Ling 3.0 Flash vs MiniMax M1 80k

Ling 3.0 Flash vs MiniMax M1 80k. 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.

MetricLing 3.0 FlashMiniMax M1 80kDifference
Intelligence (higher is better)20.111.7−41.8% MiniMax M1 80k is 41.8% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)11.78s27.65s+134.7% MiniMax M1 80k is 134.7% slower
Price per 1M tokens (in / out)$0.07 / $0.22$0.55 / $2.20
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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/ling-3-0-flash/minimax-m1-80k · Markdown: /api/v1/compare/ling-3-0-flash/minimax-m1-80k?format=md · llms.txt · agent skill