Best Embedding Models for RAG in 2026: OpenAI, Voyage, Cohere, and Jina Compared
Voyage-3-large tops MTEB v2, Cohere Embed v4 handles 128K multimodal, OpenAI is the best default, and Jina wins multilingual. Full 2026 benchmark with code.
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Voyage-3-large tops MTEB v2, Cohere Embed v4 handles 128K multimodal, OpenAI is the best default, and Jina wins multilingual. Full 2026 benchmark with code.
An honest 2026 comparison of LiteLLM, OpenRouter, and Portkey across routing, caching, observability, governance, and pricing, with real configs and a decision framework for picking the right gateway.