DeepSeek V3.1 (Reasoning) vs Muse Wonder (Max)

DeepSeek V3.1 (Reasoning) vs Muse Wonder (Max). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

DeepSeekDeepSeek V3.1 (Reasoning)Not ranked · benchmark data missing
Intelligence
13.50
Total cost
-
MetaMuse Wonder (Max)Off the frontier
Intelligence
52.40
Total cost
$5787
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 V3.1 (Reasoning)Muse Wonder (Max)Difference
Intelligence (higher is better)13.552.4+288.1% Muse Wonder (Max) is 3.9× more intelligent
Total AA cost (lower is better)Not reported$5,786.78— not comparable
End-to-end time (lower is better)23.64s40.70s+72.2% Muse Wonder (Max) is 72.2% slower
Price per 1M tokens (in / out)$0.58 / $1.68$4.00 / $20.0
Input modalitiesTextText, Image, Speech, Video
Open this matchup in the interactive pickerDeepSeek V3.1 (Reasoning): what beats itMuse Wonder (Max): 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-v3-1-reasoning/muse-wonder · Markdown: /api/v1/compare/deepseek-v3-1-reasoning/muse-wonder?format=md · llms.txt · agent skill