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 | Best: 39.9 | 39.6 | |
| Coding | 71.9 | Best: 72.2 | |
| Agentic | Best: 50.1 | 43.2 | |
| Cyber Index | 12.6% | — | |
| Speed | 39.5 t/s | Best: 322 t/s | |
| TTFT | Best: 2.96 s | 13.6 s | |
| Input · $ / 1M tokens | $2×1.6 relative to the lowest price among the compared models | Best: $1.25 | |
| Output · $ / 1M tokens | $6×1.4 relative to the lowest price among the compared models | Best: $4.25 | |
| Context window | 262K | Best: 1M | |
| Reasoning | Yes | Yes | |
| Open weights | Yes | No | |
| Cost / task | $2.16×2.2 relative to the lowest price among the compared models | Best: $0.975 |
Intelligence
- Qwen3.8 2.4T A95B
- Best: 39.9
- Muse Spark 1.2 (Xhigh)
- 39.6
Coding
- Qwen3.8 2.4T A95B
- 71.9
- Muse Spark 1.2 (Xhigh)
- Best: 72.2
Agentic
- Qwen3.8 2.4T A95B
- Best: 50.1
- Muse Spark 1.2 (Xhigh)
- 43.2
Cyber Index
- Qwen3.8 2.4T A95B
- 12.6%
- Muse Spark 1.2 (Xhigh)
- —
Speed
- Qwen3.8 2.4T A95B
- 39.5 t/s
- Muse Spark 1.2 (Xhigh)
- Best: 322 t/s
TTFT
- Qwen3.8 2.4T A95B
- Best: 2.96 s
- Muse Spark 1.2 (Xhigh)
- 13.6 s
Input · $ / 1M tokens
- Qwen3.8 2.4T A95B
- $2×1.6 relative to the lowest price among the compared models
- Muse Spark 1.2 (Xhigh)
- Best: $1.25
Output · $ / 1M tokens
- Qwen3.8 2.4T A95B
- $6×1.4 relative to the lowest price among the compared models
- Muse Spark 1.2 (Xhigh)
- Best: $4.25
Context window
- Qwen3.8 2.4T A95B
- 262K
- Muse Spark 1.2 (Xhigh)
- Best: 1M
Reasoning
- Qwen3.8 2.4T A95B
- Yes
- Muse Spark 1.2 (Xhigh)
- Yes
Open weights
- Qwen3.8 2.4T A95B
- Yes
- Muse Spark 1.2 (Xhigh)
- No
Cost / task
- Qwen3.8 2.4T A95B
- $2.16×2.2 relative to the lowest price among the compared models
- Muse Spark 1.2 (Xhigh)
- Best: $0.975
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 2.4T A95B39.9 · $2.16
- Muse Spark 1.2 (Xhigh)39.6 · $0.975