Doubao Seed Code vs Gemma 4 31B (Reasoning)

Doubao Seed Code vs Gemma 4 31B (Reasoning). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

ByteDance SeedDoubao Seed CodeNot ranked · benchmark data missing
Intelligence
26.00
Total cost
-
GoogleGemma 4 31B (Reasoning)Not ranked · benchmark data missing
Intelligence
29.40
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.

MetricDoubao Seed CodeGemma 4 31B (Reasoning)Difference
Intelligence (higher is better)26.029.4+13.1% Gemma 4 31B (Reasonin… is 13.1% more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)Not reported63.82s— not comparable
Price per 1M tokens (in / out)—$0.00 / $0.00
Input modalitiesNot reportedNot reported
Open this matchup in the interactive pickerDoubao Seed Code: what beats itGemma 4 31B (Reasoning): what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/doubao-seed-code/gemma-4-31b · Markdown: /api/v1/compare/doubao-seed-code/gemma-4-31b?format=md · llms.txt · agent skill