Model Comparator
Compare up to four models using the same criteria.
2 models compared
- North Mini Code
Cohere
- Qwen3 VL 235B A22B Instruct
Alibaba
✓ Best published value among measured models. — Data unavailable. These metrics do not establish an overall ranking.
| Metrics | North Mini Code Cohere | Qwen3 VL 235B A22B Instruct Alibaba | Add a model · 2/4 |
|---|---|---|---|
| Intelligence | 9.9 | 9.9 | |
| Coding | 36.5 | — | |
| Math | — | 70.7 | |
| Agentic | 1.1 | — | |
| Speed | Best: 83 t/s | 31.4 t/s | |
| TTFT | Best: 0.45 s | 1.43 s | |
| Input · $ / 1M tokens | — | $0.215 | |
| Output · $ / 1M tokens | — | $1.39 | |
| Context window | 256K | Best: 262K | |
| Reasoning | Yes | No | |
| Open weights | Yes | Yes | |
| Cost / task | $0 | — |
Intelligence
- North Mini Code
- 9.9
- Qwen3 VL 235B A22B Instruct
- 9.9
Coding
- North Mini Code
- 36.5
- Qwen3 VL 235B A22B Instruct
- —
Math
- North Mini Code
- —
- Qwen3 VL 235B A22B Instruct
- 70.7
Agentic
- North Mini Code
- 1.1
- Qwen3 VL 235B A22B Instruct
- —
Speed
- North Mini Code
- Best: 83 t/s
- Qwen3 VL 235B A22B Instruct
- 31.4 t/s
TTFT
- North Mini Code
- Best: 0.45 s
- Qwen3 VL 235B A22B Instruct
- 1.43 s
Input · $ / 1M tokens
- North Mini Code
- —
- Qwen3 VL 235B A22B Instruct
- $0.215
Output · $ / 1M tokens
- North Mini Code
- —
- Qwen3 VL 235B A22B Instruct
- $1.39
Context window
- North Mini Code
- 256K
- Qwen3 VL 235B A22B Instruct
- Best: 262K
Reasoning
- North Mini Code
- Yes
- Qwen3 VL 235B A22B Instruct
- No
Open weights
- North Mini Code
- Yes
- Qwen3 VL 235B A22B Instruct
- Yes
Cost / task
- North Mini Code
- $0
- Qwen3 VL 235B A22B Instruct
- —
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.
- North Mini Code9.9 · 83 t/s
- Qwen3 VL 235B A22B Instruct9.9 · 31.4 t/s