GPT-4.1 nano vs Qwen3 VL 235B A22B Instruct

GPT-4.1 nano 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.

OpenAIGPT-4.1 nanoNot ranked · benchmark data missing
Intelligence
7.80
Total cost
-
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.

MetricGPT-4.1 nanoQwen3 VL 235B A22B InstructDifference
Intelligence (higher is better)7.89.9+26.9% Qwen3 VL 235B A22B In… is 26.9% more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)3.25s11.56s+255.7% Qwen3 VL 235B A22B In… is 255.7% slower
Price per 1M tokens (in / out)$0.10 / $0.40$0.21 / $1.39
Input modalitiesText, ImageText, Image
Open this matchup in the interactive pickerGPT-4.1 nano: what beats itQwen3 VL 235B A22B 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/gpt-4-1-nano/qwen3-vl-235b-a22b-instruct · Markdown: /api/v1/compare/gpt-4-1-nano/qwen3-vl-235b-a22b-instruct?format=md · llms.txt · agent skill