BENCHMARKS
Execution-Based Benchmarks
Traditional benchmarks use static test cases. Ours use real execution traces from production agents. Evaluate your agent against how agents actually behave in the wild.
Coding Agent Benchmarks
189 datasets • 612K+ executions
Evaluate code generation, bug fixing, refactoring, and test writing against real execution traces.
Browser Agent Benchmarks
134 datasets • 890K+ executions
Measure navigation, form filling, data extraction, and error recovery on real websites.
Reasoning & Planning Benchmarks
112 datasets • 340K+ executions
Test multi-step planning, tool use, recursive reasoning, and decision quality.
Multi-Agent Benchmarks
87 datasets • 156K+ executions
Evaluate coordination, delegation, consensus, and conflict resolution between agents.
Run Benchmarks Against Real Traces
Compare your agent against execution data from production agents — not synthetic test cases.
import { StratScopeBenchmark } from '@stratscope/sdk';
const benchmark = new StratScopeBenchmark({
apiKey: process.env.STRATSCOPE_API_KEY,
agentId: 'agent_mycoding_01'
});
// Run SWE-Bench Verified against execution traces
const results = await benchmark.run({
benchmark: 'swe-bench-verified',
dataset: 'seea_planning_traces_v11',
metrics: ['pass_at_1', 'test_coverage', 'code_quality'],
compareAgainst: ['gpt-4', 'claude-3-opus', 'seea']
});
console.log(results);
/*
{
agent: 'agent_mycoding_01',
pass_at_1: 0.73,
test_coverage: 0.89,
code_quality: 8.2,
percentile: 87,
compared_to: {
'gpt-4': { pass_at_1: 0.68 },
'claude-3-opus': { pass_at_1: 0.71 },
'seea': { pass_at_1: 0.82 }
}
}
*/Available Benchmark Tasks
HumanEval+ Extended
156K execution traces
SWE-Bench Verified
89K execution traces
WebArena Full
234K execution traces
Mind2Web Hard
167K execution traces
PlanBench
89K execution traces
ToolBench Complete
112K execution traces
MA-Bench
67K execution traces
CoordinationBench
45K execution traces
Start Benchmarking Today
Run your agent against the most realistic benchmarks available. Get detailed comparison reports.
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