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Start with GKA primed HQwen3 32B Instruct and North Mini Code, 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
GKA primed HQwen3 32B Instruct vs North Mini Code
Live dataset updated 9/9/2026, 8:46:14 PM UTC
Open 1200×630 evidence receipt| Field | North Mini Code Cohere | |
|---|---|---|
| ModelCap position | #124 | #127 |
| Index score | 32.8 | 32.2 |
| Evidence | Inheritedfinetune of qwen/qwen3-32b · finetune (100%) | Estimated3 reported rows against measured corpus ladders (55%); publisher-corpus-prior over 182 held-out anchors (45%); shrunk 14.4 toward the measured corpus |
| Input / 1M | Unavailable | Free |
| Output / 1M | Unavailable | Free |
| Pricing status | unavailable | fresh |
| Context | — | 256K |
| Providers | 0 | 1 |
| Weight access | Open weights | Open weights |
Decision facts
- GKA primed HQwen3 32B Instruct is #124; North Mini Code is #127 on the same current language board.
- Index scores are 32.8 for GKA primed HQwen3 32B Instruct and 32.2 for North Mini Code. Their published uncertainty intervals overlap, so the rank difference alone does not establish a reliable capability advantage for your workload.
- Evidence differs: GKA primed HQwen3 32B Instruct is Inherited; North Mini Code is Estimated.
- ModelCap currently lists 0 providers for GKA primed HQwen3 32B Instruct and 1 for North Mini Code.
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.