Side-by-side comparison of text-embedding-3-large (OpenAI) and DeepSeek R1 (DeepSeek) — benchmarks, pricing, and capabilities.
| text-embedding-3-large OpenAI | DeepSeek R1 DeepSeek | |
|---|---|---|
| Category | Embedding Models | LLMs |
| Specifications | ||
| Context Window | 8K | 128K |
| Pricing (per 1M tokens) | ||
| Input Cost | $0.13 | $0.55 |
| Output Cost | — | $2.19 |
| Performance | ||
| Overall Score | 91.0 | 92.0 |
| BigBench Hard | — | 89.0 |
| GSM8K | — | 97.3 |
| HumanEval | — | 90.5 |
| MATH | — | 93.5 |
| MMLU | — | 90.8 |
| MTEB | 64.6 | — |
| Community | ||
| User Rating | ★ 4.5 | ★ 4.6 |
| Reviews | 890 | 480 |