Gemini Flash-Lite - Google DeepMind
Gemini 2.5 models are designed to think through their responses before providing an answer, leading to improved performance and accuracy. These models leverage native multimodality and a long context window, building upon the strengths of the Gemini platform.
Experimental 2.5 Pro
Best suited for coding and handling complex prompts, the Experimental 2.5 Pro model demonstrates high performance capabilities.
General Availability 2.0 Flash
Known for its quick performance in everyday tasks, the 2.0 Flash model is widely accessible.
Experimental 2.0 Flash Thinking
This model strikes a balance between reasoning and speed, making it a versatile option for various applications.
General Availability 2.0 Flash-Lite
Offering cost-efficient performance, the 2.0 Flash-Lite model provides quality output at an optimal speed and cost.
Performance Comparison
The Gemini 2.5 Pro model showcases significant improvements in performance across various benchmarks.
Methodology
When evaluating Gemini results, all Gemini 2.5 Pro scores achieved a pass @1 without resorting to majority voting or parallel test time compute, unless specifically stated. The methodology involves using the AI Studio API for the model-id gemini-2.5-pro-exp-03-25 with default sampling settings. To ensure consistency, results are averaged over multiple trials for smaller benchmarks. Non-Gemini results are sourced from providers' self-reported numbers, and all SWE-bench Verified figures adhere to official provider reports, utilizing different scaffolding and infrastructure. Google's framework involves drawing multiple trajectories and re-scoring them based on the model's own judgement.
Building Responsibly in the Agentic Era
For developers seeking to leverage cutting-edge generative AI models and tools to create AI solutions that benefit all users, Google AI Studio offers the latest models from Google DeepMind. The Gemini API allows for seamless integration of Google's powerful AI models into various applications, fostering innovation and development in the AI space.
To access these advanced models, developers can utilize Google AI Studio. Stay informed about the latest innovations from Google DeepMind by signing up for updates and news.
