DeepSeek V4 Flash 0731 (Reasoning, Max Effort) vs Olmo 3 7B Instruct

DeepSeek V4 Flash 0731 (Reasoning, Max Effort) vs Olmo 3 7B Instruct. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

DeepSeekDeepSeek V4 Flash 0731 (Reasoning, Max Effort)Off the frontier
Intelligence
34.50
Total cost
$474
Allen Institute for AIOlmo 3 7B InstructNot 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.

MetricDeepSeek V4 Flash 0731 (Reasoning, Max Effort)Olmo 3 7B InstructDifference
Intelligence (higher is better)34.55.2−84.9% Olmo 3 7B Instruct is 84.9% less intelligent
Total AA cost (lower is better)$474.19Not reported— not comparable
End-to-end time (lower is better)20.48sNot reported— not comparable
Price per 1M tokens (in / out)$0.44 / $1.32$0.10 / $0.20
Input modalitiesNot reportedNot reported
Open this matchup in the interactive pickerDeepSeek V4 Flash 0731 (max): what beats itOlmo 3 7B Instruct: what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/deepseek-v4-flash/olmo-3-7b-instruct · Markdown: /api/v1/compare/deepseek-v4-flash/olmo-3-7b-instruct?format=md · llms.txt · agent skill