ModelCap
Current AI model comparison
Exact identities · public evidence
Cohere
North Mini Code
Position
#123
Index
33.9
Estimated
3 reported rows against measured corpus ladders (59%); publisher-corpus-prior over 183 held-out anchors (41%); shrunk 13.5 toward the measured corpus
Comparison side 1
Qwen
Qwen3 4B Instruct 2507
Position
#132
Index
31.7
Estimated
publisher-corpus-prior over 183 held-out anchors (18%); launch card against 2 resolved peers on 9 rows (82%); exceeds every named peer on 7 of 9 rows; no cross-lab optimism probe available; shrunk 4 up toward the measured corpus
Comparison side 2
Output / 1M
Free
vs Unavailable
Context
256K
vs 262K
Weights
Open weights
vs Open weights