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Side-by-side
Text embedding 3 large vs DeepSeek R1
OpenAI vs DeepSeek — 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.
DeepSeek
DeepSeek R1
Reasoning model — rivals o1/o3 at 20x lower cost
DeepSeek-R1 is an open reasoning model from DeepSeek. Excels at math, coding, and step-by-step logic. Outputs include visible chain-of-thought. WARNING: Per DeepSeek ToS, prompts may be used for model training and are processed on servers in China. Not recommended for sensitive workloads.
| Spec | Text embedding 3 large | DeepSeek R1 |
|---|---|---|
| Provider | OpenAI | DeepSeek |
| Input cost / 1M tokens | — | $0.66 |
| Output cost / 1M tokens | — | $2.63 |
| Context window | — | 65,536 tokens |
| Max output tokens | — | 8,192 |
| Streaming support | — | ✓ |
| Tool calling | — | — |
| Vision input | — | — |
| JSON mode | — | ✓ |
| Status | ACTIVE | ACTIVE |
Use both via OneAPIKey — one key, one bill
OneAPIKey aggregates OpenAI, DeepSeek, and 10 more providers behind a single API. Smart Routing automatically picks the best model per request — or you choose explicitly.