Model Comparator
Compare up to four models using the same criteria.
2 models compared
- LongCat 2.0
LongCat
✓ Best published value among measured models. — Data unavailable. These metrics do not establish an overall ranking.
| Metrics | LongCat 2.0 LongCat | Add a model · 2/4 | |
|---|---|---|---|
| Intelligence | 18.9 | Best: 19.1 | |
| Coding | — | 45.3 | |
| Agentic | — | 14 | |
| Speed | — | 59.2 t/s | |
| TTFT | — | 2.76 s | |
| Input · $ / 1M tokens | Best: $0.0938 | $0.75×8 relative to the lowest price among the compared models | |
| Output · $ / 1M tokens | Best: $0.188 | $2.95×15.7 relative to the lowest price among the compared models | |
| Context window | 1M | 1M | |
| Reasoning | No | Yes | |
| Open weights | Yes | Yes | |
| Cost / task | — | $0.146 |
Intelligence
- DeepSeek V4 Flash 0420 (Non-reasoning)
- 18.9
- LongCat 2.0
- Best: 19.1
Coding
- DeepSeek V4 Flash 0420 (Non-reasoning)
- —
- LongCat 2.0
- 45.3
Agentic
- DeepSeek V4 Flash 0420 (Non-reasoning)
- —
- LongCat 2.0
- 14
Speed
- DeepSeek V4 Flash 0420 (Non-reasoning)
- —
- LongCat 2.0
- 59.2 t/s
TTFT
- DeepSeek V4 Flash 0420 (Non-reasoning)
- —
- LongCat 2.0
- 2.76 s
Input · $ / 1M tokens
- DeepSeek V4 Flash 0420 (Non-reasoning)
- Best: $0.0938
- LongCat 2.0
- $0.75×8 relative to the lowest price among the compared models
Output · $ / 1M tokens
- DeepSeek V4 Flash 0420 (Non-reasoning)
- Best: $0.188
- LongCat 2.0
- $2.95×15.7 relative to the lowest price among the compared models
Context window
- DeepSeek V4 Flash 0420 (Non-reasoning)
- 1M
- LongCat 2.0
- 1M
Reasoning
- DeepSeek V4 Flash 0420 (Non-reasoning)
- No
- LongCat 2.0
- Yes
Open weights
- DeepSeek V4 Flash 0420 (Non-reasoning)
- Yes
- LongCat 2.0
- Yes
Cost / task
- DeepSeek V4 Flash 0420 (Non-reasoning)
- —
- LongCat 2.0
- $0.146
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 V4 Flash 0420 (Non-reasoning)18.9 · $0.117
- LongCat 2.019.1 · $1.30