DeepSeek efficient MoE with 128K context. 671B parameters. Exceptional code (94/100) and math (93/100). State-of-the-art performance at low inference cost.
Epoch Capabilities Index score
Normalized ECI score (0-100)
Maximum input token capacity
Total compute used during training
Code generation, understanding, and debugging
Mathematical reasoning and problem solving
Multi-step logical reasoning
Overall reasoning and task completion ability
| Dimension | Score |
|---|---|
| Intelligence | 92.0 |
| Reasoning | 99.0 |
| Math | 100.0 |
| Code | 100.0 |
| Instruction Following | 96.0 |
| Overall | 92 |