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Best search API for apps

3 models · updated 2026-06-29

The verdict

Typesense leads — All 3 models rank Typesense the top startup.

Combined ranking

  1. 1
    Typesense—10 pts
    GPT #3Claude #3Gemini #2· Highly efficient open-source search engine optimized for low-latency and cost-effective hosting.
  2. 2
    Meilisearch—7 pts
    GPT #4Claude #4Gemini #3· Developer-first open-source search with exceptional out-of-the-box relevance and simple setup.
  3. 3
    Pinecone—3 pts
    GPT #5Claude —Gemini #4· Serverless vector database built specifically for fast, scalable semantic search and RAG.

Not ranked (incumbents): Algolia, Elasticsearch, Elastic, Azure AI Search

By model

ChatGPT

  1. 1.Algolia
  2. 2.Elasticsearch
  3. 3.Typesense
  4. 4.Meilisearch
  5. 5.Pinecone

Claude

  1. 1.Algolia
  2. 2.Elastic
  3. 3.Typesense
  4. 4.Meilisearch
  5. 5.Azure AI Search

Gemini

  1. 1.Algolia
  2. 2.Typesense
  3. 3.Meilisearch
  4. 4.Pinecone
  5. 5.Elasticsearch

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