Gemma 4 26B A4B (Reasoning) vs GPT-5.4 nano (Non-reasoning)

Gemma 4 26B A4B (Reasoning) vs GPT-5.4 nano (Non-reasoning). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

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.

MetricGemma 4 26B A4B (Reasoning)GPT-5.4 nano (Non-reasoning)Difference
Intelligence (higher is better)16.711.7−29.9% GPT-5.4 nano (Non-rea… is 29.9% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)27.17s3.62s−86.7% GPT-5.4 nano (Non-rea… is 86.7% faster
Price per 1M tokens (in / out)$0.10 / $0.34$0.20 / $1.25
Input modalitiesText, Image, VideoText, Image
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemma-4-26b-a4b/gpt-5-4-nano-non-reasoning · Markdown: /api/v1/compare/gemma-4-26b-a4b/gpt-5-4-nano-non-reasoning?format=md · llms.txt · agent skill