Inkling (Xhigh) vs Qwen3 Coder 30B A3B Instruct

Inkling (Xhigh) 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.

Thinking MachinesInkling (Xhigh)Not ranked · benchmark data missing
Intelligence
25.00
Total cost
-
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.

MetricInkling (Xhigh)Qwen3 Coder 30B A3B InstructDifference
Intelligence (higher is better)25.09.6−61.6% Qwen3 Coder 30B A3B I… is 61.6% less intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)13.75s2.93s−78.7% Qwen3 Coder 30B A3B I… is 78.7% faster
Price per 1M tokens (in / out)$1.00 / $4.05$0.19 / $0.77
Input modalitiesText, Image, SpeechText
Open this matchup in the interactive pickerInkling (Xhigh): 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/inkling/qwen3-coder-30b-a3b-instruct · Markdown: /api/v1/compare/inkling/qwen3-coder-30b-a3b-instruct?format=md · llms.txt · agent skill