Model Comparator
Compare up to four models using the same criteria.
2 models compared
- Qwen3.8 27B (Non-reasoning)
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 (Non-reasoning) Alibaba | Ling 3.0 Flash InclusionAI | Add a model · 2/4 |
|---|---|---|---|
| Intelligence | Best: 20.2 | 20.1 | |
| Coding | 44.6 | Best: 50.6 | |
| Agentic | Best: 22.4 | 19.3 | |
| Speed | 44.7 t/s | Best: 290 t/s | |
| TTFT | 4.24 s | Best: 2.83 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: 262K | |
| Reasoning | No | Yes | |
| Open weights | Yes | Yes | |
| Cost / task | $2.49 | — |
Intelligence
- Qwen3.8 27B (Non-reasoning)
- Best: 20.2
- Ling 3.0 Flash
- 20.1
Coding
- Qwen3.8 27B (Non-reasoning)
- 44.6
- Ling 3.0 Flash
- Best: 50.6
Agentic
- Qwen3.8 27B (Non-reasoning)
- Best: 22.4
- Ling 3.0 Flash
- 19.3
Speed
- Qwen3.8 27B (Non-reasoning)
- 44.7 t/s
- Ling 3.0 Flash
- Best: 290 t/s
TTFT
- Qwen3.8 27B (Non-reasoning)
- 4.24 s
- Ling 3.0 Flash
- Best: 2.83 s
Input · $ / 1M tokens
- Qwen3.8 27B (Non-reasoning)
- $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 (Non-reasoning)
- $3×13.6 relative to the lowest price among the compared models
- Ling 3.0 Flash
- Best: $0.22
Context window
- Qwen3.8 27B (Non-reasoning)
- 256K
- Ling 3.0 Flash
- Best: 262K
Reasoning
- Qwen3.8 27B (Non-reasoning)
- No
- Ling 3.0 Flash
- Yes
Open weights
- Qwen3.8 27B (Non-reasoning)
- Yes
- Ling 3.0 Flash
- Yes
Cost / task
- Qwen3.8 27B (Non-reasoning)
- $2.49
- Ling 3.0 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.
- Qwen3.8 27B (Non-reasoning)20.2 · $1.13
- Ling 3.0 Flash20.1 · $0.111