DeepSeek V4 Pro 0813 (Non-reasoning) vs Qwen3 235B A22B 2507 Instruct

DeepSeek V4 Pro 0813 (Non-reasoning) vs Qwen3 235B A22B 2507 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 0813 (Non-reasoning)Off the frontier
Intelligence
20.40
Total cost
$451
AlibabaQwen3 235B A22B 2507 InstructNot ranked · benchmark data missing
Intelligence
12.00
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 0813 (Non-reasoning)Qwen3 235B A22B 2507 InstructDifference
Intelligence (higher is better)20.412.0−41.2% Qwen3 235B A22B 2507 … is 41.2% less intelligent
Total AA cost (lower is better)$450.76Not reported— not comparable
End-to-end time (lower is better)6.55s10.44s+59.4% Qwen3 235B A22B 2507 … is 59.4% slower
Price per 1M tokens (in / out)$1.32 / $3.96$0.21 / $0.84
Input modalitiesTextText
Open this matchup in the interactive pickerDeepSeek V4 Pro 0813 (Non-reasoning): what beats itQwen3 235B A22B 2507 Instruct: what beats it
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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/deepseek-v4-pro-non-reasoning/qwen3-235b-a22b-instruct-2507 · Markdown: /api/v1/compare/deepseek-v4-pro-non-reasoning/qwen3-235b-a22b-instruct-2507?format=md · llms.txt · agent skill