Model Comparator
Compare up to four models using the same criteria.
2 models compared
- DeepSeek R1 (Jan '25)
DeepSeek
- LongCat Flash Lite
LongCat
✓ Best published value among measured models. — Data unavailable. These metrics do not establish an overall ranking.
| Metrics | DeepSeek R1 (Jan '25) DeepSeek | LongCat Flash Lite LongCat | Add a model · 2/4 |
|---|---|---|---|
| Intelligence | 11.4 | Best: 11.5 | |
| Coding | 24.6 | — | |
| Math | 68 | — | |
| Agentic | 1.1 | — | |
| Speed | 150 t/s | — | |
| TTFT | 1.09 s | — | |
| Input · $ / 1M tokens | $2 | — | |
| Output · $ / 1M tokens | $4 | — | |
| Context window | 128K | Best: 256K | |
| Reasoning | Yes | No | |
| Open weights | Yes | Yes | |
| Cost / task | $0.262 | — |
Intelligence
- DeepSeek R1 (Jan '25)
- 11.4
- LongCat Flash Lite
- Best: 11.5
Coding
- DeepSeek R1 (Jan '25)
- 24.6
- LongCat Flash Lite
- —
Math
- DeepSeek R1 (Jan '25)
- 68
- LongCat Flash Lite
- —
Agentic
- DeepSeek R1 (Jan '25)
- 1.1
- LongCat Flash Lite
- —
Speed
- DeepSeek R1 (Jan '25)
- 150 t/s
- LongCat Flash Lite
- —
TTFT
- DeepSeek R1 (Jan '25)
- 1.09 s
- LongCat Flash Lite
- —
Input · $ / 1M tokens
- DeepSeek R1 (Jan '25)
- $2
- LongCat Flash Lite
- —
Output · $ / 1M tokens
- DeepSeek R1 (Jan '25)
- $4
- LongCat Flash Lite
- —
Context window
- DeepSeek R1 (Jan '25)
- 128K
- LongCat Flash Lite
- Best: 256K
Reasoning
- DeepSeek R1 (Jan '25)
- Yes
- LongCat Flash Lite
- No
Open weights
- DeepSeek R1 (Jan '25)
- Yes
- LongCat Flash Lite
- Yes
Cost / task
- DeepSeek R1 (Jan '25)
- $0.262
- LongCat Flash Lite
- —
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 R1 (Jan '25)11.4 · $0.262
Not plotted for lack of data on these axes: LongCat Flash Lite.