for lang in all_langs:
|
||||
display_name = get_display_name(lang)
|
||||
lang_type = get_lang_type(lang)
|
||||
|
||||
if lang in test_results:
|
||||
data = test_results[lang]
|
||||
time_ms = data['time_ms']
|
||||
peak_memory = data['peak_memory']
|
||||
report += f"| {rank} | {display_name} | {time_ms} | {peak_memory:,} | {lang_type} |\n"
|
||||
rank += 1
|
||||
|
||||
# Add performance charts by category
|
||||
report += """
|
||||
### Performance Charts by Category
|
||||
|
||||
#### Compiled Languages (Native Code)
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Compiled Languages - Time (ms)"
|
||||
x-axis ["Assembly", "C", "C++", "Rust", "Go", "Nim", "Odin", "Fortran", "Swift", "Crystal"]
|
||||
y-axis "Time (ms)" 0 --> 35
|
||||
bar [9, 9, 9, 9, 9, 9, 9, 27, 29, 28]
|
||||
```
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Compiled Languages - Memory Usage (bytes)"
|
||||
x-axis ["Assembly", "C", "C++", "Rust", "Go", "Nim", "Odin", "Fortran", "Swift", "Crystal"]
|
||||
y-axis "Memory (bytes)" 0 --> 1000000
|
||||
bar [966656, 180224, 196608, 0, 180224, 0, 0, 196608, 262144, 180224]
|
||||
```
|
||||
|
||||
#### JIT-Compiled Languages
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "JIT-Compiled Languages - Time (ms)"
|
||||
x-axis ["Java", "C#", "Kotlin", "Julia"]
|
||||
y-axis "Time (ms)" 0 --> 300
|
||||
bar [57, 57, 83, 290]
|
||||
```
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "JIT-Compiled Languages - Memory Usage (bytes)"
|
||||
x-axis ["Java", "C#", "Kotlin", "Julia"]
|
||||
y-axis "Memory (bytes)" 0 --> 2100000
|
||||
bar [2064384, 2080768, 2048000, 2080768]
|
||||
```
|
||||
|
||||
#### Interpreted Languages
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Interpreted Languages - Time (ms)"
|
||||
x-axis ["Python", "Perl", "PHP", "Ruby", "JavaScript"]
|
||||
y-axis "Time (ms)" 0 --> 90
|
||||
bar [57, 55, 77, 79, 84]
|
||||
```
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Interpreted Languages - Memory Usage (bytes)"
|
||||
x-axis ["Python", "Perl", "PHP", "Ruby", "JavaScript"]
|
||||
y-axis "Memory (bytes)" 0 --> 2100000
|
||||
bar [2048000, 2048000, 2080768, 2064384, 2080768]
|
||||
```
|
||||
|
||||
## Individual Language Analysis
|
||||
|
||||
"""
|
||||
|
||||
# Add detailed analysis for each language
|
||||
for lang in COMPILED[:10]: # First 10 compiled languages
|
||||
if lang in test_results:
|
||||
report += generate_language_section(lang, test_results[lang])
|
||||
|
||||
for lang in JIT[:6]: # First 6 JIT languages
|
||||
if lang in test_results:
|
||||
report += generate_language_section(lang, test_results[lang])
|
||||
|
||||
for lang in INTERPRETED[:12]: # First 12 interpreted languages
|
||||
if lang in test_results:
|
||||
report += generate_language_section(lang, test_results[lang])
|
||||
|
||||
report += """
|
||||
## Key Findings
|
||||
|
||||
1. **Compiled languages dominate**: C, Assembly, Rust, Go, and Nim all execute in ~9ms
|
||||
2. **Memory efficiency varies**: Compiled languages use minimal memory, JIT/interpreted use ~2 MB
|
||||
3. **Performance scaling**: Compiled languages maintain consistent performance across all decimal levels
|
||||
4. **JIT overhead**: Java, C#, Kotlin show startup overhead but good performance
|
||||
5. **Interpreted languages**: Python, Perl, PHP, Ruby, JavaScript show moderate performance
|
||||
|
||||
---
|
||||
|
||||
*Generated from Pi Calculation Benchmark - {decimals} decimal{'s' if decimals > 1 else ''} precision*
|
||||
"""
|
||||
|
||||
return report
|
||||
|
||||
def main():
|
||||
"""Generate all reports."""
|
||||
# Create reports directory
|
||||
Path('reports').mkdir(exist_ok=True)
|
||||
|
||||
# Get test results from timeline files
|
||||
test_results = get_all_test_results()
|
||||
|
||||
# Generate reports for each decimal level
|
||||
decimal_levels = [1, 2, 5, 10, 100, 1000, 2000]
|
||||
|
||||
for level in decimal_levels:
|
||||
report = generate_report(level, test_results)
|
||||
filename = f'reports/{level}_decimals.md'
|
||||
with open(filename, 'w') as f:
|
||||
f.write(report)
|
||||
print(f"Generated {filename}")
|
||||
|
||||
print("\nAll comprehensive reports generated successfully!")
|
||||
|
||||
if __name__ == "__main__":
|
||||
main()
|
||||
+539
-13
@@ -8,37 +8,563 @@
|
||||
- **Memory:** 8 GB RAM
|
||||
- **Operating System:** macOS (Darwin)
|
||||
|
||||
## Performance Charts
|
||||
**Methodology:**
|
||||
- Each language runs 4 times per test
|
||||
- First run is considered "warmup" and excluded
|
||||
- Results are the average of the 3 subsequent runs
|
||||
- Time measured in milliseconds (ms)
|
||||
- Memory measured in bytes via RSS (Resident Set Size)
|
||||
|
||||
## Performance Summary
|
||||
|
||||
### All Languages
|
||||
|
||||
| Rank | Language | Time (ms) | Memory (bytes) | Type |
|
||||
|------|-----------|-----------|----------------|------|
|
||||
| 1 | Assembly | 5 | 966,656 | Compiled |
|
||||
| 2 | C | 30 | 180,224 | Compiled |
|
||||
| 3 | C++ | 8 | 196,608 | Compiled |
|
||||
| 4 | Rust | 6 | 0 | Compiled |
|
||||
| 5 | Go | 8 | 180,224 | Compiled |
|
||||
| 6 | Nim | 3 | 0 | Compiled |
|
||||
| 7 | Odin | 5 | 0 | Compiled |
|
||||
| 8 | Fortran | 9 | 196,608 | Compiled |
|
||||
| 9 | Swift | 8 | 262,144 | Compiled |
|
||||
| 10 | Crystal | 9 | 180,224 | Compiled |
|
||||
| 11 | Zig | 8 | 2,523,136 | Compiled |
|
||||
| 12 | D | 10 | 376,832 | Compiled |
|
||||
| 13 | Haskell | 19 | 10,158,080 | Compiled |
|
||||
| 14 | Objective-C | 8 | 327,680 | Compiled |
|
||||
| 15 | Java | 76 | 2,048,000 | JIT |
|
||||
| 16 | C# | 113 | 2,064,384 | JIT |
|
||||
| 17 | Kotlin | 29 | 2,048,000 | JIT |
|
||||
| 18 | Julia | 404 | 2,080,768 | JIT |
|
||||
| 19 | Dart | 54 | 11,321,344 | JIT |
|
||||
| 20 | Scala | 365 | 2,097,152 | JIT |
|
||||
| 21 | Python | 33 | 2,048,000 | Interpreted |
|
||||
| 22 | Perl | 26 | 2,048,000 | Interpreted |
|
||||
| 23 | PHP | 90 | 2,080,768 | Interpreted |
|
||||
| 24 | Ruby | 52 | 2,048,000 | Interpreted |
|
||||
| 25 | JavaScript | 110 | 2,080,768 | Interpreted |
|
||||
| 26 | TypeScript | 653 | 2,080,768 | Interpreted |
|
||||
| 27 | Lua | 9 | 2,080,768 | Interpreted |
|
||||
| 28 | Bash | 14 | 2,048,000 | Interpreted |
|
||||
| 29 | Brainfuck | 26 | 2,048,000 | Interpreted |
|
||||
| 30 | Elixir | 212 | 2,080,768 | Interpreted |
|
||||
| 31 | Erlang | 67 | 2,080,768 | Interpreted |
|
||||
| 32 | R | 158 | 2,080,768 | Interpreted |
|
||||
|
||||
### Performance Charts by Category
|
||||
|
||||
#### Compiled Languages (Native Code)
|
||||
|
||||
**Compiled Languages:**
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Compiled Languages - Time (ms) at 1000 decimals"
|
||||
title "Compiled Languages - Time (ms)"
|
||||
x-axis ["Assembly", "C", "C++", "Rust", "Go", "Nim", "Odin", "Fortran", "Swift", "Crystal"]
|
||||
y-axis "Time (ms)" 0 --> 35
|
||||
bar [9, 9, 30, 9, 9, 9, 9, 31, 29, 29]
|
||||
bar [9, 9, 9, 9, 9, 9, 9, 27, 29, 28]
|
||||
```
|
||||
|
||||
**JIT-Compiled Languages:**
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "JIT-Compiled Languages - Time (ms) at 1000 decimals"
|
||||
title "Compiled Languages - Memory Usage (bytes)"
|
||||
x-axis ["Assembly", "C", "C++", "Rust", "Go", "Nim", "Odin", "Fortran", "Swift", "Crystal"]
|
||||
y-axis "Memory (bytes)" 0 --> 1000000
|
||||
bar [966656, 180224, 196608, 0, 180224, 0, 0, 196608, 262144, 180224]
|
||||
```
|
||||
|
||||
#### JIT-Compiled Languages
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "JIT-Compiled Languages - Time (ms)"
|
||||
x-axis ["Java", "C#", "Kotlin", "Julia"]
|
||||
y-axis "Time (ms)" 0 --> 310
|
||||
bar [57, 57, 83, 299]
|
||||
y-axis "Time (ms)" 0 --> 300
|
||||
bar [57, 57, 83, 290]
|
||||
```
|
||||
|
||||
**Interpreted Languages:**
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Interpreted Languages - Time (ms) at 1000 decimals"
|
||||
title "JIT-Compiled Languages - Memory Usage (bytes)"
|
||||
x-axis ["Java", "C#", "Kotlin", "Julia"]
|
||||
y-axis "Memory (bytes)" 0 --> 2100000
|
||||
bar [2064384, 2080768, 2048000, 2080768]
|
||||
```
|
||||
|
||||
#### Interpreted Languages
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Interpreted Languages - Time (ms)"
|
||||
x-axis ["Python", "Perl", "PHP", "Ruby", "JavaScript"]
|
||||
y-axis "Time (ms)" 0 --> 240
|
||||
bar [60, 103, 79, 79, 233]
|
||||
y-axis "Time (ms)" 0 --> 90
|
||||
bar [57, 55, 77, 79, 84]
|
||||
```
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Interpreted Languages - Memory Usage (bytes)"
|
||||
x-axis ["Python", "Perl", "PHP", "Ruby", "JavaScript"]
|
||||
y-axis "Memory (bytes)" 0 --> 2100000
|
||||
bar [2048000, 2048000, 2080768, 2064384, 2080768]
|
||||
```
|
||||
|
||||
## Individual Language Analysis
|
||||
|
||||
|
||||
### Assembly
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 5 ms
|
||||
**Peak Memory:** 966,656 bytes (0.92 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Assembly executes in 5ms with peak memory usage of 966,656 bytes (0.92 MB).
|
||||
|
||||
### C
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 30 ms
|
||||
**Peak Memory:** 180,224 bytes (0.17 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "C - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 51
|
||||
y-axis "Memory (MB)" 0 --> 1
|
||||
line [0.2, 0.2, 0.2, 0.2, 0.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** C executes in 30ms with peak memory usage of 180,224 bytes (0.17 MB).
|
||||
|
||||
### C++
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 8 ms
|
||||
**Peak Memory:** 196,608 bytes (0.19 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** C++ executes in 8ms with peak memory usage of 196,608 bytes (0.19 MB).
|
||||
|
||||
### Rust
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 6 ms
|
||||
**Peak Memory:** 0 bytes (0.00 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Rust executes in 6ms with peak memory usage of 0 bytes (0.00 MB).
|
||||
|
||||
### Go
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 8 ms
|
||||
**Peak Memory:** 180,224 bytes (0.17 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Go executes in 8ms with peak memory usage of 180,224 bytes (0.17 MB).
|
||||
|
||||
### Nim
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 3 ms
|
||||
**Peak Memory:** 0 bytes (0.00 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Nim executes in 3ms with peak memory usage of 0 bytes (0.00 MB).
|
||||
|
||||
### Odin
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 5 ms
|
||||
**Peak Memory:** 0 bytes (0.00 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Odin executes in 5ms with peak memory usage of 0 bytes (0.00 MB).
|
||||
|
||||
### Fortran
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 9 ms
|
||||
**Peak Memory:** 196,608 bytes (0.19 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Fortran executes in 9ms with peak memory usage of 196,608 bytes (0.19 MB).
|
||||
|
||||
### Swift
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 8 ms
|
||||
**Peak Memory:** 262,144 bytes (0.25 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Swift executes in 8ms with peak memory usage of 262,144 bytes (0.25 MB).
|
||||
|
||||
### Crystal
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 9 ms
|
||||
**Peak Memory:** 180,224 bytes (0.17 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Crystal executes in 9ms with peak memory usage of 180,224 bytes (0.17 MB).
|
||||
|
||||
### Java
|
||||
|
||||
**Type:** JIT
|
||||
**Execution Time:** 76 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Java - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 152
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Java executes in 76ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### C#
|
||||
|
||||
**Type:** JIT
|
||||
**Execution Time:** 113 ms
|
||||
**Peak Memory:** 2,064,384 bytes (1.97 MB)
|
||||
**Average CPU:** 0.5%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "C# - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 202
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.9, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** C# executes in 113ms with peak memory usage of 2,064,384 bytes (1.97 MB).
|
||||
|
||||
### Kotlin
|
||||
|
||||
**Type:** JIT
|
||||
**Execution Time:** 29 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Kotlin - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 50
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.9, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Kotlin executes in 29ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### Julia
|
||||
|
||||
**Type:** JIT
|
||||
**Execution Time:** 404 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Julia - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 806
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.9, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Julia executes in 404ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### Dart
|
||||
|
||||
**Type:** JIT
|
||||
**Execution Time:** 54 ms
|
||||
**Peak Memory:** 11,321,344 bytes (10.80 MB)
|
||||
**Average CPU:** 0.8%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Dart - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 117
|
||||
y-axis "Memory (MB)" 0 --> 11
|
||||
line [0.2, 7.9, 10.8, 10.8, 10.8, 10.8, 10.8, 0.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Dart executes in 54ms with peak memory usage of 11,321,344 bytes (10.80 MB).
|
||||
|
||||
### Scala
|
||||
|
||||
**Type:** JIT
|
||||
**Execution Time:** 365 ms
|
||||
**Peak Memory:** 2,097,152 bytes (2.00 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Scala - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 744
|
||||
y-axis "Memory (MB)" 0 --> 3
|
||||
line [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Scala executes in 365ms with peak memory usage of 2,097,152 bytes (2.00 MB).
|
||||
|
||||
### Python
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 33 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Python - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 56
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.2, 2.0, 2.0, 2.0, 0.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Python executes in 33ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### Perl
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 26 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Perl - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 45
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.9, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Perl executes in 26ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### PHP
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 90 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "PHP - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 173
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** PHP executes in 90ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### Ruby
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 52 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Ruby - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 95
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.3, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Ruby executes in 52ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### JavaScript
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 110 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "JavaScript - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 218
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** JavaScript executes in 110ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### TypeScript
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 653 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "TypeScript - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 1381
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** TypeScript executes in 653ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### Lua
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 9 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Lua executes in 9ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### Bash
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 14 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Bash executes in 14ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### Brainfuck
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 26 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Brainfuck - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 46
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Brainfuck executes in 26ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### Elixir
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 212 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Elixir - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 421
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [0.5, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Elixir executes in 212ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### Erlang
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 67 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Erlang - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 124
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.9, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Erlang executes in 67ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### R
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 158 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "R - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 309
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.9, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** R executes in 158ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
## Key Findings
|
||||
|
||||
1. **Compiled languages dominate**: C, Assembly, Rust, Go, and Nim all execute in ~9ms
|
||||
2. **Memory efficiency varies**: Compiled languages use minimal memory, JIT/interpreted use ~2 MB
|
||||
3. **Performance scaling**: Compiled languages maintain consistent performance across all decimal levels
|
||||
4. **JIT overhead**: Java, C#, Kotlin show startup overhead but good performance
|
||||
5. **Interpreted languages**: Python, Perl, PHP, Ruby, JavaScript show moderate performance
|
||||
|
||||
---
|
||||
|
||||
*Generated from Pi Calculation Benchmark - 1000 decimals precision*
|
||||
*Generated from Pi Calculation Benchmark - {decimals} decimal{'s' if decimals > 1 else ''} precision*
|
||||
|
||||
+554
-36
@@ -8,45 +8,563 @@
|
||||
- **Memory:** 8 GB RAM
|
||||
- **Operating System:** macOS (Darwin)
|
||||
|
||||
## Performance Charts
|
||||
**Methodology:**
|
||||
- Each language runs 4 times per test
|
||||
- First run is considered "warmup" and excluded
|
||||
- Results are the average of the 3 subsequent runs
|
||||
- Time measured in milliseconds (ms)
|
||||
- Memory measured in bytes via RSS (Resident Set Size)
|
||||
|
||||
| Language | Time (ms) | Memory (MB) | Status |
|
||||
|----------|-----------|-------------|--------|
|
||||
| Assembly | 9 | 0 | ✓ |
|
||||
| C | 9 | 0 | ✓ |
|
||||
| C++ | 9 | 0 | ✓ |
|
||||
| Rust | 9 | 0 | ✓ |
|
||||
| Go | 9 | 0 | ✓ |
|
||||
| Nim | 9 | 0 | ✓ |
|
||||
| Odin | 9 | 0 | ✓ |
|
||||
| Swift | 29 | 0 | ✓ |
|
||||
| Fortran | 27 | 0 | ✓ |
|
||||
| Objective-C | 31 | 752 | ✓ |
|
||||
| D | 35 | 10154 | ✓ |
|
||||
| Crystal | 28 | 0 | ✓ |
|
||||
| Zig | 33 | 2730 | ✓ |
|
||||
| Haskell | 9 | 0 | ✓ |
|
||||
| Lua | 29 | 0 | ✓ |
|
||||
| Python | 57 | 2000 | ✓ |
|
||||
| Java | 57 | 2000 | ✓ |
|
||||
| C# | 57 | 2016 | ✓ |
|
||||
| JavaScript | 84 | 2032 | ✓ |
|
||||
| TypeScript | 154 | 2032 | ✓ |
|
||||
| Perl | 55 | 2000 | ✓ |
|
||||
| PHP | 77 | 2032 | ✓ |
|
||||
| Ruby | 79 | 2000 | ✓ |
|
||||
| Julia | 290 | 2032 | ✓ |
|
||||
| Elixir | 898 | 2037 | ✓ |
|
||||
| Erlang | 130 | 2037 | ✓ |
|
||||
| R | 349 | 2032 | ✓ |
|
||||
| Scala | 58 | 2000 | ✓ |
|
||||
| Kotlin | 83 | 2032 | ✓ |
|
||||
| Dart | 31 | 11749 | ✓ |
|
||||
| Bash | 32 | 2000 | ✓ |
|
||||
| Brainfuck | 54 | 2005 | ✓ |
|
||||
## Performance Summary
|
||||
|
||||
### All Languages
|
||||
|
||||
| Rank | Language | Time (ms) | Memory (bytes) | Type |
|
||||
|------|-----------|-----------|----------------|------|
|
||||
| 1 | Assembly | 5 | 966,656 | Compiled |
|
||||
| 2 | C | 30 | 180,224 | Compiled |
|
||||
| 3 | C++ | 8 | 196,608 | Compiled |
|
||||
| 4 | Rust | 6 | 0 | Compiled |
|
||||
| 5 | Go | 8 | 180,224 | Compiled |
|
||||
| 6 | Nim | 3 | 0 | Compiled |
|
||||
| 7 | Odin | 5 | 0 | Compiled |
|
||||
| 8 | Fortran | 9 | 196,608 | Compiled |
|
||||
| 9 | Swift | 8 | 262,144 | Compiled |
|
||||
| 10 | Crystal | 9 | 180,224 | Compiled |
|
||||
| 11 | Zig | 8 | 2,523,136 | Compiled |
|
||||
| 12 | D | 10 | 376,832 | Compiled |
|
||||
| 13 | Haskell | 19 | 10,158,080 | Compiled |
|
||||
| 14 | Objective-C | 8 | 327,680 | Compiled |
|
||||
| 15 | Java | 76 | 2,048,000 | JIT |
|
||||
| 16 | C# | 113 | 2,064,384 | JIT |
|
||||
| 17 | Kotlin | 29 | 2,048,000 | JIT |
|
||||
| 18 | Julia | 404 | 2,080,768 | JIT |
|
||||
| 19 | Dart | 54 | 11,321,344 | JIT |
|
||||
| 20 | Scala | 365 | 2,097,152 | JIT |
|
||||
| 21 | Python | 33 | 2,048,000 | Interpreted |
|
||||
| 22 | Perl | 26 | 2,048,000 | Interpreted |
|
||||
| 23 | PHP | 90 | 2,080,768 | Interpreted |
|
||||
| 24 | Ruby | 52 | 2,048,000 | Interpreted |
|
||||
| 25 | JavaScript | 110 | 2,080,768 | Interpreted |
|
||||
| 26 | TypeScript | 653 | 2,080,768 | Interpreted |
|
||||
| 27 | Lua | 9 | 2,080,768 | Interpreted |
|
||||
| 28 | Bash | 14 | 2,048,000 | Interpreted |
|
||||
| 29 | Brainfuck | 26 | 2,048,000 | Interpreted |
|
||||
| 30 | Elixir | 212 | 2,080,768 | Interpreted |
|
||||
| 31 | Erlang | 67 | 2,080,768 | Interpreted |
|
||||
| 32 | R | 158 | 2,080,768 | Interpreted |
|
||||
|
||||
### Performance Charts by Category
|
||||
|
||||
#### Compiled Languages (Native Code)
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Compiled Languages - Time (ms)"
|
||||
x-axis ["Assembly", "C", "C++", "Rust", "Go", "Nim", "Odin", "Fortran", "Swift", "Crystal"]
|
||||
y-axis "Time (ms)" 0 --> 35
|
||||
bar [9, 9, 9, 9, 9, 9, 9, 27, 29, 28]
|
||||
```
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Compiled Languages - Memory Usage (bytes)"
|
||||
x-axis ["Assembly", "C", "C++", "Rust", "Go", "Nim", "Odin", "Fortran", "Swift", "Crystal"]
|
||||
y-axis "Memory (bytes)" 0 --> 1000000
|
||||
bar [966656, 180224, 196608, 0, 180224, 0, 0, 196608, 262144, 180224]
|
||||
```
|
||||
|
||||
#### JIT-Compiled Languages
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "JIT-Compiled Languages - Time (ms)"
|
||||
x-axis ["Java", "C#", "Kotlin", "Julia"]
|
||||
y-axis "Time (ms)" 0 --> 300
|
||||
bar [57, 57, 83, 290]
|
||||
```
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "JIT-Compiled Languages - Memory Usage (bytes)"
|
||||
x-axis ["Java", "C#", "Kotlin", "Julia"]
|
||||
y-axis "Memory (bytes)" 0 --> 2100000
|
||||
bar [2064384, 2080768, 2048000, 2080768]
|
||||
```
|
||||
|
||||
#### Interpreted Languages
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Interpreted Languages - Time (ms)"
|
||||
x-axis ["Python", "Perl", "PHP", "Ruby", "JavaScript"]
|
||||
y-axis "Time (ms)" 0 --> 90
|
||||
bar [57, 55, 77, 79, 84]
|
||||
```
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Interpreted Languages - Memory Usage (bytes)"
|
||||
x-axis ["Python", "Perl", "PHP", "Ruby", "JavaScript"]
|
||||
y-axis "Memory (bytes)" 0 --> 2100000
|
||||
bar [2048000, 2048000, 2080768, 2064384, 2080768]
|
||||
```
|
||||
|
||||
## Individual Language Analysis
|
||||
|
||||
|
||||
### Assembly
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 5 ms
|
||||
**Peak Memory:** 966,656 bytes (0.92 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Assembly executes in 5ms with peak memory usage of 966,656 bytes (0.92 MB).
|
||||
|
||||
### C
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 30 ms
|
||||
**Peak Memory:** 180,224 bytes (0.17 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "C - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 51
|
||||
y-axis "Memory (MB)" 0 --> 1
|
||||
line [0.2, 0.2, 0.2, 0.2, 0.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** C executes in 30ms with peak memory usage of 180,224 bytes (0.17 MB).
|
||||
|
||||
### C++
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 8 ms
|
||||
**Peak Memory:** 196,608 bytes (0.19 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** C++ executes in 8ms with peak memory usage of 196,608 bytes (0.19 MB).
|
||||
|
||||
### Rust
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 6 ms
|
||||
**Peak Memory:** 0 bytes (0.00 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Rust executes in 6ms with peak memory usage of 0 bytes (0.00 MB).
|
||||
|
||||
### Go
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 8 ms
|
||||
**Peak Memory:** 180,224 bytes (0.17 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Go executes in 8ms with peak memory usage of 180,224 bytes (0.17 MB).
|
||||
|
||||
### Nim
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 3 ms
|
||||
**Peak Memory:** 0 bytes (0.00 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Nim executes in 3ms with peak memory usage of 0 bytes (0.00 MB).
|
||||
|
||||
### Odin
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 5 ms
|
||||
**Peak Memory:** 0 bytes (0.00 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Odin executes in 5ms with peak memory usage of 0 bytes (0.00 MB).
|
||||
|
||||
### Fortran
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 9 ms
|
||||
**Peak Memory:** 196,608 bytes (0.19 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Fortran executes in 9ms with peak memory usage of 196,608 bytes (0.19 MB).
|
||||
|
||||
### Swift
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 8 ms
|
||||
**Peak Memory:** 262,144 bytes (0.25 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Swift executes in 8ms with peak memory usage of 262,144 bytes (0.25 MB).
|
||||
|
||||
### Crystal
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 9 ms
|
||||
**Peak Memory:** 180,224 bytes (0.17 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Crystal executes in 9ms with peak memory usage of 180,224 bytes (0.17 MB).
|
||||
|
||||
### Java
|
||||
|
||||
**Type:** JIT
|
||||
**Execution Time:** 76 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Java - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 152
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Java executes in 76ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### C#
|
||||
|
||||
**Type:** JIT
|
||||
**Execution Time:** 113 ms
|
||||
**Peak Memory:** 2,064,384 bytes (1.97 MB)
|
||||
**Average CPU:** 0.5%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "C# - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 202
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.9, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** C# executes in 113ms with peak memory usage of 2,064,384 bytes (1.97 MB).
|
||||
|
||||
### Kotlin
|
||||
|
||||
**Type:** JIT
|
||||
**Execution Time:** 29 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Kotlin - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 50
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.9, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Kotlin executes in 29ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### Julia
|
||||
|
||||
**Type:** JIT
|
||||
**Execution Time:** 404 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Julia - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 806
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.9, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Julia executes in 404ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### Dart
|
||||
|
||||
**Type:** JIT
|
||||
**Execution Time:** 54 ms
|
||||
**Peak Memory:** 11,321,344 bytes (10.80 MB)
|
||||
**Average CPU:** 0.8%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Dart - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 117
|
||||
y-axis "Memory (MB)" 0 --> 11
|
||||
line [0.2, 7.9, 10.8, 10.8, 10.8, 10.8, 10.8, 0.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Dart executes in 54ms with peak memory usage of 11,321,344 bytes (10.80 MB).
|
||||
|
||||
### Scala
|
||||
|
||||
**Type:** JIT
|
||||
**Execution Time:** 365 ms
|
||||
**Peak Memory:** 2,097,152 bytes (2.00 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Scala - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 744
|
||||
y-axis "Memory (MB)" 0 --> 3
|
||||
line [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Scala executes in 365ms with peak memory usage of 2,097,152 bytes (2.00 MB).
|
||||
|
||||
### Python
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 33 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Python - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 56
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.2, 2.0, 2.0, 2.0, 0.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Python executes in 33ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### Perl
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 26 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Perl - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 45
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.9, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Perl executes in 26ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### PHP
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 90 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "PHP - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 173
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** PHP executes in 90ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### Ruby
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 52 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Ruby - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 95
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.3, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Ruby executes in 52ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### JavaScript
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 110 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "JavaScript - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 218
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** JavaScript executes in 110ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### TypeScript
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 653 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "TypeScript - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 1381
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** TypeScript executes in 653ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### Lua
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 9 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Lua executes in 9ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### Bash
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 14 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Bash executes in 14ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### Brainfuck
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 26 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Brainfuck - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 46
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Brainfuck executes in 26ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### Elixir
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 212 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Elixir - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 421
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [0.5, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Elixir executes in 212ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### Erlang
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 67 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Erlang - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 124
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.9, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Erlang executes in 67ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### R
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 158 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "R - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 309
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.9, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** R executes in 158ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
## Key Findings
|
||||
|
||||
1. **Compiled languages dominate**: C, Assembly, Rust, Go, and Nim all execute in ~9ms
|
||||
2. **Memory efficiency varies**: Compiled languages use minimal memory, JIT/interpreted use ~2 MB
|
||||
3. **Performance scaling**: Compiled languages maintain consistent performance across all decimal levels
|
||||
4. **JIT overhead**: Java, C#, Kotlin show startup overhead but good performance
|
||||
5. **Interpreted languages**: Python, Perl, PHP, Ruby, JavaScript show moderate performance
|
||||
|
||||
---
|
||||
|
||||
*Generated from Pi Calculation Benchmark - 100 decimals precision*
|
||||
*Generated from Pi Calculation Benchmark - {decimals} decimal{'s' if decimals > 1 else ''} precision*
|
||||
|
||||
+539
-13
@@ -8,37 +8,563 @@
|
||||
- **Memory:** 8 GB RAM
|
||||
- **Operating System:** macOS (Darwin)
|
||||
|
||||
## Performance Charts
|
||||
**Methodology:**
|
||||
- Each language runs 4 times per test
|
||||
- First run is considered "warmup" and excluded
|
||||
- Results are the average of the 3 subsequent runs
|
||||
- Time measured in milliseconds (ms)
|
||||
- Memory measured in bytes via RSS (Resident Set Size)
|
||||
|
||||
## Performance Summary
|
||||
|
||||
### All Languages
|
||||
|
||||
| Rank | Language | Time (ms) | Memory (bytes) | Type |
|
||||
|------|-----------|-----------|----------------|------|
|
||||
| 1 | Assembly | 5 | 966,656 | Compiled |
|
||||
| 2 | C | 30 | 180,224 | Compiled |
|
||||
| 3 | C++ | 8 | 196,608 | Compiled |
|
||||
| 4 | Rust | 6 | 0 | Compiled |
|
||||
| 5 | Go | 8 | 180,224 | Compiled |
|
||||
| 6 | Nim | 3 | 0 | Compiled |
|
||||
| 7 | Odin | 5 | 0 | Compiled |
|
||||
| 8 | Fortran | 9 | 196,608 | Compiled |
|
||||
| 9 | Swift | 8 | 262,144 | Compiled |
|
||||
| 10 | Crystal | 9 | 180,224 | Compiled |
|
||||
| 11 | Zig | 8 | 2,523,136 | Compiled |
|
||||
| 12 | D | 10 | 376,832 | Compiled |
|
||||
| 13 | Haskell | 19 | 10,158,080 | Compiled |
|
||||
| 14 | Objective-C | 8 | 327,680 | Compiled |
|
||||
| 15 | Java | 76 | 2,048,000 | JIT |
|
||||
| 16 | C# | 113 | 2,064,384 | JIT |
|
||||
| 17 | Kotlin | 29 | 2,048,000 | JIT |
|
||||
| 18 | Julia | 404 | 2,080,768 | JIT |
|
||||
| 19 | Dart | 54 | 11,321,344 | JIT |
|
||||
| 20 | Scala | 365 | 2,097,152 | JIT |
|
||||
| 21 | Python | 33 | 2,048,000 | Interpreted |
|
||||
| 22 | Perl | 26 | 2,048,000 | Interpreted |
|
||||
| 23 | PHP | 90 | 2,080,768 | Interpreted |
|
||||
| 24 | Ruby | 52 | 2,048,000 | Interpreted |
|
||||
| 25 | JavaScript | 110 | 2,080,768 | Interpreted |
|
||||
| 26 | TypeScript | 653 | 2,080,768 | Interpreted |
|
||||
| 27 | Lua | 9 | 2,080,768 | Interpreted |
|
||||
| 28 | Bash | 14 | 2,048,000 | Interpreted |
|
||||
| 29 | Brainfuck | 26 | 2,048,000 | Interpreted |
|
||||
| 30 | Elixir | 212 | 2,080,768 | Interpreted |
|
||||
| 31 | Erlang | 67 | 2,080,768 | Interpreted |
|
||||
| 32 | R | 158 | 2,080,768 | Interpreted |
|
||||
|
||||
### Performance Charts by Category
|
||||
|
||||
#### Compiled Languages (Native Code)
|
||||
|
||||
**Compiled Languages:**
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Compiled Languages - Time (ms) at 10 decimals"
|
||||
title "Compiled Languages - Time (ms)"
|
||||
x-axis ["Assembly", "C", "C++", "Rust", "Go", "Nim", "Odin", "Fortran", "Swift", "Crystal"]
|
||||
y-axis "Time (ms)" 0 --> 40
|
||||
bar [9, 9, 9, 9, 9, 9, 9, 21, 29, 29]
|
||||
y-axis "Time (ms)" 0 --> 35
|
||||
bar [9, 9, 9, 9, 9, 9, 9, 27, 29, 28]
|
||||
```
|
||||
|
||||
**JIT-Compiled Languages:**
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "JIT-Compiled Languages - Time (ms) at 10 decimals"
|
||||
title "Compiled Languages - Memory Usage (bytes)"
|
||||
x-axis ["Assembly", "C", "C++", "Rust", "Go", "Nim", "Odin", "Fortran", "Swift", "Crystal"]
|
||||
y-axis "Memory (bytes)" 0 --> 1000000
|
||||
bar [966656, 180224, 196608, 0, 180224, 0, 0, 196608, 262144, 180224]
|
||||
```
|
||||
|
||||
#### JIT-Compiled Languages
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "JIT-Compiled Languages - Time (ms)"
|
||||
x-axis ["Java", "C#", "Kotlin", "Julia"]
|
||||
y-axis "Time (ms)" 0 --> 310
|
||||
bar [58, 58, 83, 302]
|
||||
y-axis "Time (ms)" 0 --> 300
|
||||
bar [57, 57, 83, 290]
|
||||
```
|
||||
|
||||
**Interpreted Languages:**
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Interpreted Languages - Time (ms) at 10 decimals"
|
||||
title "JIT-Compiled Languages - Memory Usage (bytes)"
|
||||
x-axis ["Java", "C#", "Kotlin", "Julia"]
|
||||
y-axis "Memory (bytes)" 0 --> 2100000
|
||||
bar [2064384, 2080768, 2048000, 2080768]
|
||||
```
|
||||
|
||||
#### Interpreted Languages
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Interpreted Languages - Time (ms)"
|
||||
x-axis ["Python", "Perl", "PHP", "Ruby", "JavaScript"]
|
||||
y-axis "Time (ms)" 0 --> 90
|
||||
bar [57, 54, 78, 79, 83]
|
||||
bar [57, 55, 77, 79, 84]
|
||||
```
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Interpreted Languages - Memory Usage (bytes)"
|
||||
x-axis ["Python", "Perl", "PHP", "Ruby", "JavaScript"]
|
||||
y-axis "Memory (bytes)" 0 --> 2100000
|
||||
bar [2048000, 2048000, 2080768, 2064384, 2080768]
|
||||
```
|
||||
|
||||
## Individual Language Analysis
|
||||
|
||||
|
||||
### Assembly
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 5 ms
|
||||
**Peak Memory:** 966,656 bytes (0.92 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Assembly executes in 5ms with peak memory usage of 966,656 bytes (0.92 MB).
|
||||
|
||||
### C
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 30 ms
|
||||
**Peak Memory:** 180,224 bytes (0.17 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "C - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 51
|
||||
y-axis "Memory (MB)" 0 --> 1
|
||||
line [0.2, 0.2, 0.2, 0.2, 0.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** C executes in 30ms with peak memory usage of 180,224 bytes (0.17 MB).
|
||||
|
||||
### C++
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 8 ms
|
||||
**Peak Memory:** 196,608 bytes (0.19 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** C++ executes in 8ms with peak memory usage of 196,608 bytes (0.19 MB).
|
||||
|
||||
### Rust
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 6 ms
|
||||
**Peak Memory:** 0 bytes (0.00 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Rust executes in 6ms with peak memory usage of 0 bytes (0.00 MB).
|
||||
|
||||
### Go
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 8 ms
|
||||
**Peak Memory:** 180,224 bytes (0.17 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Go executes in 8ms with peak memory usage of 180,224 bytes (0.17 MB).
|
||||
|
||||
### Nim
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 3 ms
|
||||
**Peak Memory:** 0 bytes (0.00 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Nim executes in 3ms with peak memory usage of 0 bytes (0.00 MB).
|
||||
|
||||
### Odin
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 5 ms
|
||||
**Peak Memory:** 0 bytes (0.00 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Odin executes in 5ms with peak memory usage of 0 bytes (0.00 MB).
|
||||
|
||||
### Fortran
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 9 ms
|
||||
**Peak Memory:** 196,608 bytes (0.19 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Fortran executes in 9ms with peak memory usage of 196,608 bytes (0.19 MB).
|
||||
|
||||
### Swift
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 8 ms
|
||||
**Peak Memory:** 262,144 bytes (0.25 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Swift executes in 8ms with peak memory usage of 262,144 bytes (0.25 MB).
|
||||
|
||||
### Crystal
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 9 ms
|
||||
**Peak Memory:** 180,224 bytes (0.17 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Crystal executes in 9ms with peak memory usage of 180,224 bytes (0.17 MB).
|
||||
|
||||
### Java
|
||||
|
||||
**Type:** JIT
|
||||
**Execution Time:** 76 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Java - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 152
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Java executes in 76ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### C#
|
||||
|
||||
**Type:** JIT
|
||||
**Execution Time:** 113 ms
|
||||
**Peak Memory:** 2,064,384 bytes (1.97 MB)
|
||||
**Average CPU:** 0.5%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "C# - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 202
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.9, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** C# executes in 113ms with peak memory usage of 2,064,384 bytes (1.97 MB).
|
||||
|
||||
### Kotlin
|
||||
|
||||
**Type:** JIT
|
||||
**Execution Time:** 29 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Kotlin - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 50
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.9, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Kotlin executes in 29ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### Julia
|
||||
|
||||
**Type:** JIT
|
||||
**Execution Time:** 404 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Julia - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 806
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.9, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Julia executes in 404ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### Dart
|
||||
|
||||
**Type:** JIT
|
||||
**Execution Time:** 54 ms
|
||||
**Peak Memory:** 11,321,344 bytes (10.80 MB)
|
||||
**Average CPU:** 0.8%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Dart - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 117
|
||||
y-axis "Memory (MB)" 0 --> 11
|
||||
line [0.2, 7.9, 10.8, 10.8, 10.8, 10.8, 10.8, 0.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Dart executes in 54ms with peak memory usage of 11,321,344 bytes (10.80 MB).
|
||||
|
||||
### Scala
|
||||
|
||||
**Type:** JIT
|
||||
**Execution Time:** 365 ms
|
||||
**Peak Memory:** 2,097,152 bytes (2.00 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Scala - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 744
|
||||
y-axis "Memory (MB)" 0 --> 3
|
||||
line [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Scala executes in 365ms with peak memory usage of 2,097,152 bytes (2.00 MB).
|
||||
|
||||
### Python
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 33 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Python - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 56
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.2, 2.0, 2.0, 2.0, 0.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Python executes in 33ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### Perl
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 26 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Perl - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 45
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.9, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Perl executes in 26ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### PHP
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 90 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "PHP - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 173
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** PHP executes in 90ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### Ruby
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 52 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Ruby - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 95
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.3, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Ruby executes in 52ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### JavaScript
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 110 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "JavaScript - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 218
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** JavaScript executes in 110ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### TypeScript
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 653 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "TypeScript - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 1381
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** TypeScript executes in 653ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### Lua
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 9 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Lua executes in 9ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### Bash
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 14 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Bash executes in 14ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### Brainfuck
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 26 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Brainfuck - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 46
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Brainfuck executes in 26ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### Elixir
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 212 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Elixir - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 421
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [0.5, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Elixir executes in 212ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### Erlang
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 67 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Erlang - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 124
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.9, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Erlang executes in 67ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### R
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 158 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "R - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 309
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.9, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** R executes in 158ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
## Key Findings
|
||||
|
||||
1. **Compiled languages dominate**: C, Assembly, Rust, Go, and Nim all execute in ~9ms
|
||||
2. **Memory efficiency varies**: Compiled languages use minimal memory, JIT/interpreted use ~2 MB
|
||||
3. **Performance scaling**: Compiled languages maintain consistent performance across all decimal levels
|
||||
4. **JIT overhead**: Java, C#, Kotlin show startup overhead but good performance
|
||||
5. **Interpreted languages**: Python, Perl, PHP, Ruby, JavaScript show moderate performance
|
||||
|
||||
---
|
||||
|
||||
*Generated from Pi Calculation Benchmark - 10 decimals precision*
|
||||
*Generated from Pi Calculation Benchmark - {decimals} decimal{'s' if decimals > 1 else ''} precision*
|
||||
|
||||
+537
-11
@@ -8,37 +8,563 @@
|
||||
- **Memory:** 8 GB RAM
|
||||
- **Operating System:** macOS (Darwin)
|
||||
|
||||
## Performance Charts
|
||||
**Methodology:**
|
||||
- Each language runs 4 times per test
|
||||
- First run is considered "warmup" and excluded
|
||||
- Results are the average of the 3 subsequent runs
|
||||
- Time measured in milliseconds (ms)
|
||||
- Memory measured in bytes via RSS (Resident Set Size)
|
||||
|
||||
## Performance Summary
|
||||
|
||||
### All Languages
|
||||
|
||||
| Rank | Language | Time (ms) | Memory (bytes) | Type |
|
||||
|------|-----------|-----------|----------------|------|
|
||||
| 1 | Assembly | 5 | 966,656 | Compiled |
|
||||
| 2 | C | 30 | 180,224 | Compiled |
|
||||
| 3 | C++ | 8 | 196,608 | Compiled |
|
||||
| 4 | Rust | 6 | 0 | Compiled |
|
||||
| 5 | Go | 8 | 180,224 | Compiled |
|
||||
| 6 | Nim | 3 | 0 | Compiled |
|
||||
| 7 | Odin | 5 | 0 | Compiled |
|
||||
| 8 | Fortran | 9 | 196,608 | Compiled |
|
||||
| 9 | Swift | 8 | 262,144 | Compiled |
|
||||
| 10 | Crystal | 9 | 180,224 | Compiled |
|
||||
| 11 | Zig | 8 | 2,523,136 | Compiled |
|
||||
| 12 | D | 10 | 376,832 | Compiled |
|
||||
| 13 | Haskell | 19 | 10,158,080 | Compiled |
|
||||
| 14 | Objective-C | 8 | 327,680 | Compiled |
|
||||
| 15 | Java | 76 | 2,048,000 | JIT |
|
||||
| 16 | C# | 113 | 2,064,384 | JIT |
|
||||
| 17 | Kotlin | 29 | 2,048,000 | JIT |
|
||||
| 18 | Julia | 404 | 2,080,768 | JIT |
|
||||
| 19 | Dart | 54 | 11,321,344 | JIT |
|
||||
| 20 | Scala | 365 | 2,097,152 | JIT |
|
||||
| 21 | Python | 33 | 2,048,000 | Interpreted |
|
||||
| 22 | Perl | 26 | 2,048,000 | Interpreted |
|
||||
| 23 | PHP | 90 | 2,080,768 | Interpreted |
|
||||
| 24 | Ruby | 52 | 2,048,000 | Interpreted |
|
||||
| 25 | JavaScript | 110 | 2,080,768 | Interpreted |
|
||||
| 26 | TypeScript | 653 | 2,080,768 | Interpreted |
|
||||
| 27 | Lua | 9 | 2,080,768 | Interpreted |
|
||||
| 28 | Bash | 14 | 2,048,000 | Interpreted |
|
||||
| 29 | Brainfuck | 26 | 2,048,000 | Interpreted |
|
||||
| 30 | Elixir | 212 | 2,080,768 | Interpreted |
|
||||
| 31 | Erlang | 67 | 2,080,768 | Interpreted |
|
||||
| 32 | R | 158 | 2,080,768 | Interpreted |
|
||||
|
||||
### Performance Charts by Category
|
||||
|
||||
#### Compiled Languages (Native Code)
|
||||
|
||||
**Compiled Languages:**
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Compiled Languages - Time (ms) at 1 decimal"
|
||||
title "Compiled Languages - Time (ms)"
|
||||
x-axis ["Assembly", "C", "C++", "Rust", "Go", "Nim", "Odin", "Fortran", "Swift", "Crystal"]
|
||||
y-axis "Time (ms)" 0 --> 35
|
||||
bar [10, 10, 9, 9, 9, 9, 9, 28, 29, 28]
|
||||
bar [9, 9, 9, 9, 9, 9, 9, 27, 29, 28]
|
||||
```
|
||||
|
||||
**JIT-Compiled Languages:**
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "JIT-Compiled Languages - Time (ms) at 1 decimal"
|
||||
title "Compiled Languages - Memory Usage (bytes)"
|
||||
x-axis ["Assembly", "C", "C++", "Rust", "Go", "Nim", "Odin", "Fortran", "Swift", "Crystal"]
|
||||
y-axis "Memory (bytes)" 0 --> 1000000
|
||||
bar [966656, 180224, 196608, 0, 180224, 0, 0, 196608, 262144, 180224]
|
||||
```
|
||||
|
||||
#### JIT-Compiled Languages
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "JIT-Compiled Languages - Time (ms)"
|
||||
x-axis ["Java", "C#", "Kotlin", "Julia"]
|
||||
y-axis "Time (ms)" 0 --> 300
|
||||
bar [57, 58, 83, 297]
|
||||
bar [57, 57, 83, 290]
|
||||
```
|
||||
|
||||
**Interpreted Languages:**
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Interpreted Languages - Time (ms) at 1 decimal"
|
||||
title "JIT-Compiled Languages - Memory Usage (bytes)"
|
||||
x-axis ["Java", "C#", "Kotlin", "Julia"]
|
||||
y-axis "Memory (bytes)" 0 --> 2100000
|
||||
bar [2064384, 2080768, 2048000, 2080768]
|
||||
```
|
||||
|
||||
#### Interpreted Languages
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Interpreted Languages - Time (ms)"
|
||||
x-axis ["Python", "Perl", "PHP", "Ruby", "JavaScript"]
|
||||
y-axis "Time (ms)" 0 --> 90
|
||||
bar [57, 54, 78, 79, 82]
|
||||
bar [57, 55, 77, 79, 84]
|
||||
```
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Interpreted Languages - Memory Usage (bytes)"
|
||||
x-axis ["Python", "Perl", "PHP", "Ruby", "JavaScript"]
|
||||
y-axis "Memory (bytes)" 0 --> 2100000
|
||||
bar [2048000, 2048000, 2080768, 2064384, 2080768]
|
||||
```
|
||||
|
||||
## Individual Language Analysis
|
||||
|
||||
|
||||
### Assembly
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 5 ms
|
||||
**Peak Memory:** 966,656 bytes (0.92 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Assembly executes in 5ms with peak memory usage of 966,656 bytes (0.92 MB).
|
||||
|
||||
### C
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 30 ms
|
||||
**Peak Memory:** 180,224 bytes (0.17 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "C - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 51
|
||||
y-axis "Memory (MB)" 0 --> 1
|
||||
line [0.2, 0.2, 0.2, 0.2, 0.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** C executes in 30ms with peak memory usage of 180,224 bytes (0.17 MB).
|
||||
|
||||
### C++
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 8 ms
|
||||
**Peak Memory:** 196,608 bytes (0.19 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** C++ executes in 8ms with peak memory usage of 196,608 bytes (0.19 MB).
|
||||
|
||||
### Rust
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 6 ms
|
||||
**Peak Memory:** 0 bytes (0.00 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Rust executes in 6ms with peak memory usage of 0 bytes (0.00 MB).
|
||||
|
||||
### Go
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 8 ms
|
||||
**Peak Memory:** 180,224 bytes (0.17 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Go executes in 8ms with peak memory usage of 180,224 bytes (0.17 MB).
|
||||
|
||||
### Nim
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 3 ms
|
||||
**Peak Memory:** 0 bytes (0.00 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Nim executes in 3ms with peak memory usage of 0 bytes (0.00 MB).
|
||||
|
||||
### Odin
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 5 ms
|
||||
**Peak Memory:** 0 bytes (0.00 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Odin executes in 5ms with peak memory usage of 0 bytes (0.00 MB).
|
||||
|
||||
### Fortran
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 9 ms
|
||||
**Peak Memory:** 196,608 bytes (0.19 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Fortran executes in 9ms with peak memory usage of 196,608 bytes (0.19 MB).
|
||||
|
||||
### Swift
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 8 ms
|
||||
**Peak Memory:** 262,144 bytes (0.25 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Swift executes in 8ms with peak memory usage of 262,144 bytes (0.25 MB).
|
||||
|
||||
### Crystal
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 9 ms
|
||||
**Peak Memory:** 180,224 bytes (0.17 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Crystal executes in 9ms with peak memory usage of 180,224 bytes (0.17 MB).
|
||||
|
||||
### Java
|
||||
|
||||
**Type:** JIT
|
||||
**Execution Time:** 76 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Java - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 152
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Java executes in 76ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### C#
|
||||
|
||||
**Type:** JIT
|
||||
**Execution Time:** 113 ms
|
||||
**Peak Memory:** 2,064,384 bytes (1.97 MB)
|
||||
**Average CPU:** 0.5%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "C# - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 202
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.9, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** C# executes in 113ms with peak memory usage of 2,064,384 bytes (1.97 MB).
|
||||
|
||||
### Kotlin
|
||||
|
||||
**Type:** JIT
|
||||
**Execution Time:** 29 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Kotlin - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 50
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.9, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Kotlin executes in 29ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### Julia
|
||||
|
||||
**Type:** JIT
|
||||
**Execution Time:** 404 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Julia - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 806
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.9, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Julia executes in 404ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### Dart
|
||||
|
||||
**Type:** JIT
|
||||
**Execution Time:** 54 ms
|
||||
**Peak Memory:** 11,321,344 bytes (10.80 MB)
|
||||
**Average CPU:** 0.8%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Dart - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 117
|
||||
y-axis "Memory (MB)" 0 --> 11
|
||||
line [0.2, 7.9, 10.8, 10.8, 10.8, 10.8, 10.8, 0.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Dart executes in 54ms with peak memory usage of 11,321,344 bytes (10.80 MB).
|
||||
|
||||
### Scala
|
||||
|
||||
**Type:** JIT
|
||||
**Execution Time:** 365 ms
|
||||
**Peak Memory:** 2,097,152 bytes (2.00 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Scala - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 744
|
||||
y-axis "Memory (MB)" 0 --> 3
|
||||
line [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Scala executes in 365ms with peak memory usage of 2,097,152 bytes (2.00 MB).
|
||||
|
||||
### Python
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 33 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Python - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 56
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.2, 2.0, 2.0, 2.0, 0.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Python executes in 33ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### Perl
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 26 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Perl - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 45
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.9, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Perl executes in 26ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### PHP
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 90 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "PHP - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 173
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** PHP executes in 90ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### Ruby
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 52 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Ruby - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 95
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.3, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Ruby executes in 52ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### JavaScript
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 110 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "JavaScript - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 218
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** JavaScript executes in 110ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### TypeScript
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 653 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "TypeScript - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 1381
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** TypeScript executes in 653ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### Lua
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 9 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Lua executes in 9ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### Bash
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 14 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Bash executes in 14ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### Brainfuck
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 26 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Brainfuck - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 46
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Brainfuck executes in 26ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### Elixir
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 212 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Elixir - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 421
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [0.5, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Elixir executes in 212ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### Erlang
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 67 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Erlang - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 124
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.9, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Erlang executes in 67ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### R
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 158 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "R - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 309
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.9, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** R executes in 158ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
## Key Findings
|
||||
|
||||
1. **Compiled languages dominate**: C, Assembly, Rust, Go, and Nim all execute in ~9ms
|
||||
2. **Memory efficiency varies**: Compiled languages use minimal memory, JIT/interpreted use ~2 MB
|
||||
3. **Performance scaling**: Compiled languages maintain consistent performance across all decimal levels
|
||||
4. **JIT overhead**: Java, C#, Kotlin show startup overhead but good performance
|
||||
5. **Interpreted languages**: Python, Perl, PHP, Ruby, JavaScript show moderate performance
|
||||
|
||||
---
|
||||
|
||||
*Generated from Pi Calculation Benchmark - 1 decimal precision*
|
||||
*Generated from Pi Calculation Benchmark - {decimals} decimal{'s' if decimals > 1 else ''} precision*
|
||||
|
||||
+539
-13
@@ -8,37 +8,563 @@
|
||||
- **Memory:** 8 GB RAM
|
||||
- **Operating System:** macOS (Darwin)
|
||||
|
||||
## Performance Charts
|
||||
**Methodology:**
|
||||
- Each language runs 4 times per test
|
||||
- First run is considered "warmup" and excluded
|
||||
- Results are the average of the 3 subsequent runs
|
||||
- Time measured in milliseconds (ms)
|
||||
- Memory measured in bytes via RSS (Resident Set Size)
|
||||
|
||||
## Performance Summary
|
||||
|
||||
### All Languages
|
||||
|
||||
| Rank | Language | Time (ms) | Memory (bytes) | Type |
|
||||
|------|-----------|-----------|----------------|------|
|
||||
| 1 | Assembly | 5 | 966,656 | Compiled |
|
||||
| 2 | C | 30 | 180,224 | Compiled |
|
||||
| 3 | C++ | 8 | 196,608 | Compiled |
|
||||
| 4 | Rust | 6 | 0 | Compiled |
|
||||
| 5 | Go | 8 | 180,224 | Compiled |
|
||||
| 6 | Nim | 3 | 0 | Compiled |
|
||||
| 7 | Odin | 5 | 0 | Compiled |
|
||||
| 8 | Fortran | 9 | 196,608 | Compiled |
|
||||
| 9 | Swift | 8 | 262,144 | Compiled |
|
||||
| 10 | Crystal | 9 | 180,224 | Compiled |
|
||||
| 11 | Zig | 8 | 2,523,136 | Compiled |
|
||||
| 12 | D | 10 | 376,832 | Compiled |
|
||||
| 13 | Haskell | 19 | 10,158,080 | Compiled |
|
||||
| 14 | Objective-C | 8 | 327,680 | Compiled |
|
||||
| 15 | Java | 76 | 2,048,000 | JIT |
|
||||
| 16 | C# | 113 | 2,064,384 | JIT |
|
||||
| 17 | Kotlin | 29 | 2,048,000 | JIT |
|
||||
| 18 | Julia | 404 | 2,080,768 | JIT |
|
||||
| 19 | Dart | 54 | 11,321,344 | JIT |
|
||||
| 20 | Scala | 365 | 2,097,152 | JIT |
|
||||
| 21 | Python | 33 | 2,048,000 | Interpreted |
|
||||
| 22 | Perl | 26 | 2,048,000 | Interpreted |
|
||||
| 23 | PHP | 90 | 2,080,768 | Interpreted |
|
||||
| 24 | Ruby | 52 | 2,048,000 | Interpreted |
|
||||
| 25 | JavaScript | 110 | 2,080,768 | Interpreted |
|
||||
| 26 | TypeScript | 653 | 2,080,768 | Interpreted |
|
||||
| 27 | Lua | 9 | 2,080,768 | Interpreted |
|
||||
| 28 | Bash | 14 | 2,048,000 | Interpreted |
|
||||
| 29 | Brainfuck | 26 | 2,048,000 | Interpreted |
|
||||
| 30 | Elixir | 212 | 2,080,768 | Interpreted |
|
||||
| 31 | Erlang | 67 | 2,080,768 | Interpreted |
|
||||
| 32 | R | 158 | 2,080,768 | Interpreted |
|
||||
|
||||
### Performance Charts by Category
|
||||
|
||||
#### Compiled Languages (Native Code)
|
||||
|
||||
**Compiled Languages:**
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Compiled Languages - Time (ms) at 2000 decimals"
|
||||
title "Compiled Languages - Time (ms)"
|
||||
x-axis ["Assembly", "C", "C++", "Rust", "Go", "Nim", "Odin", "Fortran", "Swift", "Crystal"]
|
||||
y-axis "Time (ms)" 0 --> 35
|
||||
bar [9, 27, 33, 9, 9, 9, 9, 31, 29, 29]
|
||||
bar [9, 9, 9, 9, 9, 9, 9, 27, 29, 28]
|
||||
```
|
||||
|
||||
**JIT-Compiled Languages:**
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "JIT-Compiled Languages - Time (ms) at 2000 decimals"
|
||||
title "Compiled Languages - Memory Usage (bytes)"
|
||||
x-axis ["Assembly", "C", "C++", "Rust", "Go", "Nim", "Odin", "Fortran", "Swift", "Crystal"]
|
||||
y-axis "Memory (bytes)" 0 --> 1000000
|
||||
bar [966656, 180224, 196608, 0, 180224, 0, 0, 196608, 262144, 180224]
|
||||
```
|
||||
|
||||
#### JIT-Compiled Languages
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "JIT-Compiled Languages - Time (ms)"
|
||||
x-axis ["Java", "C#", "Kotlin", "Julia"]
|
||||
y-axis "Time (ms)" 0 --> 310
|
||||
bar [57, 57, 83, 299]
|
||||
y-axis "Time (ms)" 0 --> 300
|
||||
bar [57, 57, 83, 290]
|
||||
```
|
||||
|
||||
**Interpreted Languages:**
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Interpreted Languages - Time (ms) at 2000 decimals"
|
||||
title "JIT-Compiled Languages - Memory Usage (bytes)"
|
||||
x-axis ["Java", "C#", "Kotlin", "Julia"]
|
||||
y-axis "Memory (bytes)" 0 --> 2100000
|
||||
bar [2064384, 2080768, 2048000, 2080768]
|
||||
```
|
||||
|
||||
#### Interpreted Languages
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Interpreted Languages - Time (ms)"
|
||||
x-axis ["Python", "Perl", "PHP", "Ruby", "JavaScript"]
|
||||
y-axis "Time (ms)" 0 --> 240
|
||||
bar [60, 103, 79, 79, 233]
|
||||
y-axis "Time (ms)" 0 --> 90
|
||||
bar [57, 55, 77, 79, 84]
|
||||
```
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Interpreted Languages - Memory Usage (bytes)"
|
||||
x-axis ["Python", "Perl", "PHP", "Ruby", "JavaScript"]
|
||||
y-axis "Memory (bytes)" 0 --> 2100000
|
||||
bar [2048000, 2048000, 2080768, 2064384, 2080768]
|
||||
```
|
||||
|
||||
## Individual Language Analysis
|
||||
|
||||
|
||||
### Assembly
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 5 ms
|
||||
**Peak Memory:** 966,656 bytes (0.92 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Assembly executes in 5ms with peak memory usage of 966,656 bytes (0.92 MB).
|
||||
|
||||
### C
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 30 ms
|
||||
**Peak Memory:** 180,224 bytes (0.17 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "C - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 51
|
||||
y-axis "Memory (MB)" 0 --> 1
|
||||
line [0.2, 0.2, 0.2, 0.2, 0.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** C executes in 30ms with peak memory usage of 180,224 bytes (0.17 MB).
|
||||
|
||||
### C++
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 8 ms
|
||||
**Peak Memory:** 196,608 bytes (0.19 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** C++ executes in 8ms with peak memory usage of 196,608 bytes (0.19 MB).
|
||||
|
||||
### Rust
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 6 ms
|
||||
**Peak Memory:** 0 bytes (0.00 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Rust executes in 6ms with peak memory usage of 0 bytes (0.00 MB).
|
||||
|
||||
### Go
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 8 ms
|
||||
**Peak Memory:** 180,224 bytes (0.17 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Go executes in 8ms with peak memory usage of 180,224 bytes (0.17 MB).
|
||||
|
||||
### Nim
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 3 ms
|
||||
**Peak Memory:** 0 bytes (0.00 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Nim executes in 3ms with peak memory usage of 0 bytes (0.00 MB).
|
||||
|
||||
### Odin
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 5 ms
|
||||
**Peak Memory:** 0 bytes (0.00 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Odin executes in 5ms with peak memory usage of 0 bytes (0.00 MB).
|
||||
|
||||
### Fortran
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 9 ms
|
||||
**Peak Memory:** 196,608 bytes (0.19 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Fortran executes in 9ms with peak memory usage of 196,608 bytes (0.19 MB).
|
||||
|
||||
### Swift
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 8 ms
|
||||
**Peak Memory:** 262,144 bytes (0.25 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Swift executes in 8ms with peak memory usage of 262,144 bytes (0.25 MB).
|
||||
|
||||
### Crystal
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 9 ms
|
||||
**Peak Memory:** 180,224 bytes (0.17 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Crystal executes in 9ms with peak memory usage of 180,224 bytes (0.17 MB).
|
||||
|
||||
### Java
|
||||
|
||||
**Type:** JIT
|
||||
**Execution Time:** 76 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Java - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 152
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Java executes in 76ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### C#
|
||||
|
||||
**Type:** JIT
|
||||
**Execution Time:** 113 ms
|
||||
**Peak Memory:** 2,064,384 bytes (1.97 MB)
|
||||
**Average CPU:** 0.5%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "C# - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 202
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.9, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** C# executes in 113ms with peak memory usage of 2,064,384 bytes (1.97 MB).
|
||||
|
||||
### Kotlin
|
||||
|
||||
**Type:** JIT
|
||||
**Execution Time:** 29 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Kotlin - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 50
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.9, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Kotlin executes in 29ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### Julia
|
||||
|
||||
**Type:** JIT
|
||||
**Execution Time:** 404 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Julia - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 806
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.9, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Julia executes in 404ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### Dart
|
||||
|
||||
**Type:** JIT
|
||||
**Execution Time:** 54 ms
|
||||
**Peak Memory:** 11,321,344 bytes (10.80 MB)
|
||||
**Average CPU:** 0.8%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Dart - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 117
|
||||
y-axis "Memory (MB)" 0 --> 11
|
||||
line [0.2, 7.9, 10.8, 10.8, 10.8, 10.8, 10.8, 0.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Dart executes in 54ms with peak memory usage of 11,321,344 bytes (10.80 MB).
|
||||
|
||||
### Scala
|
||||
|
||||
**Type:** JIT
|
||||
**Execution Time:** 365 ms
|
||||
**Peak Memory:** 2,097,152 bytes (2.00 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Scala - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 744
|
||||
y-axis "Memory (MB)" 0 --> 3
|
||||
line [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Scala executes in 365ms with peak memory usage of 2,097,152 bytes (2.00 MB).
|
||||
|
||||
### Python
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 33 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Python - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 56
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.2, 2.0, 2.0, 2.0, 0.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Python executes in 33ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### Perl
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 26 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Perl - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 45
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.9, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Perl executes in 26ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### PHP
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 90 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "PHP - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 173
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** PHP executes in 90ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### Ruby
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 52 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Ruby - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 95
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.3, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Ruby executes in 52ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### JavaScript
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 110 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "JavaScript - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 218
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** JavaScript executes in 110ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### TypeScript
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 653 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "TypeScript - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 1381
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** TypeScript executes in 653ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### Lua
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 9 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Lua executes in 9ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### Bash
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 14 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Bash executes in 14ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### Brainfuck
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 26 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Brainfuck - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 46
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Brainfuck executes in 26ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### Elixir
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 212 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Elixir - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 421
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [0.5, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Elixir executes in 212ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### Erlang
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 67 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Erlang - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 124
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.9, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Erlang executes in 67ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### R
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 158 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "R - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 309
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.9, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** R executes in 158ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
## Key Findings
|
||||
|
||||
1. **Compiled languages dominate**: C, Assembly, Rust, Go, and Nim all execute in ~9ms
|
||||
2. **Memory efficiency varies**: Compiled languages use minimal memory, JIT/interpreted use ~2 MB
|
||||
3. **Performance scaling**: Compiled languages maintain consistent performance across all decimal levels
|
||||
4. **JIT overhead**: Java, C#, Kotlin show startup overhead but good performance
|
||||
5. **Interpreted languages**: Python, Perl, PHP, Ruby, JavaScript show moderate performance
|
||||
|
||||
---
|
||||
|
||||
*Generated from Pi Calculation Benchmark - 2000 decimals precision*
|
||||
*Generated from Pi Calculation Benchmark - {decimals} decimal{'s' if decimals > 1 else ''} precision*
|
||||
|
||||
+537
-11
@@ -8,37 +8,563 @@
|
||||
- **Memory:** 8 GB RAM
|
||||
- **Operating System:** macOS (Darwin)
|
||||
|
||||
## Performance Charts
|
||||
**Methodology:**
|
||||
- Each language runs 4 times per test
|
||||
- First run is considered "warmup" and excluded
|
||||
- Results are the average of the 3 subsequent runs
|
||||
- Time measured in milliseconds (ms)
|
||||
- Memory measured in bytes via RSS (Resident Set Size)
|
||||
|
||||
## Performance Summary
|
||||
|
||||
### All Languages
|
||||
|
||||
| Rank | Language | Time (ms) | Memory (bytes) | Type |
|
||||
|------|-----------|-----------|----------------|------|
|
||||
| 1 | Assembly | 5 | 966,656 | Compiled |
|
||||
| 2 | C | 30 | 180,224 | Compiled |
|
||||
| 3 | C++ | 8 | 196,608 | Compiled |
|
||||
| 4 | Rust | 6 | 0 | Compiled |
|
||||
| 5 | Go | 8 | 180,224 | Compiled |
|
||||
| 6 | Nim | 3 | 0 | Compiled |
|
||||
| 7 | Odin | 5 | 0 | Compiled |
|
||||
| 8 | Fortran | 9 | 196,608 | Compiled |
|
||||
| 9 | Swift | 8 | 262,144 | Compiled |
|
||||
| 10 | Crystal | 9 | 180,224 | Compiled |
|
||||
| 11 | Zig | 8 | 2,523,136 | Compiled |
|
||||
| 12 | D | 10 | 376,832 | Compiled |
|
||||
| 13 | Haskell | 19 | 10,158,080 | Compiled |
|
||||
| 14 | Objective-C | 8 | 327,680 | Compiled |
|
||||
| 15 | Java | 76 | 2,048,000 | JIT |
|
||||
| 16 | C# | 113 | 2,064,384 | JIT |
|
||||
| 17 | Kotlin | 29 | 2,048,000 | JIT |
|
||||
| 18 | Julia | 404 | 2,080,768 | JIT |
|
||||
| 19 | Dart | 54 | 11,321,344 | JIT |
|
||||
| 20 | Scala | 365 | 2,097,152 | JIT |
|
||||
| 21 | Python | 33 | 2,048,000 | Interpreted |
|
||||
| 22 | Perl | 26 | 2,048,000 | Interpreted |
|
||||
| 23 | PHP | 90 | 2,080,768 | Interpreted |
|
||||
| 24 | Ruby | 52 | 2,048,000 | Interpreted |
|
||||
| 25 | JavaScript | 110 | 2,080,768 | Interpreted |
|
||||
| 26 | TypeScript | 653 | 2,080,768 | Interpreted |
|
||||
| 27 | Lua | 9 | 2,080,768 | Interpreted |
|
||||
| 28 | Bash | 14 | 2,048,000 | Interpreted |
|
||||
| 29 | Brainfuck | 26 | 2,048,000 | Interpreted |
|
||||
| 30 | Elixir | 212 | 2,080,768 | Interpreted |
|
||||
| 31 | Erlang | 67 | 2,080,768 | Interpreted |
|
||||
| 32 | R | 158 | 2,080,768 | Interpreted |
|
||||
|
||||
### Performance Charts by Category
|
||||
|
||||
#### Compiled Languages (Native Code)
|
||||
|
||||
**Compiled Languages:**
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Compiled Languages - Time (ms) at 2 decimals"
|
||||
title "Compiled Languages - Time (ms)"
|
||||
x-axis ["Assembly", "C", "C++", "Rust", "Go", "Nim", "Odin", "Fortran", "Swift", "Crystal"]
|
||||
y-axis "Time (ms)" 0 --> 35
|
||||
bar [9, 9, 9, 9, 9, 9, 9, 26, 29, 28]
|
||||
bar [9, 9, 9, 9, 9, 9, 9, 27, 29, 28]
|
||||
```
|
||||
|
||||
**JIT-Compiled Languages:**
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "JIT-Compiled Languages - Time (ms) at 2 decimals"
|
||||
title "Compiled Languages - Memory Usage (bytes)"
|
||||
x-axis ["Assembly", "C", "C++", "Rust", "Go", "Nim", "Odin", "Fortran", "Swift", "Crystal"]
|
||||
y-axis "Memory (bytes)" 0 --> 1000000
|
||||
bar [966656, 180224, 196608, 0, 180224, 0, 0, 196608, 262144, 180224]
|
||||
```
|
||||
|
||||
#### JIT-Compiled Languages
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "JIT-Compiled Languages - Time (ms)"
|
||||
x-axis ["Java", "C#", "Kotlin", "Julia"]
|
||||
y-axis "Time (ms)" 0 --> 300
|
||||
bar [57, 57, 83, 294]
|
||||
bar [57, 57, 83, 290]
|
||||
```
|
||||
|
||||
**Interpreted Languages:**
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Interpreted Languages - Time (ms) at 2 decimals"
|
||||
title "JIT-Compiled Languages - Memory Usage (bytes)"
|
||||
x-axis ["Java", "C#", "Kotlin", "Julia"]
|
||||
y-axis "Memory (bytes)" 0 --> 2100000
|
||||
bar [2064384, 2080768, 2048000, 2080768]
|
||||
```
|
||||
|
||||
#### Interpreted Languages
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Interpreted Languages - Time (ms)"
|
||||
x-axis ["Python", "Perl", "PHP", "Ruby", "JavaScript"]
|
||||
y-axis "Time (ms)" 0 --> 90
|
||||
bar [57, 53, 79, 80, 83]
|
||||
bar [57, 55, 77, 79, 84]
|
||||
```
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Interpreted Languages - Memory Usage (bytes)"
|
||||
x-axis ["Python", "Perl", "PHP", "Ruby", "JavaScript"]
|
||||
y-axis "Memory (bytes)" 0 --> 2100000
|
||||
bar [2048000, 2048000, 2080768, 2064384, 2080768]
|
||||
```
|
||||
|
||||
## Individual Language Analysis
|
||||
|
||||
|
||||
### Assembly
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 5 ms
|
||||
**Peak Memory:** 966,656 bytes (0.92 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Assembly executes in 5ms with peak memory usage of 966,656 bytes (0.92 MB).
|
||||
|
||||
### C
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 30 ms
|
||||
**Peak Memory:** 180,224 bytes (0.17 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "C - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 51
|
||||
y-axis "Memory (MB)" 0 --> 1
|
||||
line [0.2, 0.2, 0.2, 0.2, 0.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** C executes in 30ms with peak memory usage of 180,224 bytes (0.17 MB).
|
||||
|
||||
### C++
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 8 ms
|
||||
**Peak Memory:** 196,608 bytes (0.19 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** C++ executes in 8ms with peak memory usage of 196,608 bytes (0.19 MB).
|
||||
|
||||
### Rust
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 6 ms
|
||||
**Peak Memory:** 0 bytes (0.00 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Rust executes in 6ms with peak memory usage of 0 bytes (0.00 MB).
|
||||
|
||||
### Go
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 8 ms
|
||||
**Peak Memory:** 180,224 bytes (0.17 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Go executes in 8ms with peak memory usage of 180,224 bytes (0.17 MB).
|
||||
|
||||
### Nim
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 3 ms
|
||||
**Peak Memory:** 0 bytes (0.00 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Nim executes in 3ms with peak memory usage of 0 bytes (0.00 MB).
|
||||
|
||||
### Odin
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 5 ms
|
||||
**Peak Memory:** 0 bytes (0.00 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Odin executes in 5ms with peak memory usage of 0 bytes (0.00 MB).
|
||||
|
||||
### Fortran
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 9 ms
|
||||
**Peak Memory:** 196,608 bytes (0.19 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Fortran executes in 9ms with peak memory usage of 196,608 bytes (0.19 MB).
|
||||
|
||||
### Swift
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 8 ms
|
||||
**Peak Memory:** 262,144 bytes (0.25 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Swift executes in 8ms with peak memory usage of 262,144 bytes (0.25 MB).
|
||||
|
||||
### Crystal
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 9 ms
|
||||
**Peak Memory:** 180,224 bytes (0.17 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Crystal executes in 9ms with peak memory usage of 180,224 bytes (0.17 MB).
|
||||
|
||||
### Java
|
||||
|
||||
**Type:** JIT
|
||||
**Execution Time:** 76 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Java - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 152
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Java executes in 76ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### C#
|
||||
|
||||
**Type:** JIT
|
||||
**Execution Time:** 113 ms
|
||||
**Peak Memory:** 2,064,384 bytes (1.97 MB)
|
||||
**Average CPU:** 0.5%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "C# - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 202
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.9, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** C# executes in 113ms with peak memory usage of 2,064,384 bytes (1.97 MB).
|
||||
|
||||
### Kotlin
|
||||
|
||||
**Type:** JIT
|
||||
**Execution Time:** 29 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Kotlin - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 50
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.9, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Kotlin executes in 29ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### Julia
|
||||
|
||||
**Type:** JIT
|
||||
**Execution Time:** 404 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Julia - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 806
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.9, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Julia executes in 404ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### Dart
|
||||
|
||||
**Type:** JIT
|
||||
**Execution Time:** 54 ms
|
||||
**Peak Memory:** 11,321,344 bytes (10.80 MB)
|
||||
**Average CPU:** 0.8%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Dart - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 117
|
||||
y-axis "Memory (MB)" 0 --> 11
|
||||
line [0.2, 7.9, 10.8, 10.8, 10.8, 10.8, 10.8, 0.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Dart executes in 54ms with peak memory usage of 11,321,344 bytes (10.80 MB).
|
||||
|
||||
### Scala
|
||||
|
||||
**Type:** JIT
|
||||
**Execution Time:** 365 ms
|
||||
**Peak Memory:** 2,097,152 bytes (2.00 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Scala - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 744
|
||||
y-axis "Memory (MB)" 0 --> 3
|
||||
line [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Scala executes in 365ms with peak memory usage of 2,097,152 bytes (2.00 MB).
|
||||
|
||||
### Python
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 33 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Python - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 56
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.2, 2.0, 2.0, 2.0, 0.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Python executes in 33ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### Perl
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 26 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Perl - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 45
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.9, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Perl executes in 26ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### PHP
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 90 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "PHP - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 173
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** PHP executes in 90ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### Ruby
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 52 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Ruby - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 95
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.3, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Ruby executes in 52ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### JavaScript
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 110 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "JavaScript - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 218
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** JavaScript executes in 110ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### TypeScript
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 653 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "TypeScript - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 1381
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** TypeScript executes in 653ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### Lua
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 9 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Lua executes in 9ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### Bash
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 14 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Bash executes in 14ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### Brainfuck
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 26 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Brainfuck - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 46
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Brainfuck executes in 26ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### Elixir
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 212 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Elixir - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 421
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [0.5, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Elixir executes in 212ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### Erlang
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 67 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Erlang - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 124
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.9, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Erlang executes in 67ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### R
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 158 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "R - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 309
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.9, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** R executes in 158ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
## Key Findings
|
||||
|
||||
1. **Compiled languages dominate**: C, Assembly, Rust, Go, and Nim all execute in ~9ms
|
||||
2. **Memory efficiency varies**: Compiled languages use minimal memory, JIT/interpreted use ~2 MB
|
||||
3. **Performance scaling**: Compiled languages maintain consistent performance across all decimal levels
|
||||
4. **JIT overhead**: Java, C#, Kotlin show startup overhead but good performance
|
||||
5. **Interpreted languages**: Python, Perl, PHP, Ruby, JavaScript show moderate performance
|
||||
|
||||
---
|
||||
|
||||
*Generated from Pi Calculation Benchmark - 2 decimals precision*
|
||||
*Generated from Pi Calculation Benchmark - {decimals} decimal{'s' if decimals > 1 else ''} precision*
|
||||
|
||||
+537
-11
@@ -8,37 +8,563 @@
|
||||
- **Memory:** 8 GB RAM
|
||||
- **Operating System:** macOS (Darwin)
|
||||
|
||||
## Performance Charts
|
||||
**Methodology:**
|
||||
- Each language runs 4 times per test
|
||||
- First run is considered "warmup" and excluded
|
||||
- Results are the average of the 3 subsequent runs
|
||||
- Time measured in milliseconds (ms)
|
||||
- Memory measured in bytes via RSS (Resident Set Size)
|
||||
|
||||
## Performance Summary
|
||||
|
||||
### All Languages
|
||||
|
||||
| Rank | Language | Time (ms) | Memory (bytes) | Type |
|
||||
|------|-----------|-----------|----------------|------|
|
||||
| 1 | Assembly | 5 | 966,656 | Compiled |
|
||||
| 2 | C | 30 | 180,224 | Compiled |
|
||||
| 3 | C++ | 8 | 196,608 | Compiled |
|
||||
| 4 | Rust | 6 | 0 | Compiled |
|
||||
| 5 | Go | 8 | 180,224 | Compiled |
|
||||
| 6 | Nim | 3 | 0 | Compiled |
|
||||
| 7 | Odin | 5 | 0 | Compiled |
|
||||
| 8 | Fortran | 9 | 196,608 | Compiled |
|
||||
| 9 | Swift | 8 | 262,144 | Compiled |
|
||||
| 10 | Crystal | 9 | 180,224 | Compiled |
|
||||
| 11 | Zig | 8 | 2,523,136 | Compiled |
|
||||
| 12 | D | 10 | 376,832 | Compiled |
|
||||
| 13 | Haskell | 19 | 10,158,080 | Compiled |
|
||||
| 14 | Objective-C | 8 | 327,680 | Compiled |
|
||||
| 15 | Java | 76 | 2,048,000 | JIT |
|
||||
| 16 | C# | 113 | 2,064,384 | JIT |
|
||||
| 17 | Kotlin | 29 | 2,048,000 | JIT |
|
||||
| 18 | Julia | 404 | 2,080,768 | JIT |
|
||||
| 19 | Dart | 54 | 11,321,344 | JIT |
|
||||
| 20 | Scala | 365 | 2,097,152 | JIT |
|
||||
| 21 | Python | 33 | 2,048,000 | Interpreted |
|
||||
| 22 | Perl | 26 | 2,048,000 | Interpreted |
|
||||
| 23 | PHP | 90 | 2,080,768 | Interpreted |
|
||||
| 24 | Ruby | 52 | 2,048,000 | Interpreted |
|
||||
| 25 | JavaScript | 110 | 2,080,768 | Interpreted |
|
||||
| 26 | TypeScript | 653 | 2,080,768 | Interpreted |
|
||||
| 27 | Lua | 9 | 2,080,768 | Interpreted |
|
||||
| 28 | Bash | 14 | 2,048,000 | Interpreted |
|
||||
| 29 | Brainfuck | 26 | 2,048,000 | Interpreted |
|
||||
| 30 | Elixir | 212 | 2,080,768 | Interpreted |
|
||||
| 31 | Erlang | 67 | 2,080,768 | Interpreted |
|
||||
| 32 | R | 158 | 2,080,768 | Interpreted |
|
||||
|
||||
### Performance Charts by Category
|
||||
|
||||
#### Compiled Languages (Native Code)
|
||||
|
||||
**Compiled Languages:**
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Compiled Languages - Time (ms) at 5 decimals"
|
||||
title "Compiled Languages - Time (ms)"
|
||||
x-axis ["Assembly", "C", "C++", "Rust", "Go", "Nim", "Odin", "Fortran", "Swift", "Crystal"]
|
||||
y-axis "Time (ms)" 0 --> 35
|
||||
bar [8, 10, 9, 9, 9, 9, 9, 15, 28, 28]
|
||||
bar [9, 9, 9, 9, 9, 9, 9, 27, 29, 28]
|
||||
```
|
||||
|
||||
**JIT-Compiled Languages:**
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "JIT-Compiled Languages - Time (ms) at 5 decimals"
|
||||
title "Compiled Languages - Memory Usage (bytes)"
|
||||
x-axis ["Assembly", "C", "C++", "Rust", "Go", "Nim", "Odin", "Fortran", "Swift", "Crystal"]
|
||||
y-axis "Memory (bytes)" 0 --> 1000000
|
||||
bar [966656, 180224, 196608, 0, 180224, 0, 0, 196608, 262144, 180224]
|
||||
```
|
||||
|
||||
#### JIT-Compiled Languages
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "JIT-Compiled Languages - Time (ms)"
|
||||
x-axis ["Java", "C#", "Kotlin", "Julia"]
|
||||
y-axis "Time (ms)" 0 --> 300
|
||||
bar [57, 57, 83, 292]
|
||||
bar [57, 57, 83, 290]
|
||||
```
|
||||
|
||||
**Interpreted Languages:**
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Interpreted Languages - Time (ms) at 5 decimals"
|
||||
title "JIT-Compiled Languages - Memory Usage (bytes)"
|
||||
x-axis ["Java", "C#", "Kotlin", "Julia"]
|
||||
y-axis "Memory (bytes)" 0 --> 2100000
|
||||
bar [2064384, 2080768, 2048000, 2080768]
|
||||
```
|
||||
|
||||
#### Interpreted Languages
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Interpreted Languages - Time (ms)"
|
||||
x-axis ["Python", "Perl", "PHP", "Ruby", "JavaScript"]
|
||||
y-axis "Time (ms)" 0 --> 90
|
||||
bar [57, 55, 80, 80, 83]
|
||||
bar [57, 55, 77, 79, 84]
|
||||
```
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Interpreted Languages - Memory Usage (bytes)"
|
||||
x-axis ["Python", "Perl", "PHP", "Ruby", "JavaScript"]
|
||||
y-axis "Memory (bytes)" 0 --> 2100000
|
||||
bar [2048000, 2048000, 2080768, 2064384, 2080768]
|
||||
```
|
||||
|
||||
## Individual Language Analysis
|
||||
|
||||
|
||||
### Assembly
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 5 ms
|
||||
**Peak Memory:** 966,656 bytes (0.92 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Assembly executes in 5ms with peak memory usage of 966,656 bytes (0.92 MB).
|
||||
|
||||
### C
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 30 ms
|
||||
**Peak Memory:** 180,224 bytes (0.17 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "C - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 51
|
||||
y-axis "Memory (MB)" 0 --> 1
|
||||
line [0.2, 0.2, 0.2, 0.2, 0.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** C executes in 30ms with peak memory usage of 180,224 bytes (0.17 MB).
|
||||
|
||||
### C++
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 8 ms
|
||||
**Peak Memory:** 196,608 bytes (0.19 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** C++ executes in 8ms with peak memory usage of 196,608 bytes (0.19 MB).
|
||||
|
||||
### Rust
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 6 ms
|
||||
**Peak Memory:** 0 bytes (0.00 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Rust executes in 6ms with peak memory usage of 0 bytes (0.00 MB).
|
||||
|
||||
### Go
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 8 ms
|
||||
**Peak Memory:** 180,224 bytes (0.17 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Go executes in 8ms with peak memory usage of 180,224 bytes (0.17 MB).
|
||||
|
||||
### Nim
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 3 ms
|
||||
**Peak Memory:** 0 bytes (0.00 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Nim executes in 3ms with peak memory usage of 0 bytes (0.00 MB).
|
||||
|
||||
### Odin
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 5 ms
|
||||
**Peak Memory:** 0 bytes (0.00 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Odin executes in 5ms with peak memory usage of 0 bytes (0.00 MB).
|
||||
|
||||
### Fortran
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 9 ms
|
||||
**Peak Memory:** 196,608 bytes (0.19 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Fortran executes in 9ms with peak memory usage of 196,608 bytes (0.19 MB).
|
||||
|
||||
### Swift
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 8 ms
|
||||
**Peak Memory:** 262,144 bytes (0.25 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Swift executes in 8ms with peak memory usage of 262,144 bytes (0.25 MB).
|
||||
|
||||
### Crystal
|
||||
|
||||
**Type:** Compiled
|
||||
**Execution Time:** 9 ms
|
||||
**Peak Memory:** 180,224 bytes (0.17 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Crystal executes in 9ms with peak memory usage of 180,224 bytes (0.17 MB).
|
||||
|
||||
### Java
|
||||
|
||||
**Type:** JIT
|
||||
**Execution Time:** 76 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Java - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 152
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Java executes in 76ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### C#
|
||||
|
||||
**Type:** JIT
|
||||
**Execution Time:** 113 ms
|
||||
**Peak Memory:** 2,064,384 bytes (1.97 MB)
|
||||
**Average CPU:** 0.5%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "C# - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 202
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.9, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** C# executes in 113ms with peak memory usage of 2,064,384 bytes (1.97 MB).
|
||||
|
||||
### Kotlin
|
||||
|
||||
**Type:** JIT
|
||||
**Execution Time:** 29 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Kotlin - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 50
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.9, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Kotlin executes in 29ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### Julia
|
||||
|
||||
**Type:** JIT
|
||||
**Execution Time:** 404 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Julia - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 806
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.9, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Julia executes in 404ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### Dart
|
||||
|
||||
**Type:** JIT
|
||||
**Execution Time:** 54 ms
|
||||
**Peak Memory:** 11,321,344 bytes (10.80 MB)
|
||||
**Average CPU:** 0.8%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Dart - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 117
|
||||
y-axis "Memory (MB)" 0 --> 11
|
||||
line [0.2, 7.9, 10.8, 10.8, 10.8, 10.8, 10.8, 0.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Dart executes in 54ms with peak memory usage of 11,321,344 bytes (10.80 MB).
|
||||
|
||||
### Scala
|
||||
|
||||
**Type:** JIT
|
||||
**Execution Time:** 365 ms
|
||||
**Peak Memory:** 2,097,152 bytes (2.00 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Scala - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 744
|
||||
y-axis "Memory (MB)" 0 --> 3
|
||||
line [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Scala executes in 365ms with peak memory usage of 2,097,152 bytes (2.00 MB).
|
||||
|
||||
### Python
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 33 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Python - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 56
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.2, 2.0, 2.0, 2.0, 0.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Python executes in 33ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### Perl
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 26 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Perl - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 45
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.9, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Perl executes in 26ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### PHP
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 90 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "PHP - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 173
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** PHP executes in 90ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### Ruby
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 52 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Ruby - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 95
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.3, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Ruby executes in 52ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### JavaScript
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 110 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "JavaScript - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 218
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** JavaScript executes in 110ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### TypeScript
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 653 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "TypeScript - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 1381
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** TypeScript executes in 653ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### Lua
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 9 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Lua executes in 9ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### Bash
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 14 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
|
||||
**Analysis:** Bash executes in 14ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### Brainfuck
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 26 ms
|
||||
**Peak Memory:** 2,048,000 bytes (1.95 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Brainfuck - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 46
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Brainfuck executes in 26ms with peak memory usage of 2,048,000 bytes (1.95 MB).
|
||||
|
||||
### Elixir
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 212 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Elixir - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 421
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [0.5, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Elixir executes in 212ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### Erlang
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 67 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "Erlang - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 124
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.9, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** Erlang executes in 67ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
### R
|
||||
|
||||
**Type:** Interpreted
|
||||
**Execution Time:** 158 ms
|
||||
**Peak Memory:** 2,080,768 bytes (1.98 MB)
|
||||
**Average CPU:** 0.0%
|
||||
|
||||
|
||||
```mermaid
|
||||
xychart-beta
|
||||
title "R - Memory Usage Over Time"
|
||||
x-axis "Time (ms)" 0 --> 309
|
||||
y-axis "Memory (MB)" 0 --> 2
|
||||
line [1.9, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0]
|
||||
```
|
||||
|
||||
|
||||
**Analysis:** R executes in 158ms with peak memory usage of 2,080,768 bytes (1.98 MB).
|
||||
|
||||
## Key Findings
|
||||
|
||||
1. **Compiled languages dominate**: C, Assembly, Rust, Go, and Nim all execute in ~9ms
|
||||
2. **Memory efficiency varies**: Compiled languages use minimal memory, JIT/interpreted use ~2 MB
|
||||
3. **Performance scaling**: Compiled languages maintain consistent performance across all decimal levels
|
||||
4. **JIT overhead**: Java, C#, Kotlin show startup overhead but good performance
|
||||
5. **Interpreted languages**: Python, Perl, PHP, Ruby, JavaScript show moderate performance
|
||||
|
||||
---
|
||||
|
||||
*Generated from Pi Calculation Benchmark - 5 decimals precision*
|
||||
*Generated from Pi Calculation Benchmark - {decimals} decimal{'s' if decimals > 1 else ''} precision*
|
||||
|
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Reference in New Issue
Block a user