Inkling Small vs Qwen3.5 4B (Reasoning)

Inkling Small vs Qwen3.5 4B (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
AlibabaQwen3.5 4B (Reasoning)Not ranked · benchmark data missing
Intelligence
13.10
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 SmallQwen3.5 4B (Reasoning)Difference
Intelligence (higher is better)25.713.1−49.0% Qwen3.5 4B (Reasoning) is 49.0% less intelligent
Total AA cost (lower is better)$240.85Not reported— not comparable
End-to-end time (lower is better)12.80s130.60s+920.3% Qwen3.5 4B (Reasoning) is 920.3% slower
Price per 1M tokens (in / out)$0.30 / $1.20$0.03 / $0.15
Input modalitiesText, Image, SpeechText, Image, Video
Open this matchup in the interactive pickerInkling Small: what beats itQwen3.5 4B (Reasoning): what beats it
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/inkling-small/qwen3-5-4b · Markdown: /api/v1/compare/inkling-small/qwen3-5-4b?format=md · llms.txt · agent skill