DeepSeek V4 Pro (Reasoning, Max Effort) vs Qwen3 Coder 30B A3B Instruct

DeepSeek V4 Pro (Reasoning, Max Effort) vs Qwen3 Coder 30B A3B 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 Pro (Reasoning, Max Effort)On the frontier
Intelligence
44.30
Total cost
$176
AlibabaQwen3 Coder 30B A3B InstructNot ranked · benchmark data missing
Intelligence
13.60
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 Pro (Reasoning, Max Effort)Qwen3 Coder 30B A3B InstructDifference
Intelligence (higher is better)44.313.6−69.3% Qwen3 Coder 30B A3B I… is 69.3% less intelligent
Total AA cost (lower is better)$176.34Not reported— not comparable
End-to-end time (lower is better)80.00s8.04s−90.0% Qwen3 Coder 30B A3B I… is 90.0% faster
Price per 1M tokens (in / out)$0.43 / $0.87$0.45 / $2.25
Input modalitiesNot reportedNot reported
Open this matchup in the interactive pickerDeepSeek V4 Pro (max): what beats itQwen3 Coder 30B A3B 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-pro/qwen3-coder-30b-a3b-instruct · Markdown: /api/v1/compare/deepseek-v4-pro/qwen3-coder-30b-a3b-instruct?format=md · llms.txt · agent skill