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Gemini 3.5 Flash-Lite

Gemini 3.5 Flash-Lite is Google's generally available, high-throughput Gemini model for latency-sensitive and repeated workloads. Its Gemini API model ID is gemini-3.5-flash-lite.

Why it matters

Flash-Lite gives teams a distinct routing tier for tasks that need multimodal understanding, tools, and long context but cannot justify the latency or output price of the main Flash model on every call.

Source-backed summary

Google announced Gemini 3.5 Flash-Lite on July 21, 2026 and documents it as GA. It supports text, image, audio, and video input, text output, a 1M-token context window, 64K maximum output, thinking, and built-in tools including Computer Use. Google lists a minimal default thinking level, standard pricing of $0.30 per million input tokens and $2.50 per million output tokens, and vendor-measured throughput of 350 output tokens per second on the Artificial Analysis Index.

Primary use cases
  • Extract and classify structured data at high volume.
  • Process large document, translation, search, and summarization queues.
  • Run repeated subagent tasks under a stronger orchestrator model.
  • Serve low-latency multimodal workflows with configurable thinking effort.
Built for high-throughput work

Gemini 3.5 Flash-Lite targets agentic search, document processing, extraction, classification, translation, structured JSON parsing, and autonomous subagent execution. Google recommends minimal thinking for maximum throughput and medium or high thinking for multi-step tool use.

API and pricing

The GA model ID is gemini-3.5-flash-lite. Google documents a 1M-token context window, 64K maximum output, multimodal input, text output, and standard pricing at $0.30 per million input tokens and $2.50 per million output tokens.

How to choose between Lite and 3.6 Flash

Choose 3.5 Flash-Lite when throughput, latency, and per-call cost dominate. Choose 3.6 Flash when difficult coding, spatial or multimodal reasoning, and multi-step orchestration need stronger quality. A production router should compare task success and retry rate, not route only by token price.

Gemini 3.5 Flash-Lite FAQ

Common questions about Gemini 3.5 Flash-Lite.

What is the Gemini 3.5 Flash-Lite API model ID?+

The generally available Gemini API model ID is gemini-3.5-flash-lite.

How much does Gemini 3.5 Flash-Lite cost?+

Google lists standard pricing at $0.30 per million input tokens and $2.50 per million output tokens. Check the current pricing page for batch, caching, or provider-specific rates before estimating production cost.

When should I use Gemini 3.5 Flash-Lite instead of 3.6 Flash?+

Use 3.5 Flash-Lite for high-volume extraction, classification, document processing, search, and repeated subagent work where latency and cost are primary. Use 3.6 Flash when the task needs stronger coding, multimodal reasoning, or orchestration quality.