Inkling Small vs Qwen3 Coder 480B A35B Instruct

Inkling Small vs Qwen3 Coder 480B A35B 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 SmallOff the frontier
Intelligence
25.70
Total cost
$241
AlibabaQwen3 Coder 480B A35B InstructNot ranked · benchmark data missing
Intelligence
11.90
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 SmallQwen3 Coder 480B A35B InstructDifference
Intelligence (higher is better)25.711.9−53.7% Qwen3 Coder 480B A35B… is 53.7% less intelligent
Total AA cost (lower is better)$240.85Not reported— not comparable
End-to-end time (lower is better)12.67s7.11s−43.9% Qwen3 Coder 480B A35B… is 43.9% faster
Price per 1M tokens (in / out)$0.30 / $1.20$0.38 / $1.40
Input modalitiesText, Image, SpeechText
Open this matchup in the interactive pickerInkling Small: what beats itQwen3 Coder 480B A35B 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-small/qwen3-coder-480b-a35b-instruct · Markdown: /api/v1/compare/inkling-small/qwen3-coder-480b-a35b-instruct?format=md · llms.txt · agent skill