> [!NOTE] > **Note:** To ensure reliable performance for everyone, we are limiting access to the 2.5 models to users who have actively used them in the past. These models are not deprecated and will continue to be served until further notice through the API. For any new projects, use our latest models: 3.5 Flash-Lite or 3.8 Flash. This helps us maintain sufficient capacity for both ongoing legacy workflows and new applications. Our state-of-the-art thinking model, capable of reasoning over complex problems in code, math, and STEM, as well as analyzing large datasets, codebases, and documents using long context. [Try in Google AI Studio](https://aistudio.google.com?model=gemini-2.5-pro) ## gemini-2.5-pro | Property | Description | |---|---| | Model code | `gemini-2.5-pro` | | Supported data types | **Inputs** Audio, images, video, text, and PDF **Output** Text | | Token limits^[\[\*\]](https://ai.google.dev/gemini-api/docs/tokens)^ | **Input token limit** 1,048,576 **Output token limit** 65,536 | | Capabilities | **[Audio generation](https://ai.google.dev/gemini-api/docs/speech-generation)** Not supported **[Caching](https://ai.google.dev/gemini-api/docs/caching)** Supported **[Code execution](https://ai.google.dev/gemini-api/docs/code-execution)** Supported **[File search](https://ai.google.dev/gemini-api/docs/file-search)** Supported **[Function calling](https://ai.google.dev/gemini-api/docs/function-calling)** Supported **[Grounding with Google Maps](https://ai.google.dev/gemini-api/docs/maps-grounding)** Supported **[Image generation](https://ai.google.dev/gemini-api/docs/image-generation)** Not supported **[Live API](https://ai.google.dev/gemini-api/docs/live-api)** Not supported **[Search grounding](https://ai.google.dev/gemini-api/docs/google-search)** Supported **[Structured outputs](https://ai.google.dev/gemini-api/docs/structured-output)** Supported **[Thinking](https://ai.google.dev/gemini-api/docs/thinking)** Supported **[URL context](https://ai.google.dev/gemini-api/docs/url-context)** Supported | | Consumption options | **[Batch API](https://ai.google.dev/gemini-api/docs/batch-api)** Supported **[Flex inference](https://ai.google.dev/gemini-api/docs/flex-inference)** Supported **[Priority inference](https://ai.google.dev/gemini-api/docs/priority-inference)** Supported | | Versions | Read the [model version patterns](https://ai.google.dev/gemini-api/docs/models/gemini#model-versions) for more details. - `Stable: gemini-2.5-pro` | | Latest update | June 2025 | | Knowledge cutoff | January 2025 |