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)Off the frontier
Intelligence
25.50
Total cost
$1026
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)25.59.6−62.4% Qwen3 Coder 30B A3B I… is 62.4% less intelligent
Total AA cost (lower is better)$1,026.14Not reported— not comparable
End-to-end time (lower is better)37.45s8.10s−78.4% Qwen3 Coder 30B A3B I… is 78.4% faster
Price per 1M tokens (in / out)$1.00 / $4.05$0.45 / $2.25
Input modalitiesNot reportedNot reported
Open this matchup in the interactive pickerInkling (xhigh): what beats itQwen3 Coder 30B A3B Instruct: what beats it
Matchup

Compare something else

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