Claude Opus 4.8 (Adaptive Reasoning, Max Effort) vs Qwen3 Coder 30B A3B Instruct

Claude Opus 4.8 (Adaptive 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.

AnthropicClaude Opus 4.8 (Adaptive Reasoning, Max Effort)Off the frontier
Intelligence
42.00
Total cost
$6874
AlibabaQwen3 Coder 30B A3B InstructNot ranked · benchmark data missing
Intelligence
9.60
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.

MetricClaude Opus 4.8 (Adaptive Reasoning, Max Effort)Qwen3 Coder 30B A3B InstructDifference
Intelligence (higher is better)42.09.6−77.1% Qwen3 Coder 30B A3B I… is 77.1% less intelligent
Total AA cost (lower is better)$6,873.86Not reported— not comparable
End-to-end time (lower is better)25.45s8.10s−68.2% Qwen3 Coder 30B A3B I… is 68.2% faster
Price per 1M tokens (in / out)$5.00 / $25.0$0.45 / $2.25
Input modalitiesNot reportedNot reported
Open this matchup in the interactive pickerClaude Opus 4.8 (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/claude-opus-4-8/qwen3-coder-30b-a3b-instruct · Markdown: /api/v1/compare/claude-opus-4-8/qwen3-coder-30b-a3b-instruct?format=md · llms.txt · agent skill