Every model reasons. Opus 4.5 audits.Opus 4.5 for code-related tasks: Performs like the systems architect
by David Loker
November 24, 2025
7 min read
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Content
- Every model reasons. Opus 4.5 audits.
- Benchmarking context
- Scoreboard (Actionable comments only)
- Style and tone
- Structured intelligence: Predictable form and cross-language consistency
- The confidence inversion
- System-level reasoning: Fixing context, not just code
- Cost, effort & efficiency
- What it feels like to read Opus 4.5
- Strengths and weaknesses at a glance
- When to use which model
- Closing thoughts: The shape of reasoning
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