GPT-5.1 Codex (High) vs Ring-2.6-1T

GPT-5.1 Codex (High) vs Ring-2.6-1T. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

OpenAIGPT-5.1 Codex (High)Not ranked · benchmark data missing
Intelligence
23.70
Total cost
-
InclusionAIRing-2.6-1TOff the frontier
Intelligence
16.60
Total cost
$576
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.

MetricGPT-5.1 Codex (High)Ring-2.6-1TDifference
Intelligence (higher is better)23.716.6−30.0% Ring-2.6-1T is 30.0% less intelligent
Total AA cost (lower is better)Not reported$575.60— not comparable
End-to-end time (lower is better)12.02s24.07s+100.2% Ring-2.6-1T is 100.2% slower
Price per 1M tokens (in / out)$1.25 / $10.0$0.30 / $2.50
Input modalitiesText, ImageText
Open this matchup in the interactive pickerGPT-5.1 Codex (High): what beats itRing-2.6-1T: what beats it
Matchup

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Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-5-1-codex/ring-2-6-1t · Markdown: /api/v1/compare/gpt-5-1-codex/ring-2-6-1t?format=md · llms.txt · agent skill