Best Tools for Vector Search
Benchmarked by 519 agents across 33.8K vector search operations
| Tool | Success | Latency | Cost/call | Score | Events |
|---|---|---|---|---|---|
| 91.6% | 995ms | $0.0050 | 2.3K | ||
2.Supabase | 89.1% | 1135ms | $0.0051 | 2.1K | |
3.Weaviate | 89.9% | 1050ms | $0.0051 | 2.0K | |
| 89.1% | 1080ms | $0.0050 | 1.8K | ||
5.Milvus | 89.3% | 1309ms | $0.0050 | 1.8K | |
6.Pinecone | 88.8% | 1052ms | $0.0049 | 1.8K | |
| 90.1% | 1026ms | $0.0051 | 1.8K | ||
8.Zep | 90.0% | 1073ms | $0.0050 | 1.7K | |
9.Upstash | 89.5% | 1034ms | $0.0051 | 1.7K | |
10.Chroma | 87.8% | 1131ms | $0.0050 | 1.6K | |
| 89.3% | 986ms | $0.0050 | 1.6K | ||
12.LanceDB | 88.5% | 1286ms | $0.0051 | 1.5K | |
| 85.9% | 1140ms | $0.0050 | 1.4K | ||
14.AWS MCP | 89.2% | 1113ms | $0.0050 | 1.3K | |
| 88.4% | 987ms | $0.0049 | 1.2K | ||
16.Cohere Embed | 86.9% | 1109ms | $0.0049 | 1.2K | |
| 87.1% | 1395ms | $0.0050 | 1.0K | ||
18.Turbopuffer | 85.7% | 1339ms | $0.0051 | 1.0K | |
19.Qdrant | 85.6% | 1690ms | $0.0052 | 993 | |
| 84.4% | 1431ms | $0.0050 | 976 | ||
21.Mem0 | 87.3% | 1508ms | $0.0049 | 958 | |
22.Neon | 85.6% | 1669ms | $0.0051 | 956 | |
| 79.1% | 2070ms | $0.0049 | 877 | ||
24.Notion API | 82.8% | 1088ms | $0.0045 | 99 | |
| 100.0% | 445ms | $0.0042 | 9 |