Model Comparator
Compare up to four models using the same criteria.
2 models compared
- DeepSeek V3 0324
DeepSeek
- Ling 2.6 Flash
InclusionAI
✓ Best published value among measured models. — Data unavailable. These metrics do not establish an overall ranking.
| Metrics | DeepSeek V3 0324 DeepSeek | Ling 2.6 Flash InclusionAI | Add a model · 2/4 |
|---|---|---|---|
| Intelligence | 9.7 | 9.7 | |
| Coding | 21.2 | Best: 25.3 | |
| Math | 41 | — | |
| Agentic | 0.8 | — | |
| Speed | 109 t/s | — | |
| TTFT | 0.71 s | — | |
| Input · $ / 1M tokens | $0.24 | — | |
| Output · $ / 1M tokens | $0.90 | — | |
| Context window | 128K | Best: 262K | |
| Reasoning | No | No | |
| Open weights | Yes | Yes | |
| Cost / task | $0.0211 | — |
Intelligence
- DeepSeek V3 0324
- 9.7
- Ling 2.6 Flash
- 9.7
Coding
- DeepSeek V3 0324
- 21.2
- Ling 2.6 Flash
- Best: 25.3
Math
- DeepSeek V3 0324
- 41
- Ling 2.6 Flash
- —
Agentic
- DeepSeek V3 0324
- 0.8
- Ling 2.6 Flash
- —
Speed
- DeepSeek V3 0324
- 109 t/s
- Ling 2.6 Flash
- —
TTFT
- DeepSeek V3 0324
- 0.71 s
- Ling 2.6 Flash
- —
Input · $ / 1M tokens
- DeepSeek V3 0324
- $0.24
- Ling 2.6 Flash
- —
Output · $ / 1M tokens
- DeepSeek V3 0324
- $0.90
- Ling 2.6 Flash
- —
Context window
- DeepSeek V3 0324
- 128K
- Ling 2.6 Flash
- Best: 262K
Reasoning
- DeepSeek V3 0324
- No
- Ling 2.6 Flash
- No
Open weights
- DeepSeek V3 0324
- Yes
- Ling 2.6 Flash
- Yes
Cost / task
- DeepSeek V3 0324
- $0.0211
- Ling 2.6 Flash
- —
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 03249.7 · $0.0211
Not plotted for lack of data on these axes: Ling 2.6 Flash.