Inkling (Xhigh) vs Qwen3 Coder Next

Inkling (Xhigh) vs Qwen3 Coder Next. 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 NextOff the frontier
Intelligence
9.20
Total cost
$405
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 NextDifference
Intelligence (higher is better)25.09.2−63.2% Qwen3 Coder Next is 63.2% less intelligent
Total AA cost (lower is better)Not reported$405.10— not comparable
End-to-end time (lower is better)14.41s6.44s−55.3% Qwen3 Coder Next is 55.3% faster
Price per 1M tokens (in / out)$1.00 / $4.05$0.31 / $1.00
Input modalitiesText, Image, SpeechText
Open this matchup in the interactive pickerInkling (Xhigh): what beats itQwen3 Coder Next: 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-next · Markdown: /api/v1/compare/inkling/qwen3-coder-next?format=md · llms.txt · agent skill