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Side-by-side
Text embedding 3 large vs Command R+
OpenAI vs Cohere — head-to-head specs and pricing.
OpenAI
Text embedding 3 large
High-quality OpenAI embeddings.
3072-dim embeddings for retrieval, clustering, classification. Best-in-class semantic quality.
Cohere
Command R+
Cohere's flagship RAG-optimized model.
Command R+ — optimized for retrieval-augmented generation with inline citations and tool use.
| Spec | Text embedding 3 large | Command R+ |
|---|---|---|
| Provider | OpenAI | Cohere |
| Input cost / 1M tokens | — | $3.00 |
| Output cost / 1M tokens | — | $12.00 |
| Context window | — | 128,000 tokens |
| Max output tokens | — | — |
| Streaming support | — | ✓ |
| Tool calling | — | ✓ |
| Vision input | — | — |
| JSON mode | — | — |
| Status | ACTIVE | ACTIVE |
Use both via OneAPIKey — one key, one bill
OneAPIKey aggregates OpenAI, Cohere, and 10 more providers behind a single API. Smart Routing automatically picks the best model per request — or you choose explicitly.