How we evaluate Cognee —our full evaluation methodology and results: retrieval accuracy, answer quality, and how Cognee compares across standard memory benchmarks. Download the complete eval pack.

• Benchmark datasets, metrics, and methodology
• Retrieval accuracy and answer-quality results
• Comparison against other memory and RAG baselines