Opus 4.7 is smarter than even Gemini 3.1 Pro on nearly every metric, though. You're comparing apples to oranges. Gemini 3.1 Flash is somewhere in the neighborhood between current Haiku and Sonnet, I think? Still a better value than the Anthropic models, I guess, which are quite pricey.
replySince Gemini 3.5 Flash is raising the price to $1.50/$9.00, it's priced between Haiku and Sonnet. If it outperforms Sonnet, it remains a good value, I guess. Though DeepSeek V4 Flash is much cheaper than all of them, and seemingly competitive.
>Opus 4.7 is smarter than even Gemini 3.1 Pro on nearly every metric,
replyOutside of coding, claude models are pretty meh. GPT and Gemini are the workhorses of science/math/finance.
Not in my fields of science: Genetics and neuroscience. The combination of Opus 4.7 Adaptive used with well structure project folders is amazingly useful.
replyAnd even on coding, they are mostly good at generating new code.
replyThey sure are not at thorough analysis or debugging, etc.