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benchmark.js
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97 lines (81 loc) · 2.87 KB
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#!/usr/bin/env node
/**
* Benchmark - Measure actual vs projected cost savings
* Calculate ROI for optimization strategies
*/
class CostBenchmark {
constructor() {
this.runs = [];
}
// Run benchmark
runScenario(name, requests, strategy = 'all') {
const scenario = { name, requests: requests.length, strategy, timestamp: Date.now() };
// Standard cost (Sonnet, no optimization)
let standardCost = 0;
requests.forEach(r => {
const tokens = r.tokens || 200;
standardCost += (tokens / 1e6) * 3; // Sonnet: $3/MTok input
});
// Optimized cost
let optimizedCost = standardCost;
if (strategy === 'all' || strategy === 'model') optimizedCost *= 0.33; // Haiku: 1/3 cost
if (strategy === 'all' || strategy === 'caching') optimizedCost *= 0.5; // 50% cache hits = ~50% savings
if (strategy === 'all' || strategy === 'batch') optimizedCost *= 0.5; // 50% batch discount
scenario.results = {
standard: standardCost.toFixed(4),
optimized: optimizedCost.toFixed(4),
savings: (standardCost - optimizedCost).toFixed(4),
savingsPercent: `${((standardCost - optimizedCost) / standardCost * 100).toFixed(1)}%`
};
this.runs.push(scenario);
return scenario;
}
// Get report
getReport() {
if (this.runs.length === 0) return { error: 'No benchmarks run' };
let totalStandard = 0, totalOptimized = 0;
const scenarios = this.runs.map(r => {
totalStandard += parseFloat(r.results.standard);
totalOptimized += parseFloat(r.results.optimized);
return {
name: r.name,
strategy: r.strategy,
...r.results
};
});
const totalSavings = totalStandard - totalOptimized;
const savingsPercent = (totalSavings / totalStandard * 100).toFixed(1);
return {
scenarios,
summary: {
totalStandard: totalStandard.toFixed(4),
totalOptimized: totalOptimized.toFixed(4),
totalSavings: totalSavings.toFixed(4),
savingsPercent: `${savingsPercent}%`
},
roi: {
breakEvenDays: 0,
annualSavings: (totalSavings * 365).toFixed(2),
recommendation: savingsPercent > 50 ? 'HIGHLY RECOMMENDED' : 'BENEFICIAL'
}
};
}
// Compare strategies
compare(requests) {
const strategies = ['model', 'caching', 'batch', 'all'];
return strategies.map(s => {
const r = this.runScenario(`${s}-strategy`, requests, s);
return { strategy: s, ...r.results };
});
}
}
module.exports = CostBenchmark;
// CLI usage
if (require.main === module) {
const benchmark = new CostBenchmark();
const requests = Array(100).fill({ tokens: 100 });
benchmark.runScenario('Small batch', requests.slice(0, 10));
benchmark.runScenario('Large batch', requests, 'all');
console.log('Benchmark Report:');
console.log(JSON.stringify(benchmark.getReport(), null, 2));
}