Model Comparator
Compare up to four models using the same criteria.
2 models compared
- Qwen3 VL 235B A22B Instruct
Alibaba
- North Mini Code
Cohere
✓ Best published value among measured models. — Data unavailable. These metrics do not establish an overall ranking.
| Metrics | Qwen3 VL 235B A22B Instruct Alibaba | North Mini Code Cohere | Add a model · 2/4 |
|---|---|---|---|
| Intelligence | 9.9 | 9.9 | |
| Coding | — | 36.5 | |
| Math | 70.7 | — | |
| Agentic | — | 1.1 | |
| Speed | 28.5 t/s | Best: 82 t/s | |
| TTFT | 1.43 s | Best: 0.46 s | |
| Input · $ / 1M tokens | $0.215 | — | |
| Output · $ / 1M tokens | $1.39 | — | |
| Context window | Best: 262K | 256K | |
| Reasoning | No | Yes | |
| Open weights | Yes | Yes | |
| Cost / task | — | $0 |
Intelligence
- Qwen3 VL 235B A22B Instruct
- 9.9
- North Mini Code
- 9.9
Coding
- Qwen3 VL 235B A22B Instruct
- —
- North Mini Code
- 36.5
Math
- Qwen3 VL 235B A22B Instruct
- 70.7
- North Mini Code
- —
Agentic
- Qwen3 VL 235B A22B Instruct
- —
- North Mini Code
- 1.1
Speed
- Qwen3 VL 235B A22B Instruct
- 28.5 t/s
- North Mini Code
- Best: 82 t/s
TTFT
- Qwen3 VL 235B A22B Instruct
- 1.43 s
- North Mini Code
- Best: 0.46 s
Input · $ / 1M tokens
- Qwen3 VL 235B A22B Instruct
- $0.215
- North Mini Code
- —
Output · $ / 1M tokens
- Qwen3 VL 235B A22B Instruct
- $1.39
- North Mini Code
- —
Context window
- Qwen3 VL 235B A22B Instruct
- Best: 262K
- North Mini Code
- 256K
Reasoning
- Qwen3 VL 235B A22B Instruct
- No
- North Mini Code
- Yes
Open weights
- Qwen3 VL 235B A22B Instruct
- Yes
- North Mini Code
- Yes
Cost / task
- Qwen3 VL 235B A22B Instruct
- —
- North Mini Code
- $0
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 VL 235B A22B Instruct9.9 · 28.5 t/s
- North Mini Code9.9 · 82 t/s