Claude Opus 4.8 (Adaptive Reasoning, Max Effort) vs North Mini Code

Claude Opus 4.8 (Adaptive Reasoning, Max Effort) vs North Mini Code. A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.

AnthropicClaude Opus 4.8 (Adaptive Reasoning, Max Effort)Off the frontier
Intelligence
42.00
Total cost
$6874
CohereNorth Mini CodeNot ranked · benchmark data missing
Intelligence
12.80
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.

MetricClaude Opus 4.8 (Adaptive Reasoning, Max Effort)North Mini CodeDifference
Intelligence (higher is better)42.012.8−69.5% North Mini Code is 69.5% less intelligent
Total AA cost (lower is better)$6,873.86Not reported— not comparable
End-to-end time (lower is better)25.45s56.14s+120.6% North Mini Code is 120.6% slower
Price per 1M tokens (in / out)$5.00 / $25.0$0.00 / $0.00
Input modalitiesNot reportedNot reported
Open this matchup in the interactive pickerClaude Opus 4.8 (max): what beats itNorth Mini Code: what beats it
Matchup

Compare something else

Agents: Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/claude-opus-4-8/north-mini-code · Markdown: /api/v1/compare/claude-opus-4-8/north-mini-code?format=md · llms.txt · agent skill