Gemini 3.8 Flash: CI-First Benefit Score 7.0/10 (Strong), Humics-Neutral. Google's most intelligent Flash model, engineered for long-horizon software engineering, autonomous agents, and complex enterprise workflows at a fraction of frontier-model cost.