Model Comparator
Compare up to four models using the same criteria.
2 models compared
- Qwen3.7 Max
Alibaba
- Ling 3.1 Flash 1019
InclusionAI
✓ Best published value among measured models. — Data unavailable. These metrics do not establish an overall ranking.
| Metrics | Qwen3.7 Max Alibaba | Ling 3.1 Flash 1019 InclusionAI | Add a model · 2/4 |
|---|---|---|---|
| Intelligence | 29.5 | Best: 29.6 | |
| Coding | 66 | — | |
| Agentic | 22.5 | — | |
| Speed | 201 t/s | — | |
| TTFT | 2.2 s | — | |
| Input · $ / 1M tokens | $2.50×8.3 relative to the lowest price among the compared models | Best: $0.30 | |
| Output · $ / 1M tokens | $7.50×8.3 relative to the lowest price among the compared models | Best: $0.90 | |
| Context window | 1M | 1M | |
| Reasoning | Yes | Yes | |
| Open weights | No | Yes | |
| Cost / task | Best: $0.932 | $3.19×3.4 relative to the lowest price among the compared models |
Intelligence
- Qwen3.7 Max
- 29.5
- Ling 3.1 Flash 1019
- Best: 29.6
Coding
- Qwen3.7 Max
- 66
- Ling 3.1 Flash 1019
- —
Agentic
- Qwen3.7 Max
- 22.5
- Ling 3.1 Flash 1019
- —
Speed
- Qwen3.7 Max
- 201 t/s
- Ling 3.1 Flash 1019
- —
TTFT
- Qwen3.7 Max
- 2.2 s
- Ling 3.1 Flash 1019
- —
Input · $ / 1M tokens
- Qwen3.7 Max
- $2.50×8.3 relative to the lowest price among the compared models
- Ling 3.1 Flash 1019
- Best: $0.30
Output · $ / 1M tokens
- Qwen3.7 Max
- $7.50×8.3 relative to the lowest price among the compared models
- Ling 3.1 Flash 1019
- Best: $0.90
Context window
- Qwen3.7 Max
- 1M
- Ling 3.1 Flash 1019
- 1M
Reasoning
- Qwen3.7 Max
- Yes
- Ling 3.1 Flash 1019
- Yes
Open weights
- Qwen3.7 Max
- No
- Ling 3.1 Flash 1019
- Yes
Cost / task
- Qwen3.7 Max
- Best: $0.932
- Ling 3.1 Flash 1019
- $3.19×3.4 relative to the lowest price among the compared models
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.
- Qwen3.7 Max29.5 · $0.932
- Ling 3.1 Flash 101929.6 · $3.19