Best Infinity Alternatives in 2026
Updated
20 tools from vector databases ranked against Infinity on the same published basis.
- 1Infinity vs Chroma
- 2Infinity vs Vespa
- 3Infinity vs Qdrant
- 4Infinity vs Pinecone
- 5Infinity vs Upstash Vector
- 6Infinity vs Zilliz Cloud
- 7Infinity vs KDB.AI
- 8Infinity vs Weaviate
- 9Infinity vs Epsilla
- 10Infinity vs Milvus
- 11Infinity vs Cloudflare Vectorize
- 12Infinity vs Elasticsearch
- 13Infinity vs LanceDB
- 14Infinity vs Zvec
- 15Infinity vs Volcengine TTS
- 16Infinity vs Actian Zen
- 18Infinity vs turbopuffer
- 19Infinity vs Tencent Cloud VectorDB
- 20Infinity vs Vertex AI Vector Search
- 21Infinity vs ManyVector
Infinity alternatives compared
| # | Tool | Score | Free plan | From | Runs on |
|---|---|---|---|---|---|
| 1 | Chroma | 7.9 | Free plan | $250/mo | Android, API, iOS, Linux, Mac, self-hosted, Web, Windows |
| 2 | Vespa | 7.9 | No | $0.05/mo | API, Linux, Mac, self-hosted, Web, Windows |
| 3 | Qdrant | 7.6 | Free plan | Free | API, Linux, Mac, self-hosted, Web, Windows |
| 4 | Pinecone | 7.4 | Free plan | — | API, Web |
| 5 | Upstash Vector | 7.3 | Free plan | $0.40/mo | API, Web |
| 6 | Zilliz Cloud | 7.3 | Free plan | Free | API, Web |
| 7 | KDB.AI | 7.2 | Free plan | Free | API, self-hosted, Web |
| 8 | Weaviate | 7.2 | Free plan | $45/mo | API, Linux, self-hosted, Web |
| 9 | Epsilla | 7.0 | Free plan | $29/mo | API, self-hosted, Web |
| 10 | Milvus | 7.0 | Free plan | Free | API, Linux, self-hosted |
| 11 | Cloudflare Vectorize | 6.9 | Free plan | Free | API, Web |
| 12 | Elasticsearch | 6.9 | No | — | API, Linux, self-hosted, Web |
| 13 | LanceDB | 6.8 | Free plan | Free | API, Linux, self-hosted |
| 14 | Zvec | 6.5 | No | — | Windows, Mac, Linux, iOS, Android |
| 15 | Volcengine TTS | 6.3 | No | — | API, Web |
| 16 | Actian Zen | 6.2 | No | — | Linux, Windows, Mac |
| 18 | turbopuffer | 5.9 | No | — | Web |
| 19 | Tencent Cloud VectorDB | 5.8 | No | — | Web |
| 20 | Vertex AI Vector Search | 5.8 | No | — | Web |
| 21 | ManyVector | 5.7 | Free plan | Free | API, self-hosted |
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Questions about Infinity alternatives
What is the best alternative to Infinity?
Chroma, number 1 in vector databases with a score of 7.9 out of 10. The others here: Vespa, Qdrant, Pinecone and 16 more.
What is the best free alternative to Infinity?
Chroma is the best-ranked alternative with a free plan. 12 of the 20 alternatives here publish a free plan on their own pricing pages.
How are these alternatives ranked?
Ranked on what each maker publishes, the fullest spec sheet first: how deeply the product is documented, the platforms it runs on, a free tier or trial to test it, and its standing.