gemini-3.5-flash-lite

Gemini 3.5 Flash Lite is engineered for developers building high-density, multi-agent architectures where latency and cost-per-token are the primary constraints. Unlike larger flagship models designed for broad reasoning, this model is optimized for 'agentic subtasks'—the granular, repetitive operations that occur within a larger workflow, such as data extraction, tool calling, or intent classification. It features a massive 1M token context window, allowing it to ingest large documentation sets or long conversation histories without losing coherence. For teams scaling agentic loops, Flash Lite offers a sweet spot: it provides the specialized instruction-following required for autonomous tool execution while maintaining the rapid inference speeds necessary to prevent bottlenecking complex pipelines. It is a strategic choice for developers moving from prototyping to production-scale agentic deployments.