Model Comparator
Compare up to four models using the same criteria.
2 models compared
- Qwen3.8 27B (Xhigh)
Alibaba
- Motif 3
Motif Technologies
✓ Best published value among measured models. — Data unavailable. These metrics do not establish an overall ranking.
| Metrics | Qwen3.8 27B (Xhigh) Alibaba | Motif 3 Motif Technologies | Add a model · 2/4 |
|---|---|---|---|
| Intelligence | Best: 33.7 | 33.6 | |
| Coding | Best: 68.1 | 63.5 | |
| Agentic | Best: 45.8 | 28.4 | |
| Cyber Index | 12.7% | — | |
| Speed | 41.2 t/s | — | |
| TTFT | 3.93 s | — | |
| Input · $ / 1M tokens | $0.50 | — | |
| Output · $ / 1M tokens | $3 | — | |
| Context window | 256K | Best: 262K | |
| Reasoning | Yes | Yes | |
| Open weights | No | Yes | |
| Cost / task | $1.01 | — |
Intelligence
- Qwen3.8 27B (Xhigh)
- Best: 33.7
- Motif 3
- 33.6
Coding
- Qwen3.8 27B (Xhigh)
- Best: 68.1
- Motif 3
- 63.5
Agentic
- Qwen3.8 27B (Xhigh)
- Best: 45.8
- Motif 3
- 28.4
Cyber Index
- Qwen3.8 27B (Xhigh)
- 12.7%
- Motif 3
- —
Speed
- Qwen3.8 27B (Xhigh)
- 41.2 t/s
- Motif 3
- —
TTFT
- Qwen3.8 27B (Xhigh)
- 3.93 s
- Motif 3
- —
Input · $ / 1M tokens
- Qwen3.8 27B (Xhigh)
- $0.50
- Motif 3
- —
Output · $ / 1M tokens
- Qwen3.8 27B (Xhigh)
- $3
- Motif 3
- —
Context window
- Qwen3.8 27B (Xhigh)
- 256K
- Motif 3
- Best: 262K
Reasoning
- Qwen3.8 27B (Xhigh)
- Yes
- Motif 3
- Yes
Open weights
- Qwen3.8 27B (Xhigh)
- No
- Motif 3
- Yes
Cost / task
- Qwen3.8 27B (Xhigh)
- $1.01
- Motif 3
- —
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)33.7 · $1.01
Not plotted for lack of data on these axes: Motif 3.