Inkling Small vs Qwen3 Coder Next

Inkling Small 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 SmallNot ranked · benchmark data missing
Intelligence
27.80
Total cost
-
AlibabaQwen3 Coder NextOff the frontier
Intelligence
9.20
Total cost
$476
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 SmallQwen3 Coder NextDifference
Intelligence (higher is better)27.89.2−66.9% Qwen3 Coder Next is 66.9% less intelligent
Total AA cost (lower is better)Not reported$476.23— not comparable
End-to-end time (lower is better)14.89s6.95s−53.3% Qwen3 Coder Next is 53.3% faster
Price per 1M tokens (in / out)$0.30 / $1.20$0.35 / $1.20
Input modalitiesText, Image, SpeechText
Open this matchup in the interactive pickerInkling Small: what beats itQwen3 Coder Next: 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-small/qwen3-coder-next · Markdown: /api/v1/compare/inkling-small/qwen3-coder-next?format=md · llms.txt · agent skill