Gemini 2.5 Flash Preview (Sep '25) (Non-reasoning)

Gemini 2.5 Flash Preview (Sep '25) is a multimodal large language model developed by Google, specifically identifying the September 25, 2025 snapshot of the Gemini 2.5 Flash architecture. This version is a non-reasoning variant, which refers to the model's operation when its thinking budget is set to zero. By bypassing the internal chain-of-thought "thinking" process introduced in the 2.5 series, the model achieves lower latency and higher throughput, making it suitable for standard language tasks that do not require complex multi-step reasoning. The model retains a 1 million token context window and is natively multimodal, supporting input types including text, images, audio, and video. It is built on an optimized Transformer architecture with approximately 5 billion parameters, achieving efficiency through techniques such as pruning and quantization. This specific update improved the model's performance on long-horizon agentic tasks and reduced token consumption by approximately 20-30% compared to earlier iterations. It is designed as an efficient workhorse for high-volume, cost-sensitive production applications.