Model Comparator
Compare up to four models using the same criteria.
2 models compared
- Ling 3.1 Flash 1019
InclusionAI
- Qwen3.7 Max
Alibaba
✓ Best published value among measured models. — Data unavailable. These metrics do not establish an overall ranking.
| Metrics | Ling 3.1 Flash 1019 InclusionAI | Qwen3.7 Max Alibaba | Add a model · 2/4 |
|---|---|---|---|
| Intelligence | 29.5 | 29.5 | |
| Coding | — | 66 | |
| Agentic | — | 22.5 | |
| Speed | — | 201 t/s | |
| TTFT | — | 2.15 s | |
| Input · $ / 1M tokens | Best: $0.30 | $2.50×8.3 relative to the lowest price among the compared models | |
| Output · $ / 1M tokens | Best: $0.90 | $7.50×8.3 relative to the lowest price among the compared models | |
| Context window | 1M | 1M | |
| Reasoning | Yes | Yes | |
| Open weights | Yes | No | |
| Cost / task | $3.19×3.4 relative to the lowest price among the compared models | Best: $0.932 |
Intelligence
- Ling 3.1 Flash 1019
- 29.5
- Qwen3.7 Max
- 29.5
Coding
- Ling 3.1 Flash 1019
- —
- Qwen3.7 Max
- 66
Agentic
- Ling 3.1 Flash 1019
- —
- Qwen3.7 Max
- 22.5
Speed
- Ling 3.1 Flash 1019
- —
- Qwen3.7 Max
- 201 t/s
TTFT
- Ling 3.1 Flash 1019
- —
- Qwen3.7 Max
- 2.15 s
Input · $ / 1M tokens
- Ling 3.1 Flash 1019
- Best: $0.30
- Qwen3.7 Max
- $2.50×8.3 relative to the lowest price among the compared models
Output · $ / 1M tokens
- Ling 3.1 Flash 1019
- Best: $0.90
- Qwen3.7 Max
- $7.50×8.3 relative to the lowest price among the compared models
Context window
- Ling 3.1 Flash 1019
- 1M
- Qwen3.7 Max
- 1M
Reasoning
- Ling 3.1 Flash 1019
- Yes
- Qwen3.7 Max
- Yes
Open weights
- Ling 3.1 Flash 1019
- Yes
- Qwen3.7 Max
- No
Cost / task
- Ling 3.1 Flash 1019
- $3.19×3.4 relative to the lowest price among the compared models
- Qwen3.7 Max
- Best: $0.932
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.
- Ling 3.1 Flash 101929.5 · $3.19
- Qwen3.7 Max29.5 · $0.932