Best Google Vertex AI Search Alternatives in 2026
Updated
20 platforms from search databases ranked against Google Vertex AI Search on the same published basis.
- 1Google Vertex AI Search vs Typesense
- 2Google Vertex AI Search vs Vespa
- 3Google Vertex AI Search vs Meilisearch
- 4Google Vertex AI Search vs Pinecone
- 5Google Vertex AI Search vs Zilliz Cloud
- 6Google Vertex AI Search vs Chroma
- 7Google Vertex AI Search vs Qdrant
- 8Google Vertex AI Search vs Algolia
- 9Google Vertex AI Search vs Manticore Search
- 10Google Vertex AI Search vs Datafari
- 11Google Vertex AI Search vs Elasticsearch
- 12Google Vertex AI Search vs OpenSearch
- 13Google Vertex AI Search vs ParadeDB
- 14Google Vertex AI Search vs Weaviate
- 15Google Vertex AI Search vs Milvus
- 16Google Vertex AI Search vs Apache Solr
- 17Google Vertex AI Search vs Coveo
- 18Google Vertex AI Search vs LanceDB
- 20Google Vertex AI Search vs Vald
- 21Google Vertex AI Search vs Sonic
Google Vertex AI Search alternatives compared
| # | Platform | Score | Free plan | From | Runs on |
|---|---|---|---|---|---|
| 1 | Typesense | 8.0 | Free plan | $22/mo | API, Linux, Mac, self-hosted, Web, Windows |
| 2 | Vespa | 8.0 | $0.05/mo | API, Linux, Mac, self-hosted, Web, Windows | |
| 3 | Meilisearch | 7.9 | Free plan | $20/mo | API, Linux, Mac, self-hosted, Web, Windows |
| 4 | Pinecone | 7.7 | Free plan | API, Web | |
| 5 | Zilliz Cloud | 7.6 | Free plan | Free | API, Web |
| 6 | Chroma | 7.5 | Free plan | $250/mo | Android, API, iOS, Linux, Mac, self-hosted, Web, Windows |
| 7 | Qdrant | 7.4 | Free plan | Free | API, Linux, Mac, self-hosted, Web, Windows |
| 8 | Algolia | 7.3 | Free plan | $0.50/mo | Android, API, iOS, Web |
| 9 | Manticore Search | 7.3 | Free plan | Free | API, Linux, Mac, self-hosted, Web, Windows |
| 10 | Datafari | 7.2 | Free plan | $825/mo | Linux, self-hosted, Web, Windows |
| 11 | Elasticsearch | 7.1 | API, Linux, self-hosted, Web | ||
| 12 | OpenSearch | 7.1 | Free plan | Free | API, Linux, Mac, self-hosted, Web, Windows |
| 13 | ParadeDB | 7.1 | Free plan | Free | API, Linux, Mac, self-hosted |
| 14 | Weaviate | 7.1 | Free plan | $45/mo | API, Linux, self-hosted, Web |
| 15 | Milvus | 7.0 | Free plan | Free | API, Linux, self-hosted |
| 16 | Apache Solr | 6.9 | Free plan | Free | API, Linux, Mac, self-hosted, Windows |
| 17 | Coveo | 6.9 | API, Web | ||
| 18 | LanceDB | 6.9 | Free plan | Free | API, Linux, self-hosted |
| 20 | Vald | 6.8 | Free plan | Free | API, Linux, self-hosted |
| 21 | Sonic | 6.7 | Free plan | Free | Linux, self-hosted |
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Questions about Google Vertex AI Search alternatives
What is the best alternative to Google Vertex AI Search?
Typesense, number 1 in search databases with a score of 8.0 out of 10. The others here: Vespa, Meilisearch, Pinecone and 16 more.
What is the best free alternative to Google Vertex AI Search?
Typesense is the best-ranked alternative with a free plan. 17 of the 20 alternatives here publish a free plan on their own pricing pages.
How are these alternatives ranked?
Ranked on how quickly a newcomer can get going: documentation depth, a free tier or trial, and the platforms it runs on.