Model Comparator
Compare up to four models using the same criteria.
2 models compared
- Qwen3.8 27B (Xhigh)
Alibaba
- Ling 3.0 Flash
InclusionAI
✓ Best published value among measured models. — Data unavailable. These metrics do not establish an overall ranking.
| Metrics | Qwen3.8 27B (Xhigh) Alibaba | Ling 3.0 Flash InclusionAI | Add a model · 2/4 |
|---|---|---|---|
| Intelligence | 20.1 | 20.1 | |
| Coding | Best: 68.1 | 50.6 | |
| Agentic | Best: 45.8 | 19.3 | |
| Cyber Index | 12.7% | — | |
| Speed | 41.1 t/s | Best: 311 t/s | |
| TTFT | 3.99 s | Best: 2.53 s | |
| Input · $ / 1M tokens | $0.50×6.7 relative to the lowest price among the compared models | Best: $0.075 | |
| Output · $ / 1M tokens | $3×13.6 relative to the lowest price among the compared models | Best: $0.22 | |
| Context window | 256K | Best: 1M | |
| Reasoning | Yes | Yes | |
| Open weights | Yes | Yes | |
| Cost / task | $3.53×127 relative to the lowest price among the compared models | Best: $0.0277 |
Intelligence
- Qwen3.8 27B (Xhigh)
- 20.1
- Ling 3.0 Flash
- 20.1
Coding
- Qwen3.8 27B (Xhigh)
- Best: 68.1
- Ling 3.0 Flash
- 50.6
Agentic
- Qwen3.8 27B (Xhigh)
- Best: 45.8
- Ling 3.0 Flash
- 19.3
Cyber Index
- Qwen3.8 27B (Xhigh)
- 12.7%
- Ling 3.0 Flash
- —
Speed
- Qwen3.8 27B (Xhigh)
- 41.1 t/s
- Ling 3.0 Flash
- Best: 311 t/s
TTFT
- Qwen3.8 27B (Xhigh)
- 3.99 s
- Ling 3.0 Flash
- Best: 2.53 s
Input · $ / 1M tokens
- Qwen3.8 27B (Xhigh)
- $0.50×6.7 relative to the lowest price among the compared models
- Ling 3.0 Flash
- Best: $0.075
Output · $ / 1M tokens
- Qwen3.8 27B (Xhigh)
- $3×13.6 relative to the lowest price among the compared models
- Ling 3.0 Flash
- Best: $0.22
Context window
- Qwen3.8 27B (Xhigh)
- 256K
- Ling 3.0 Flash
- Best: 1M
Reasoning
- Qwen3.8 27B (Xhigh)
- Yes
- Ling 3.0 Flash
- Yes
Open weights
- Qwen3.8 27B (Xhigh)
- Yes
- Ling 3.0 Flash
- Yes
Cost / task
- Qwen3.8 27B (Xhigh)
- $3.53×127 relative to the lowest price among the compared models
- Ling 3.0 Flash
- Best: $0.0277
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.
- Qwen3.8 27B (Xhigh)20.1 · $3.53
- Ling 3.0 Flash20.1 · $0.0277