Inkling Small vs Qwen3 4B 2507 (Reasoning)

Inkling Small vs Qwen3 4B 2507 (Reasoning). 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 4B 2507 (Reasoning)Not ranked · benchmark data missing
Intelligence
8.80
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 4B 2507 (Reasoning)Difference
Intelligence (higher is better)25.78.8−65.8% Qwen3 4B 2507 (Reason… is 65.8% less intelligent
Total AA cost (lower is better)$240.85Not reported— not comparable
End-to-end time (lower is better)12.95sNot reported— not comparable
Price per 1M tokens (in / out)$0.30 / $1.20—
Input modalitiesText, Image, SpeechText
Open this matchup in the interactive pickerInkling Small: what beats itQwen3 4B 2507 (Reasoning): 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/qwen3-4b-2507-instruct-reasoning · Markdown: /api/v1/compare/inkling-small/qwen3-4b-2507-instruct-reasoning?format=md · llms.txt · agent skill