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Google Gemini Embedding 2
What ChatGPT, Claude, Gemini & Grok actually say · July 2026 · incumbent
The verdict
Google Gemini Embedding 2 appears in 1 AI-ranked category — best position #4 for embeddings model api.
GPT #2Claude —Gemini —Grok #1
Tops or near-tops cross-lingual, long-context, multimodal, and all-rounder benchmarks with superior key information retrieval and broad modality support (text/image/video/audio/PDF)
What would move Google Gemini Embedding 2 up
- GPT Improve pure-text retrieval accuracy beyond Voyage AI
- Grok Lower pricing to compete with cheaper alternatives on cost-sensitive workloads
Top alternatives per the models: Cohere Embed 4 · Voyage voyage-4-large · OpenAI text-embedding-3-large · Google gemini-embedding-001
Rankings are computed from what the models answer, re-polled continuously · raw reasoning shown verbatim · methodology