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

DeepSeek V4 Pro 0813 (Non-reasoning) vs Qwen3 VL 235B A22B 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 VL 235B A22B InstructNot ranked · benchmark data missing
Intelligence
9.90
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 VL 235B A22B InstructDifference
Intelligence (higher is better)20.49.9−51.5% Qwen3 VL 235B A22B In… is 51.5% less intelligent
Total AA cost (lower is better)$450.76Not reported— not comparable
End-to-end time (lower is better)6.74s12.18s+80.7% Qwen3 VL 235B A22B In… is 80.7% slower
Price per 1M tokens (in / out)$1.32 / $3.96$0.21 / $1.39
Input modalitiesTextText, Image
Open this matchup in the interactive pickerDeepSeek V4 Pro 0813 (Non-reasoning): what beats itQwen3 VL 235B A22B 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-vl-235b-a22b-instruct · Markdown: /api/v1/compare/deepseek-v4-pro-non-reasoning/qwen3-vl-235b-a22b-instruct?format=md · llms.txt · agent skill