Competitor Comparison Matrix

Feature | SWEBench | HumanEval | CodeXGLUE | EvalAI
----------------------------|----------|-----------|-----------|--------
Open-Source Model Support | ✓ | ✗ | ✓ | ✓
Automated Benchmark Pipelines| ✓ | ✗ | ✗ | ✓
Detailed Metrics & Reporting | ✓ | ✓ | ✓ | ✗
Comparative Model Analysis | ✓ | ✗ | ✓ | ✗
Multi-Language Support | ✓ | ✓ | ✓ | ✓
CI/CD Integration | ✓ | ✗ | ✗ | ✗