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To fill this out, I find o1-pro (and -preview when it was live) to be pretty good at filling in blindspots/spotting holistic bugs. I use Claude for day to day, and when Claude is spinning, o1 often can point out why. It's too slow for AI coding, and I agree that at default its responses aren't always satisfying.

That said, I think its code style is arguably better, more concise and has better patterns -- Claude needs a fair amount of prompting and oversight to not put out semi-shitty code in terms of structure and architecture.

In my mind: going from Slowest to Fastest, and Best Holistically to Worst, the list is:

1. o1-pro 2. Claude 3.5 3. Gemini 2 Flash

Flash is so fast, that it's tempting to use more, but it really needs to be kept to specific work on strong codebases without complex interactions.



Claude has a habit of sometimes just getting “lost”

Like I’ll have it a project in Cursor and it will spin up ready to use components that use my site style, reference existing components, and follow all existing patterns

Then on some days, it will even forget what language the project is in and start giving me python code for a react project


Yeah it's almost like system 1 vs system 2 thinking




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