Llama 3.1 Instruct 8B vs Qwen3 VL 235B A22B Instruct

Llama 3.1 Instruct 8B 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.

MetaLlama 3.1 Instruct 8BNot ranked · benchmark data missing
Intelligence
6.90
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.

MetricLlama 3.1 Instruct 8BQwen3 VL 235B A22B InstructDifference
Intelligence (higher is better)6.99.9+43.5% Qwen3 VL 235B A22B In… is 43.5% more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)4.48s12.18s+171.9% Qwen3 VL 235B A22B In… is 171.9% slower
Price per 1M tokens (in / out)$0.04 / $0.07$0.21 / $1.39
Input modalitiesTextText, Image
Open this matchup in the interactive pickerLlama 3.1 Instruct 8B: 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/llama-3-1-instruct-8b/qwen3-vl-235b-a22b-instruct · Markdown: /api/v1/compare/llama-3-1-instruct-8b/qwen3-vl-235b-a22b-instruct?format=md · llms.txt · agent skill