Side-by-side comparison of text-embedding-3-large (OpenAI) and DeepSeek Coder V2 (DeepSeek) — benchmarks, pricing, and capabilities.
| text-embedding-3-large OpenAI | DeepSeek Coder V2 DeepSeek | |
|---|---|---|
| Category | Embedding Models | Code Models |
| Specifications | ||
| Context Window | 8K | 128K |
| Pricing (per 1M tokens) | ||
| Input Cost | $0.13 | $0.14 |
| Output Cost | — | $0.28 |
| Performance | ||
| Overall Score | 91.0 | 84.5 |
| ARC-Challenge | — | 89.7 |
| GSM8K | — | 72.7 |
| HumanEval | — | 90.8 |
| MATH | — | 59.8 |
| MBPP | — | 86.5 |
| MMLU | — | 78.2 |
| MTEB | 64.6 | — |
| TruthfulQA | — | 72.7 |
| WinoGrande | — | 85.9 |
| Community | ||
| User Rating | ★ 4.5 | ★ 4.5 |
| Reviews | 890 | 445 |