Logan Kilpatrick from Google DeepMind explains how Gemini 3 Flash outperforms its Pro predecessor whilst running 3x faster at one-quarter the cost, unlocking new use cases for developers and knowledge workers.
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Flash model outperforms Pro on most benchmarks, achieving 78% on SWE-bench Verified for agentic coding tasks.
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Agents, multimodal understanding, and vibe coding become economically feasible at Flash pricing; code generation could become free.
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Faster iteration speed keeps users in flow state; ambitious prompting with Flash yields better results than constrained requests.
"Go and be ambitious with this model... make use of it, start building something." - Logan Kilpatrick