Side-by-side comparison of DeepSeek Coder V2 (DeepSeek) and text-embedding-3-large (OpenAI) — benchmarks, pricing, and capabilities.
| DeepSeek Coder V2 DeepSeek | text-embedding-3-large OpenAI | |
|---|---|---|
| Category | Code Models | Embedding Models |
| Specifications | ||
| Context Window | 128K | 8K |
| Pricing (per 1M tokens) | ||
| Input Cost | $0.14 | $0.13 |
| Output Cost | $0.28 | — |
| Performance | ||
| Overall Score | 84.5 | 91.0 |
| 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 | 445 | 890 |