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M4iKZ / Vector-Arena

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A comprehensive, multiprocessing-isolated benchmark for evaluating vector database performance and quality. Measures insertion speed, search latency (diverse, sequential, filtered, and bulk), recall accuracy, and memory usage across standard (ChromaDB, LanceDB, Qdrant, FAISS, USearch) and custom engine implementations.

benchmark python-benchmark semantic-search performance-evaluation similarity-search faiss hnsw vector-search vector-database qdrant chromadb lancedb sift1m
  • Updated Apr 6, 2026
  • JavaScript

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