K2 Horizon MoVA 36B A4B vs Qwen3 32B (Non-reasoning)

K2 Horizon MoVA 36B A4B vs Qwen3 32B (Non-reasoning). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

Institute of Foundation ModelsK2 Horizon MoVA 36B A4BNot ranked · benchmark data missing
Intelligence
25.30
Total cost
-
AlibabaQwen3 32B (Non-reasoning)Not ranked · benchmark data missing
Intelligence
7.30
Total cost
-
Verdict

Comparison incomplete

A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

MetricK2 Horizon MoVA 36B A4BQwen3 32B (Non-reasoning)Difference
Intelligence (higher is better)25.37.3−71.1% Qwen3 32B (Non-reason… is 71.1% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)Not reported9.56s— not comparable
Price per 1M tokens (in / out)—$0.15 / $0.60
Input modalitiesTextText
Open this matchup in the interactive pickerK2 Horizon MoVA 36B A4B: what beats itQwen3 32B (Non-reasoning): what beats it
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/k2-horizon-mova-36b-a4b/qwen3-32b-instruct · Markdown: /api/v1/compare/k2-horizon-mova-36b-a4b/qwen3-32b-instruct?format=md · llms.txt · agent skill