Text Embedding 3 (Small) is 100% cheaper than Command R+ on blended 3:1 token pricing. Text Embedding 3 (Small) costs $0.02/1M in and $0.00/1M out, while Command R+ costs $2.50/1M in and $10.00/1M out.
Text Embedding 3 (Small) vs Command R+
Compare verified input/output token rates, prompt caching discounts, latency tiers, and context limits between OpenAI and Cohere.
| Metric / Feature | Text Embedding 3 (Small) (OpenAI) | Command R+ (Cohere) |
|---|---|---|
| Input Price ($ / 1M Tokens) | $0.02 | $2.50 |
| Output Price ($ / 1M Tokens) | $0.00 | $10.00 |
| Prompt Caching Input Rate | Not Available | Not Available |
| Blended 3:1 Rate (Production) | $0.015 / 1M | $4.375 / 1M |
| Max Context Window | 8k | 128k |
| Multimodal Vision | ❌ Text Only | ❌ Text Only |
| MMLU Benchmark | N/A | 75.7% |
| Throughput & Latency | Ultra-Fast | Fast (~40 t/s) |
| Best For | Vector search, semantic clustering, RAG index creation | Grounded RAG with citation generation, enterprise business tooling |
When to Choose Text Embedding 3 (Small)
Choose Text Embedding 3 (Small) if your workload requires vector search, semantic clustering, rag index creation. Ideal for teams needing OpenAI's infrastructure and ecosystem tooling.
When to Choose Command R+
Choose Command R+ if your primary objective is grounded rag with citation generation, enterprise business tooling. Ideal for scaling high-throughput pipelines with Cohere.
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