Model Comparator
Compare up to four models using the same criteria.
2 models compared
- Qwen3.8-Flash-Next
Alibaba
✓ Best published value among measured models. — Data unavailable. These metrics do not establish an overall ranking.
| Metrics | Qwen3.8-Flash-Next Alibaba | Add a model · 2/4 | |
|---|---|---|---|
| Intelligence | 39.6 | Best: 39.8 | |
| Coding | 72.2 | Best: 73.1 | |
| Agentic | 43.2 | Best: 53.6 | |
| Speed | Best: 233 t/s | 51.9 t/s | |
| TTFT | 12.3 s | Best: 2.25 s | |
| Input · $ / 1M tokens | $1.25×8.3 relative to the lowest price among the compared models | Best: $0.15 | |
| Output · $ / 1M tokens | $4.25×9 relative to the lowest price among the compared models | Best: $0.47 | |
| Context window | 1M | 1M | |
| Reasoning | Yes | Yes | |
| Open weights | No | Yes | |
| Cost / task | $0.812×2.2 relative to the lowest price among the compared models | Best: $0.372 |
Intelligence
- Muse Spark 1.2 (Xhigh)
- 39.6
- Qwen3.8-Flash-Next
- Best: 39.8
Coding
- Muse Spark 1.2 (Xhigh)
- 72.2
- Qwen3.8-Flash-Next
- Best: 73.1
Agentic
- Muse Spark 1.2 (Xhigh)
- 43.2
- Qwen3.8-Flash-Next
- Best: 53.6
Speed
- Muse Spark 1.2 (Xhigh)
- Best: 233 t/s
- Qwen3.8-Flash-Next
- 51.9 t/s
TTFT
- Muse Spark 1.2 (Xhigh)
- 12.3 s
- Qwen3.8-Flash-Next
- Best: 2.25 s
Input · $ / 1M tokens
- Muse Spark 1.2 (Xhigh)
- $1.25×8.3 relative to the lowest price among the compared models
- Qwen3.8-Flash-Next
- Best: $0.15
Output · $ / 1M tokens
- Muse Spark 1.2 (Xhigh)
- $4.25×9 relative to the lowest price among the compared models
- Qwen3.8-Flash-Next
- Best: $0.47
Context window
- Muse Spark 1.2 (Xhigh)
- 1M
- Qwen3.8-Flash-Next
- 1M
Reasoning
- Muse Spark 1.2 (Xhigh)
- Yes
- Qwen3.8-Flash-Next
- Yes
Open weights
- Muse Spark 1.2 (Xhigh)
- No
- Qwen3.8-Flash-Next
- Yes
Cost / task
- Muse Spark 1.2 (Xhigh)
- $0.812×2.2 relative to the lowest price among the compared models
- Qwen3.8-Flash-Next
- Best: $0.372
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-Flash-Next39.8 · $0.372