Claude 4.1 Opus (Non-reasoning) vs LFM2.5-1.2B-Thinking

Claude 4.1 Opus (Non-reasoning) vs LFM2.5-1.2B-Thinking. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

AnthropicClaude 4.1 Opus (Non-reasoning)Not ranked · benchmark data missing
Intelligence
18.60
Total cost
-
Liquid AILFM2.5-1.2B-ThinkingNot ranked · benchmark data missing
Intelligence
5.20
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.

MetricClaude 4.1 Opus (Non-reasoning)LFM2.5-1.2B-ThinkingDifference
Intelligence (higher is better)18.65.2−72.0% LFM2.5-1.2B-Thinking is 72.0% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)Not reportedNot reported— not comparable
Price per 1M tokens (in / out)$15.0 / $75.0—
Input modalitiesText, ImageText
Open this matchup in the interactive pickerClaude 4.1 Opus (Non-reasoning): what beats itLFM2.5-1.2B-Thinking: what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/claude-4-1-opus/lfm2-5-1-2b-thinking · Markdown: /api/v1/compare/claude-4-1-opus/lfm2-5-1-2b-thinking?format=md · llms.txt · agent skill