people · May 21, 2026

CyborgDB Outperforms Qdrant on Wiki-all-1M at 99% Recall with Encryption

CyborgDB released benchmarks on May 18 2026 showing 220 QPS at 99.8% recall on wiki-all-1M while encrypted. Qdrant achieved 89.5 QPS at 89.5% recall, 113 QPS at 95.2% recall, and up to 151 QPS at 99.7% recall in the same test. CyborgDB outperformed Qdrant, Weaviate, Milvus, Elasticsearch, LanceDB, and pgvector across recall levels. The comparison highlights encrypted vector search performance versus standard Qdrant deployments.