3.6 Flash reduces output tokens while improving coding performance and lowering cost to $7.50/1M, making agentic workloads cheaper to run at scale.
Summary
Token efficiency directly reduces inference costs for production agents. Lower latency (3.5 Flash-Lite at 350 output tokens/s) and improved reasoning steps mean faster iteration on multi-step workflows without code bloat.
Why it matters
Token efficiency directly reduces inference costs for production agents. Lower latency (3.5 Flash-Lite at 350 output tokens/s) and improved reasoning steps mean faster iteration on multi-step workflows without code bloat.
Implementation verdict
3.6 Flash replaces 3.5 Flash for most agentic tasks; 3.5 Flash-Lite replaces 3.5 Flash for high-throughput document processing and search. Pricing is lower, benchmarks show measurable gains. Try now if you're already on Gemini—no API changes required, just update model selection.
Sources
Dev Signal
Get briefs like this in your inbox — free, every weekday.
100+ sources compressed into one 4-minute read. Ranked, cited, implementation-ready.