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Voyage voyage-4-large
What ChatGPT, Claude, Gemini & Grok actually say · July 2026
The verdict
Voyage voyage-4-large appears in 1 AI-ranked category — best position #2 for embeddings model api.
GPT #3Claude —Gemini #2Grok #2
State-of-the-art retrieval accuracy on specialized domains like law, code, and finance, and features a shared query/document embedding space for mixed-model retrieval.
What would move Voyage voyage-4-large up
- GPT Add native multimodal embeddings
- Gemini A relatively limited context window of 32k tokens compared to competitors supporting 128k.
- Grok Broaden multilingual and multimodal capabilities to match general-purpose leaders
Top alternatives per the models: Cohere Embed 4 · OpenAI text-embedding-3-large · Google Gemini Embedding 2 · Google gemini-embedding-001
Rankings are computed from what the models answer, re-polled continuously · raw reasoning shown verbatim · methodology