> ## AI Agent Context
> Get the complete documentation index at: https://aistudio.google.com/llms.txt
> Use this file to discover all available pages.
> For the full documentation in a single file, fetch: https://aistudio.google.com/llms-full.txt

# Gemini 2.5 Pro

{% callout type="caution" %}
  Gemini 2.5 Pro (`gemini-2.5-pro`) is
  [deprecated](/docs/deprecations#gemini-2.5-pro-models) and is no longer
  available to select in Google AI Studio (API access is limited to existing users
  until December 1, 2026). Effective December 1, 2026, all API requests to
  `gemini-2.5-pro` will automatically route to
  [Gemini 3.8 Flash (`gemini-3.8-flash`)](/docs/models/gemini-3.8-flash) and be
  billed at [Gemini 3.8 Flash rates](/docs/pricing#gemini-3.8-flash). Before
  December 1, 2026, update your model string to `gemini-3.8-flash` and review the
  [Gemini 3.8 Flash migration guide](/docs/whats-new-gemini-3.8#migrate-to-gemini-3-8-flash).
  Breaking API changes include function calling and `thought_signature`
  validation, `thinking_level` replacing `thinking_budget`, and removed sampling
  parameters and prefilled model turns.

{% /callout %}

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.

## gemini-2.5-pro  {% id="gemini-25-pro" %}

{% table variant="model" %}
  * Property
  * Description

  ---

  *     {% section class="model-property" %}
  {% icon name="id_card" /%}Model code

    {% /section %}

  * `gemini-2.5-pro`

  ---

  *     {% section class="model-property" %}
  {% icon name="save" /%}Supported data types

    {% /section %}

  *     **Inputs** Audio, images, video, text, and PDF

    **Output** Text


  ---

  *     {% section class="model-property" %}
  {% icon name="token_auto" /%}Token limits{% sup %}[[*]](/docs/tokens){% /sup %}

    {% /section %}

  *     **Input token limit** 1,048,576

    **Output token limit** 65,536


  ---

  *     {% section class="model-property" %}
  {% icon name="handyman" /%}Capabilities

    {% /section %}

  *     {% section class="three-column-grid" %}
  {% section %}
  **Audio generation**

  {% badge type="not-supported" /%}

  {% /section %}

  {% section %}
  **Batch API**

  {% badge type="supported" /%}

  {% /section %}

  {% section %}
  **Caching**

  {% badge type="supported" /%}

  {% /section %}

  {% section %}
  **Code execution**

  {% badge type="supported" /%}

  {% /section %}

  {% section %}
  **File search**

  {% badge type="supported" /%}

  {% /section %}

  {% section %}
  **Flex inference**

  {% badge type="supported" /%}

  {% /section %}

  {% section %}
  **Function calling**

  {% badge type="supported" /%}

  {% /section %}

  {% section %}
  **Grounding with Google Maps**

  {% badge type="supported" /%}

  {% /section %}

  {% section %}
  **Image generation**

  {% badge type="not-supported" /%}

  {% /section %}

  {% section %}
  **Live API**

  {% badge type="not-supported" /%}

  {% /section %}

  {% section %}
  **Priority inference**

  {% badge type="supported" /%}

  {% /section %}

  {% section %}
  **Search grounding**

  {% badge type="supported" /%}

  {% /section %}

  {% section %}
  **Structured outputs**

  {% badge type="supported" /%}

  {% /section %}

  {% section %}
  **Thinking**

  {% badge type="supported" /%}

  {% /section %}

  {% section %}
  **URL context**

  {% badge type="supported" /%}

  {% /section %}

    {% /section %}


  ---

  *     {% section class="model-property" %}
  {% icon name="123" /%}Versions

    {% /section %}

  *     Read the [model version patterns](/docs/models#model-versions) for more details.

    *   Deprecated: `gemini-2.5-pro` (effective December 1, 2026, automatically routed to `gemini-3.8-flash`)


  ---

  *     {% section class="model-property" %}
  {% icon name="calendar_month" /%}Latest update

    {% /section %}

  * June 2025

  ---

  *     {% section class="model-property" %}
  {% icon name="cognition_2" /%}Knowledge cutoff

    {% /section %}

  * January 2025

  ---

  *     {% section class="model-property" %}
  {% icon name="paid" /%}Pricing

    {% /section %}

  * [Pricing](/docs/pricing#gemini-2.5-pro)
{% /table %}