Model Comparator
Compare up to four models using the same criteria.
2 models compared
- Qwen3.8 Max (0902)
Alibaba
✓ Best published value among measured models. — Data unavailable. These metrics do not establish an overall ranking.
| Metrics | Qwen3.8 Max (0902) Alibaba | Add a model · 2/4 | |
|---|---|---|---|
| Intelligence | 45.1 | Best: 45.4 | |
| Coding | Best: 76.5 | 76.2 | |
| Agentic | 51.5 | Best: 56 | |
| Cyber Index | 44.3% | — | |
| Speed | Best: 270 t/s | 37.8 t/s | |
| TTFT | 25.6 s | Best: 3.09 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 | Best: 1M | 984K | |
| Reasoning | Yes | Yes | |
| Open weights | No | No | |
| Cost / task | Best: $1.37 | $5.41×4 relative to the lowest price among the compared models |
Intelligence
- Muse Spark 1.3 (Xhigh)
- 45.1
- Qwen3.8 Max (0902)
- Best: 45.4
Coding
- Muse Spark 1.3 (Xhigh)
- Best: 76.5
- Qwen3.8 Max (0902)
- 76.2
Agentic
- Muse Spark 1.3 (Xhigh)
- 51.5
- Qwen3.8 Max (0902)
- Best: 56
Cyber Index
- Muse Spark 1.3 (Xhigh)
- 44.3%
- Qwen3.8 Max (0902)
- —
Speed
- Muse Spark 1.3 (Xhigh)
- Best: 270 t/s
- Qwen3.8 Max (0902)
- 37.8 t/s
TTFT
- Muse Spark 1.3 (Xhigh)
- 25.6 s
- Qwen3.8 Max (0902)
- Best: 3.09 s
Input · $ / 1M tokens
- Muse Spark 1.3 (Xhigh)
- Best: $1.25
- Qwen3.8 Max (0902)
- $2×1.6 relative to the lowest price among the compared models
Output · $ / 1M tokens
- Muse Spark 1.3 (Xhigh)
- Best: $4.25
- Qwen3.8 Max (0902)
- $6×1.4 relative to the lowest price among the compared models
Context window
- Muse Spark 1.3 (Xhigh)
- Best: 1M
- Qwen3.8 Max (0902)
- 984K
Reasoning
- Muse Spark 1.3 (Xhigh)
- Yes
- Qwen3.8 Max (0902)
- Yes
Open weights
- Muse Spark 1.3 (Xhigh)
- No
- Qwen3.8 Max (0902)
- No
Cost / task
- Muse Spark 1.3 (Xhigh)
- Best: $1.37
- Qwen3.8 Max (0902)
- $5.41×4 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 1.3 (Xhigh)45.1 · $1.37
- Qwen3.8 Max (0902)45.4 · $5.41