Claude Opus 4.7 (Non-reasoning, High) vs DeepSeek V4 Flash Vision (Max)

Claude Opus 4.7 (Non-reasoning, High) vs DeepSeek V4 Flash Vision (Max). 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.

MetricClaude Opus 4.7 (Non-reasoning, High)DeepSeek V4 Flash Vision (Max)Difference
Intelligence (higher is better)30.934.8+12.6% DeepSeek V4 Flash Vis… is 12.6% more intelligent
Total AA cost (lower is better)Not reported$1,081.42— not comparable
End-to-end time (lower is better)12.01s16.10s+34.1% DeepSeek V4 Flash Vis… is 34.1% slower
Price per 1M tokens (in / out)$5.00 / $25.0$0.44 / $1.32
Input modalitiesText, ImageText, Image
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/claude-opus-4-7-non-reasoning/deepseek-v4-flash-vision · Markdown: /api/v1/compare/claude-opus-4-7-non-reasoning/deepseek-v4-flash-vision?format=md · llms.txt · agent skill