DeepSeek V3.1 (Non-reasoning) vs Inkling (Xhigh)

DeepSeek V3.1 (Non-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.

DeepSeekDeepSeek V3.1 (Non-reasoning)Not ranked · benchmark data missing
Intelligence
13.70
Total cost
-
Thinking MachinesInkling (Xhigh)Not ranked · benchmark data missing
Intelligence
25.00
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.

MetricDeepSeek V3.1 (Non-reasoning)Inkling (Xhigh)Difference
Intelligence (higher is better)13.725.0+82.5% Inkling (Xhigh) is 82.5% more intelligent
Total AA cost (lower is better)Not reportedNot reported— not comparable
End-to-end time (lower is better)6.55s14.41s+120.0% Inkling (Xhigh) is 120.0% slower
Price per 1M tokens (in / out)$0.56 / $1.68$1.00 / $4.05
Input modalitiesTextText, Image, Speech
Open this matchup in the interactive pickerDeepSeek V3.1 (Non-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/deepseek-v3-1/inkling · Markdown: /api/v1/compare/deepseek-v3-1/inkling?format=md · llms.txt · agent skill