Model Comparator
Compare up to four models using the same criteria.
2 models compared
- Qwen3.8 27B (Xhigh)
Alibaba
✓ Best published value among measured models. — Data unavailable. These metrics do not establish an overall ranking.
| Metrics | Qwen3.8 27B (Xhigh) Alibaba | Add a model · 2/4 | |
|---|---|---|---|
| Intelligence | 33.7 | 33.7 | |
| Coding | Best: 71.3 | 68.1 | |
| Agentic | 25.8 | Best: 45.8 | |
| Cyber Index | — | 12.7% | |
| Speed | Best: 148 t/s | 41.2 t/s | |
| TTFT | 32.3 s | Best: 3.93 s | |
| Input · $ / 1M tokens | $1.25×2.5 relative to the lowest price among the compared models | Best: $0.50 | |
| Output · $ / 1M tokens | $4.25×1.4 relative to the lowest price among the compared models | Best: $3 | |
| Context window | Best: 1M | 256K | |
| Reasoning | Yes | Yes | |
| Open weights | No | No | |
| Cost / task | $1.38×1.4 relative to the lowest price among the compared models | Best: $1.01 |
Intelligence
- Muse Spark 1.1 (Xhigh)
- 33.7
- Qwen3.8 27B (Xhigh)
- 33.7
Coding
- Muse Spark 1.1 (Xhigh)
- Best: 71.3
- Qwen3.8 27B (Xhigh)
- 68.1
Agentic
- Muse Spark 1.1 (Xhigh)
- 25.8
- Qwen3.8 27B (Xhigh)
- Best: 45.8
Cyber Index
- Muse Spark 1.1 (Xhigh)
- —
- Qwen3.8 27B (Xhigh)
- 12.7%
Speed
- Muse Spark 1.1 (Xhigh)
- Best: 148 t/s
- Qwen3.8 27B (Xhigh)
- 41.2 t/s
TTFT
- Muse Spark 1.1 (Xhigh)
- 32.3 s
- Qwen3.8 27B (Xhigh)
- Best: 3.93 s
Input · $ / 1M tokens
- Muse Spark 1.1 (Xhigh)
- $1.25×2.5 relative to the lowest price among the compared models
- Qwen3.8 27B (Xhigh)
- Best: $0.50
Output · $ / 1M tokens
- Muse Spark 1.1 (Xhigh)
- $4.25×1.4 relative to the lowest price among the compared models
- Qwen3.8 27B (Xhigh)
- Best: $3
Context window
- Muse Spark 1.1 (Xhigh)
- Best: 1M
- Qwen3.8 27B (Xhigh)
- 256K
Reasoning
- Muse Spark 1.1 (Xhigh)
- Yes
- Qwen3.8 27B (Xhigh)
- Yes
Open weights
- Muse Spark 1.1 (Xhigh)
- No
- Qwen3.8 27B (Xhigh)
- No
Cost / task
- Muse Spark 1.1 (Xhigh)
- $1.38×1.4 relative to the lowest price among the compared models
- Qwen3.8 27B (Xhigh)
- Best: $1.01
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.
- Muse Spark 1.1 (Xhigh)33.7 · $1.38
- Qwen3.8 27B (Xhigh)33.7 · $1.01