Google’s Gemini 3.7 Flash: Budget AI Improves, Still Lacks Reasoning

The interesting split here is that cheaper models are closing the gap on execution-heavy tasks while reasoning and prose quality remain the differentiators. That matters for teams building on budget tiers: scaffolding can compensate for weaker generation, but not for weak reasoning. The open question is whether the next Flash iteration narrows the reasoning gap or whether vendors keep segmenting capability by price, which would shape how much of the market can run on low-cost inference.