Side-by-side comparison of text-embedding-3-small (OpenAI) and StarCoder 2 15B (BigCode) — benchmarks, pricing, and capabilities.
| text-embedding-3-small OpenAI | StarCoder 2 15B BigCode | |
|---|---|---|
| Category | Embedding Models | Code Models |
| Specifications | ||
| Context Window | 8K | 16K |
| Pricing (per 1M tokens) | ||
| Input Cost | $0.02 | — |
| Output Cost | — | — |
| Performance | ||
| Overall Score | 85.0 | 72.0 |
| HumanEval | — | 44.2 |
| MBPP | — | 64.5 |
| MTEB | 62.3 | — |
| Community | ||
| User Rating | ★ 4.4 | ★ 4.0 |
| Reviews | 1200 | 180 |