Gemma 4 12B (Reasoning) vs Ling-2.6-1T

Gemma 4 12B (Reasoning) vs Ling-2.6-1T. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

GoogleGemma 4 12B (Reasoning)Not ranked · benchmark data missing
Intelligence
14.20
Total cost
-
InclusionAILing-2.6-1TNot ranked · benchmark data missing
Intelligence
17.00
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.

MetricGemma 4 12B (Reasoning)Ling-2.6-1TDifference
Intelligence (higher is better)14.217.0+19.7% Ling-2.6-1T is 19.7% more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)24.01sNot reported— not comparable
Price per 1M tokens (in / out)$0.10 / $0.30$0.30 / $2.50
Input modalitiesText, Image, Speech, VideoText
Open this matchup in the interactive pickerGemma 4 12B (Reasoning): what beats itLing-2.6-1T: what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemma-4-12b/ling-2-6-1t · Markdown: /api/v1/compare/gemma-4-12b/ling-2-6-1t?format=md · llms.txt · agent skill