Model Comparator
Compare up to four models using the same criteria.
2 models compared
- DeepSeek V3.2 (Reasoning)
DeepSeek
- KAT Coder Pro V2
KwaiKAT
✓ Best published value among measured models. — Data unavailable. These metrics do not establish an overall ranking.
| Metrics | DeepSeek V3.2 (Reasoning) DeepSeek | KAT Coder Pro V2 KwaiKAT | Add a model · 2/4 |
|---|---|---|---|
| Intelligence | 21.5 | Best: 21.7 | |
| Coding | 44.2 | Best: 59.5 | |
| Math | 92 | — | |
| Input · $ / 1M tokens | Best: $0.28 | $0.30×1.1 relative to the lowest price among the compared models | |
| Output · $ / 1M tokens | Best: $0.42 | $1.20×2.9 relative to the lowest price among the compared models | |
| Context window | 128K | Best: 256K | |
| Reasoning | Yes | No | |
| Open weights | Yes | No |
Intelligence
- DeepSeek V3.2 (Reasoning)
- 21.5
- KAT Coder Pro V2
- Best: 21.7
Coding
- DeepSeek V3.2 (Reasoning)
- 44.2
- KAT Coder Pro V2
- Best: 59.5
Math
- DeepSeek V3.2 (Reasoning)
- 92
- KAT Coder Pro V2
- —
Input · $ / 1M tokens
- DeepSeek V3.2 (Reasoning)
- Best: $0.28
- KAT Coder Pro V2
- $0.30×1.1 relative to the lowest price among the compared models
Output · $ / 1M tokens
- DeepSeek V3.2 (Reasoning)
- Best: $0.42
- KAT Coder Pro V2
- $1.20×2.9 relative to the lowest price among the compared models
Context window
- DeepSeek V3.2 (Reasoning)
- 128K
- KAT Coder Pro V2
- Best: 256K
Reasoning
- DeepSeek V3.2 (Reasoning)
- Yes
- KAT Coder Pro V2
- No
Open weights
- DeepSeek V3.2 (Reasoning)
- Yes
- KAT Coder Pro V2
- No
Each reasoning level remains a separate configuration.
Score and cost
Each line joins the reasoning levels of a compared model; the large point marks the configuration in the table. The top-right corner holds the best score for the lowest cost. Select another point to compare that level.
- DeepSeek V3.2 (Reasoning)21.5 · $0.315
- KAT Coder Pro V221.7 · $0.525