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MixedClaude, Codex · 10 Aug 2026

In 99% of cases since at least Claude 4.2 days, Claude and Codex have been very accurate

Revanche1367 on Hacker News

99% of cases

In the thread “How I use LLMs to learn complex topics”

Helped: Verifying facts in familiar codebases.

Got in the way: Gemini deleting unfamiliar files.

… Or, if it’s really important, I can overcome my introvertedness and ask the team member who wrote it…but that’s a last resort nowadays, which I am very thankful for. In 99% of cases since at least Claude 4.2 days, Claude and Codex have been very accurate. Gemini on the other hand messes up more frequently and sometimes does weird things like try to delete files it’s not familiar with, at least the 3.6 flash model I’ve been using lately does this. …