Model Comparator
Compare up to four models using the same criteria.
2 models compared
- Qwen3.8 2.4T A95B
Alibaba
✓ Best published value among measured models. — Data unavailable. These metrics do not establish an overall ranking.
| Metrics | Qwen3.8 2.4T A95B Alibaba | Add a model · 2/4 | |
|---|---|---|---|
| Intelligence | 39.6 | Best: 39.9 | |
| Coding | Best: 72.2 | 71.9 | |
| Agentic | 43.2 | Best: 50.1 | |
| Cyber Index | — | 12.6% | |
| Speed | Best: 233 t/s | 37.8 t/s | |
| TTFT | 12.3 s | Best: 3.05 s | |
| Input · $ / 1M tokens | Best: $1.25 | $2×1.6 relative to the lowest price among the compared models | |
| Output · $ / 1M tokens | Best: $4.25 | $6×1.4 relative to the lowest price among the compared models | |
| Context window | 1M | 1M | |
| Reasoning | Yes | Yes | |
| Open weights | No | Yes | |
| Cost / task | Best: $0.812 | $2.16×2.7 relative to the lowest price among the compared models |
Intelligence
- Muse Spark 1.2 (Xhigh)
- 39.6
- Qwen3.8 2.4T A95B
- Best: 39.9
Coding
- Muse Spark 1.2 (Xhigh)
- Best: 72.2
- Qwen3.8 2.4T A95B
- 71.9
Agentic
- Muse Spark 1.2 (Xhigh)
- 43.2
- Qwen3.8 2.4T A95B
- Best: 50.1
Cyber Index
- Muse Spark 1.2 (Xhigh)
- —
- Qwen3.8 2.4T A95B
- 12.6%
Speed
- Muse Spark 1.2 (Xhigh)
- Best: 233 t/s
- Qwen3.8 2.4T A95B
- 37.8 t/s
TTFT
- Muse Spark 1.2 (Xhigh)
- 12.3 s
- Qwen3.8 2.4T A95B
- Best: 3.05 s
Input · $ / 1M tokens
- Muse Spark 1.2 (Xhigh)
- Best: $1.25
- Qwen3.8 2.4T A95B
- $2×1.6 relative to the lowest price among the compared models
Output · $ / 1M tokens
- Muse Spark 1.2 (Xhigh)
- Best: $4.25
- Qwen3.8 2.4T A95B
- $6×1.4 relative to the lowest price among the compared models
Context window
- Muse Spark 1.2 (Xhigh)
- 1M
- Qwen3.8 2.4T A95B
- 1M
Reasoning
- Muse Spark 1.2 (Xhigh)
- Yes
- Qwen3.8 2.4T A95B
- Yes
Open weights
- Muse Spark 1.2 (Xhigh)
- No
- Qwen3.8 2.4T A95B
- Yes
Cost / task
- Muse Spark 1.2 (Xhigh)
- Best: $0.812
- Qwen3.8 2.4T A95B
- $2.16×2.7 relative to the lowest price among the compared models
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 1.2 (Xhigh)39.6 · $0.812
- Qwen3.8 2.4T A95B39.9 · $2.16