Gemini 3.8 Flash bets on low cost to challenge top AI models

Google’s Gemini 3.8 Flash is not the strongest model across every test, but its combination of software-engineering performance and low pricing makes it a serious enterprise contender. Matthew Berman highlights especially strong results in DeepSWE, legal research, and general reasoning, while hands-on tests show uneven results for web design, presentations, and 3D generation.
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