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Applied AI·September 2, 2026·1 min read

Google says its new Gemini 3.8 Flash model ‘works harder’ but might cost more

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Gemini 3.8 Flash "working harder" via more reasoning steps and iterative tool calls — at potentially higher cost — is Google making the trade explicit: better answers for more tokens. If you’re cost-sensitive, you’ll need per-workflow benchmarks to decide where 3.8’s extra depth actually pays back versus sticking with 3.7.