deepseek-coder-6.7B-base — benchmark results
Provider: DeepSeek. Released 2023-11-02. Access: Open.
Unified ELO 1260 ± 41, rank #1600 of 1776 rated models, from 11 benchmark results.
Strongest benchmark results
| Benchmark | Score | Metric | Percentile |
|---|---|---|---|
| ShaderMatch | 17.51 | Clone Match Rate (%) | 95.2 |
| SAFIM | 63.4 | Average | 92.9 |
| EffiBench - NMU | 1.91 | Normalized Memory Usage | 58.5 |
| EffiBench - NET | 2.98 | Normalized Execution Time | 51.2 |
| EvalPlus (HumanEval+ & MBPP+) | 49.2 | Pass@1 avg (%) | 42.7 |
| InfiBench | 33.66 | Score (%) | 39 |
| GSM8K | 21.3 | Accuracy (%) | 22.3 |
| ARC Challenge (AI2) | 36.4 | Accuracy (%) | 14.1 |
| MMLU | 36.4 | Accuracy (%) | 8.9 |
| WinoGrande | 57.6 | Accuracy (%) | 7.5 |
| Epoch AI - ECI | 89.11 | ECI Score | 0.7 |
Interactive version: theaggregate.ai/model?slug=deepseek-coder-6-7b-base · How the rankings work · Data refreshed daily, snapshot 2026-07-22.