Model decision surface
Compare AI models
Start with North Mini Code and Qwen3 4B Instruct 2507, or choose any two current ranked language models. Compare capability evidence, price, context, provider availability, and weight access without pretending one field decides every use case.
Current public data
North Mini Code vs Qwen3 4B Instruct 2507
Live dataset updated 9/9/2026, 8:46:14 PM UTC
Open 1200×630 evidence receipt| Field | North Mini Code Cohere | |
|---|---|---|
| ModelCap position | #127 | #128 |
| Index score | 32.2 | 31.9 |
| Evidence | Estimated3 reported rows against measured corpus ladders (55%); publisher-corpus-prior over 182 held-out anchors (45%); shrunk 14.4 toward the measured corpus | Estimatedpublisher-corpus-prior over 182 held-out anchors (19%); launch card against 2 resolved peers on 9 rows (81%); exceeds every named peer on 7 of 9 rows; no cross-lab optimism probe available; shrunk 4.1 up toward the measured corpus |
| Input / 1M | Free | Unavailable |
| Output / 1M | Free | Unavailable |
| Pricing status | fresh | unavailable |
| Context | 256K | 262K |
| Providers | 1 | 0 |
| Weight access | Open weights | Open weights |
Decision facts
- North Mini Code is #127; Qwen3 4B Instruct 2507 is #128 on the same current language board.
- Index scores are 32.2 for North Mini Code and 31.9 for Qwen3 4B Instruct 2507. Their published uncertainty intervals overlap, so the rank difference alone does not establish a reliable capability advantage for your workload.
- Both positions use Estimated evidence.
- Published context is 256,000 tokens for North Mini Code and 262,144 for Qwen3 4B Instruct 2507.
- ModelCap currently lists 1 providers for North Mini Code and 0 for Qwen3 4B Instruct 2507.
These are separate published fields, not a synthetic winner. ModelCap does not collapse price, access, context, and capability evidence into a hidden recommendation score.
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Each comparison page is a permanent, shareable URL with the same live figures as this tool: ModelCap Index position, API pricing, context window, provider count, weight access and every shared benchmark board.