GPT-5.4 (Xhigh) vs K2 Horizon MoVA 36B A4B

GPT-5.4 (Xhigh) vs K2 Horizon MoVA 36B A4B. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

OpenAIGPT-5.4 (Xhigh)Not ranked · benchmark data missing
Intelligence
39.00
Total cost
-
Institute of Foundation ModelsK2 Horizon MoVA 36B A4BNot ranked · benchmark data missing
Intelligence
25.30
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.

MetricGPT-5.4 (Xhigh)K2 Horizon MoVA 36B A4BDifference
Intelligence (higher is better)39.025.3−35.1% K2 Horizon MoVA 36B A… is 35.1% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)152.61sNot reported— not comparable
Price per 1M tokens (in / out)$2.50 / $15.0—
Input modalitiesText, ImageText
Open this matchup in the interactive pickerGPT-5.4 (Xhigh): what beats itK2 Horizon MoVA 36B A4B: what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-4/k2-horizon-mova-36b-a4b · Markdown: /api/v1/compare/gpt-5-4/k2-horizon-mova-36b-a4b?format=md · llms.txt · agent skill