Model Comparator
Compare up to four models using the same criteria.
2 models compared
- Qwen3 VL 4B (Reasoning)
Alibaba
- Nova Pro
Amazon
✓ Best published value among measured models. — Data unavailable. These metrics do not establish an overall ranking.
| Metrics | Qwen3 VL 4B (Reasoning) Alibaba | Nova Pro Amazon | Add a model · 2/4 |
|---|---|---|---|
| Intelligence | 7 | 7 | |
| Math | Best: 25.7 | 7 | |
| Speed | — | 127 t/s | |
| TTFT | — | 1.07 s | |
| Input · $ / 1M tokens | — | $0.80 | |
| Output · $ / 1M tokens | — | $3.20 | |
| Context window | 256K | Best: 300K | |
| Reasoning | Yes | No | |
| Open weights | Yes | No |
Intelligence
- Qwen3 VL 4B (Reasoning)
- 7
- Nova Pro
- 7
Math
- Qwen3 VL 4B (Reasoning)
- Best: 25.7
- Nova Pro
- 7
Speed
- Qwen3 VL 4B (Reasoning)
- —
- Nova Pro
- 127 t/s
TTFT
- Qwen3 VL 4B (Reasoning)
- —
- Nova Pro
- 1.07 s
Input · $ / 1M tokens
- Qwen3 VL 4B (Reasoning)
- —
- Nova Pro
- $0.80
Output · $ / 1M tokens
- Qwen3 VL 4B (Reasoning)
- —
- Nova Pro
- $3.20
Context window
- Qwen3 VL 4B (Reasoning)
- 256K
- Nova Pro
- Best: 300K
Reasoning
- Qwen3 VL 4B (Reasoning)
- Yes
- Nova Pro
- No
Open weights
- Qwen3 VL 4B (Reasoning)
- Yes
- Nova Pro
- No
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.
- Nova Pro7 · $1.40
Not plotted for lack of data on these axes: Qwen3 VL 4B (Reasoning).