Gemini 3 Flash Preview (Reasoning) vs Inkling (xhigh)

Gemini 3 Flash Preview (Reasoning) vs Inkling (xhigh). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

GoogleGemini 3 Flash Preview (Reasoning)Not ranked · benchmark data missing
Intelligence
38.70
Total cost
-
Thinking MachinesInkling (xhigh)Not ranked · benchmark data missing
Intelligence
42.30
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.

MetricGemini 3 Flash Preview (Reasoning)Inkling (xhigh)Difference
Intelligence (higher is better)38.742.3+9.3% Inkling (xhigh) is 9.3% more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)10.21s32.83s+221.5% Inkling (xhigh) is 221.5% slower
Price per 1M tokens (in / out)$0.50 / $3.00$1.00 / $4.05
Input modalitiesNot reportedNot reported
Open this matchup in the interactive pickerGemini 3 Flash Preview (Reasoning): what beats itInkling (xhigh): what beats it
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gemini-3-flash-reasoning/inkling · Markdown: /api/v1/compare/gemini-3-flash-reasoning/inkling?format=md · llms.txt · agent skill