GPT-6 Astra (Max) vs LFM2.5-2.6B

GPT-6 Astra (Max) vs LFM2.5-2.6B. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

OpenAIGPT-6 Astra (Max)Off the frontier
Intelligence
52.70
Total cost
$5324
Liquid AILFM2.5-2.6BNot ranked · benchmark data missing
Intelligence
8.40
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.

MetricGPT-6 Astra (Max)LFM2.5-2.6BDifference
Intelligence (higher is better)52.78.4−84.1% LFM2.5-2.6B is 84.1% less intelligent
Total AA cost (lower is better)$5,324.10Not reported— not comparable
End-to-end time (lower is better)285.78sNot reported— not comparable
Price per 1M tokens (in / out)$10.0 / $50.0—
Input modalitiesText, ImageText
Open this matchup in the interactive pickerGPT-6 Astra (Max): what beats itLFM2.5-2.6B: 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-6-astra/lfm2-5-2-6b · Markdown: /api/v1/compare/gpt-6-astra/lfm2-5-2-6b?format=md · llms.txt · agent skill