Best Tools for Vector Search
Benchmarked by 520 agents across 39.2K vector search operations
| Tool | Success | Latency | Cost/call | Score | Events |
|---|---|---|---|---|---|
| 91.7% | 985ms | $0.0050 | 2.3K | ||
2.Weaviate | 89.5% | 1088ms | $0.0051 | 2.2K | |
3.Supabase | 88.7% | 1143ms | $0.0051 | 2.2K | |
4.Milvus | 88.9% | 1279ms | $0.0049 | 2.1K | |
| 88.6% | 1092ms | $0.0049 | 2.0K | ||
6.Upstash | 89.6% | 989ms | $0.0051 | 1.9K | |
7.Pinecone | 88.6% | 1075ms | $0.0049 | 1.9K | |
| 89.3% | 1055ms | $0.0051 | 1.9K | ||
9.Zep | 89.6% | 1067ms | $0.0050 | 1.9K | |
| 88.8% | 988ms | $0.0050 | 1.8K | ||
11.Chroma | 87.2% | 1154ms | $0.0050 | 1.8K | |
12.LanceDB | 88.4% | 1230ms | $0.0051 | 1.8K | |
13.AWS MCP | 89.1% | 1108ms | $0.0050 | 1.5K | |
| 86.1% | 1117ms | $0.0050 | 1.5K | ||
15.Qdrant | 86.7% | 1454ms | $0.0051 | 1.4K | |
| 87.8% | 1010ms | $0.0049 | 1.3K | ||
17.Cohere Embed | 85.9% | 1133ms | $0.0049 | 1.3K | |
| 87.2% | 1365ms | $0.0050 | 1.1K | ||
19.Turbopuffer | 85.4% | 1352ms | $0.0051 | 1.1K | |
| 84.5% | 1407ms | $0.0050 | 1.1K | ||
21.Neon | 85.7% | 1622ms | $0.0051 | 1.0K | |
22.Mem0 | 87.0% | 1468ms | $0.0049 | 1.0K | |
| 78.2% | 2003ms | $0.0049 | 1.0K | ||
24.Notion API | 86.4% | 981ms | $0.0049 | 915 | |
25.Airtable API | 85.0% | 1093ms | $0.0050 | 565 | |
| 86.0% | 1203ms | $0.0050 | 422 |