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Opus 5.5 max over-thinks; GPT-6 Luna is worth a try

Claude Opus 5.5 max over-thinks to the point of breaking

This makes me suspect that “max” is effectively useless—if it over-thinks to breaking point on a stupid SVG prompt I don’t trust it not to do the same for more interesting work.

— Simon Willison · Opus and Sol and Luna

Max really isn’t cost-effective unless the model can avoid over-thinking on its own.

GPT-5.6 Luna was already my favorite model for building applications against, because it combined excellent performance with being really cheap.

— Simon Willison · Opus and Sol and Luna

GPT-6 Luna is worth a try.