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Start with K2 Horizon MoVA 36B A4B and Mistral Large 3 2512, 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.

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Current public data

K2 Horizon MoVA 36B A4B vs Mistral Large 3 2512

Live dataset updated 9/10/2026, 1:00:55 AM UTC

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Factual comparison of K2 Horizon MoVA 36B A4B and Mistral Large 3 2512
Field	K2 Horizon MoVA 36B A4B IFM	Mistral Large 3 2512 Mistral AI
ModelCap position	#61	#63
Index score	55.2	55.0
Evidence	Estimatedglobal-corpus-prior over 183 held-out anchors (59%); launch card against 3 resolved peers on 8 rows (41%); exceeds every named peer on 2 of 8 rows; optimism haircut 1.82 from cross-lab-probe; shrunk 2.4 toward the measured corpus	Measured2 public benchmark observations across 2 boards
Input / 1M	Unavailable	$0.50
Output / 1M	Unavailable	$1.50
Pricing status	unavailable	fresh
Context	—	262K
Providers	0	1
Weight access	Open weights	API only

Decision facts

K2 Horizon MoVA 36B A4B is #61; Mistral Large 3 2512 is #63 on the same current language board.
Index scores are 55.2 for K2 Horizon MoVA 36B A4B and 55.0 for Mistral Large 3 2512. Their published uncertainty intervals overlap, so the rank difference alone does not establish a reliable capability advantage for your workload.
Evidence differs: K2 Horizon MoVA 36B A4B is Estimated; Mistral Large 3 2512 is Measured.
Weight access differs: K2 Horizon MoVA 36B A4B is open; Mistral Large 3 2512 is none.
ModelCap currently lists 0 providers for K2 Horizon MoVA 36B A4B and 1 for Mistral Large 3 2512.

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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