Best search API for apps

Combined ranking

1. 1
   Algoliaincumbent—15 pts

   GPT #1Claude #1Gemini #1

   Best all-around hosted app search: fast global API, excellent typo tolerance, facets, synonyms, merchandising, analytics, personalization, strong SDKs, and mature AI/hybrid search for commerce and content apps

   To stay #1 Make pricing more predictable and less expensive at scale

2. 2
   Typesense—11 pts

   GPT #3Claude #2Gemini #2

   The best price-performance in the category — open source with a cheap managed cloud, single-binary simplicity, built-in vector and hybrid search, and latency that rivals Algolia at a fraction of the cost

   To rank higher Close the gap in enterprise features (analytics, merchandising rules, personalization) that still push larger commerce teams to Algolia

3. 3
   Elasticsearchincumbent▲19 pts

   GPT #2Claude #4Gemini #3

   Most powerful and flexible search engine for teams that need deep control, custom ranking, hybrid keyword/vector search, observability, security, and massive-scale indexing

   To rank higher Make managed setup, relevance tuning, and day-two operations dramatically simpler

4. 4
   Meilisearch▼16 pts

   GPT #5Claude #3Gemini #4

   Fastest developer onboarding of any search engine — great defaults with zero tuning, excellent docs, strong hybrid/AI search additions, and a growing managed cloud that fits indie and startup apps perfectly

   To rank higher Stronger horizontal-scaling and multi-node story so teams don't outgrow it once indexes hit hundreds of millions of documents

5. 5
   Azure AI Searchincumbent—3 pts

   GPT #4Claude #5Gemini —

   Best search API inside the Microsoft ecosystem, with strong hybrid/vector search, semantic ranking, AI enrichment, RAG integrations, compliance, and Azure-native security

   To rank higher Improve cloud-agnostic developer experience and reduce Azure-specific complexity

6. 6
   Pinecone—1 pts

   GPT —Claude —Gemini #5

   A leading fully-managed vector database API that simplifies semantic search and RAG integration for AI-powered application features.

   To rank higher Incorporate native, robust lexical keyword search features to allow seamless hybrid search without requiring external database integrations.

Rank history

By model

Tracked by ModelsAgree · rank 1 = 5 pts … rank 5 = 1 pt · re-polled continuously