> ## Documentation Index
> Fetch the complete documentation index at: https://docs.hicap.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Google

> Google Gemini models available through the Hicap API

All Google Gemini models below are accessible through the **Hicap API** using the standard [OpenAI API spec](https://platform.openai.com/docs/api-reference). Point your OpenAI SDK at `https://api.hicap.ai/v1` and use any model ID listed here. For pricing, see the [Model Catalog](https://hicap.ai/models).

## gemini-3.1-pro

Gemini 3.1 Pro is Google's latest flagship reasoning model with a 1M token context window, advanced analytical capabilities, and support for long-context tiers. It excels at complex multi-step reasoning and large-scale document analysis.

<div className="text-white font-bold">Best for:</div>

<div className="bg-gray-200 dark:bg-black px-3 py-1 mt-2">
  <span>
    Advanced reasoning, complex multi-step analysis, large-scale document processing, codebase understanding, and enterprise workflows requiring the highest Google Gemini capability.
  </span>
</div>

| Input                            |   | Output |
| -------------------------------- | - | ------ |
| `Text, Image, Audio, Video, PDF` |   | `Text` |

<Columns cols={1}>
  <div>
    <div className="text-white font-bold">This model offers</div>

    <ul className="mb-6">
      <li>\* 1,000,000 context window</li>
      <li>\* Long-context tier above 200,000 tokens</li>
    </ul>
  </div>
</Columns>

## gemini-3.1-pro-preview

Gemini 3.1 Pro Preview is the preview channel of Gemini 3.1 Pro with identical capabilities, providing early access to the latest improvements.

<div className="text-white font-bold">Best for:</div>

<div className="bg-gray-200 dark:bg-black px-3 py-1 mt-2">
  <span>
    Same use cases as gemini-3.1-pro — advanced reasoning, document analysis, and enterprise workflows. Use the preview for early access to latest refinements.
  </span>
</div>

| Input                            |   | Output |
| -------------------------------- | - | ------ |
| `Text, Image, Audio, Video, PDF` |   | `Text` |

<Columns cols={1}>
  <div>
    <div className="text-white font-bold">This model offers</div>

    <ul className="mb-6">
      <li>\* 1,000,000 context window</li>
      <li>\* Long-context tier above 200,000 tokens</li>
    </ul>
  </div>
</Columns>

## gemini-3.1-flash-image-preview

Gemini 3.1 Flash Image Preview is a fast, cost-efficient model specialized for text-to-image generation and visual content creation. Built on the Flash architecture for low-latency responses.

<div className="text-white font-bold">Best for:</div>

<div className="bg-gray-200 dark:bg-black px-3 py-1 mt-2">
  <span>
    Fast text-to-image generation, iterative image editing, visual asset creation, and design prototyping where speed and cost efficiency are priorities.
  </span>
</div>

| Input         |   | Output  |
| ------------- | - | ------- |
| `Text, Image` |   | `Image` |

<Columns cols={1}>
  <div />
</Columns>

## gemini-3-pro-image-preview

Gemini 3 Pro Image Preview is a high-capability model for image generation and multimodal visual workflows. It delivers higher quality image outputs compared to Flash variants.

<div className="text-white font-bold">Best for:</div>

<div className="bg-gray-200 dark:bg-black px-3 py-1 mt-2">
  <span>
    High-quality image generation, creative visual content, marketing asset creation, and premium visual workflows where output quality matters more than speed.
  </span>
</div>

| Input         |   | Output  |
| ------------- | - | ------- |
| `Text, Image` |   | `Image` |

<Columns cols={1}>
  <div>
    <div className="text-white font-bold">This model offers</div>

    <ul className="mb-6">
      <li>\* 1,000,000 context window</li>
    </ul>
  </div>
</Columns>

## gemini-3-pro-preview

Gemini 3 Pro Preview is a next-generation, high-capability model focused on advanced reasoning, deep multimodal understanding, and long-context performance. As a preview release, it showcases cutting-edge improvements in analytical depth, instruction comprehension, and complex problem solving across text and multimodal inputs.

<div className="text-white font-bold">Best for:</div>

<div className="bg-gray-200 dark:bg-black px-3 py-1 mt-2">
  <span>
    Advanced reasoning, complex multimodal workflows, research-oriented tasks, and early adoption scenarios where maximum capability and depth are prioritized over cost or latency.
  </span>
</div>

| Input                            |   | Output |
| -------------------------------- | - | ------ |
| `Text, Image, Audio, Video, PDF` |   | `Text` |

<Columns cols={1}>
  <div>
    <div className="text-white font-bold">This model offers</div>

    <ul className="mb-6">
      <li>\* 1,000,000 context window</li>
      <li>\* 64,000 max output tokens</li>
    </ul>
  </div>
</Columns>

## gemini-3-flash-preview

Gemini 3 Flash is a fast and cost-efficient multimodal model designed for responsive interactions and scalable workloads. It balances solid reasoning and multimodal understanding with low latency, making it well suited for high-throughput applications.

<div className="text-white font-bold">Best for:</div>

<div className="bg-gray-200 dark:bg-black px-3 py-1 mt-2">
  <span>
    Low-latency, high-throughput chat, summarization, and multimodal extraction in production environments where speed and cost efficiency are critical.
  </span>
</div>

| Input         |   | Output |
| ------------- | - | ------ |
| `Text, Image` |   | `Text` |

<Columns cols={1}>
  <div />
</Columns>

## gemini-2.5-pro

Extended version of Gemini 2.5 Pro with ultra-long context support (beyond 200k tokens, reaching into the millions depending on setup). Designed to handle large documents, full repositories, or extensive datasets in a single session.

<div className="text-white font-bold">Best for:</div>

<div className="bg-gray-200 dark:bg-black px-3 py-1 mt-2">
  <span>
    Long-context processing: legal contracts spanning thousands of pages, large codebases, academic research, reviewing historical chat/log data. Ideal for copilots that need to “remember” or reason over very large corpora.
  </span>
</div>

| Input                             |   | Output |
| --------------------------------- | - | ------ |
| `Text, Image, Audio, Video, Code` |   | `Text` |

<Columns cols={1}>
  <div />
</Columns>

## gemini-2.5-flash

Gemini 2.5 Flash is a fast and cost-effective model that balances performance with a wide range of capabilities. It is the first Flash model to feature thinking capabilities, which lets you see the model's thinking process as it generates a response.

<div className="text-white font-bold">Best for:</div>

<div className="bg-gray-200 dark:bg-black px-3 py-1 mt-2">
  <span>
    Low latency/high throughput for chat, summarization, and multimodal extraction at a lower cost.
  </span>
</div>

| Input                             |   | Output                            |
| --------------------------------- | - | --------------------------------- |
| `Text, Image, Audio, Video, Code` |   | `Text, Image, Audio, Video, Code` |

<Columns cols={1}>
  <div>
    <div className="text-white font-bold">This model offers</div>

    <ul className="mb-6">
      <li>\* 1,048,576 context window</li>
      <li>\* 65,536 max output tokens</li>
      <li>\* January 1, 2025 knowledge cutoff</li>
    </ul>
  </div>
</Columns>

## gemini-2.5-flash-preview

Gemini 2.5 Flash Preview provides early access to the latest Gemini 2.5 Flash improvements. Same fast, cost-effective architecture with thinking capabilities and multimodal support.

<div className="text-white font-bold">Best for:</div>

<div className="bg-gray-200 dark:bg-black px-3 py-1 mt-2">
  <span>
    Same use cases as gemini-2.5-flash — low latency chat, summarization, and multimodal extraction. Use the preview for early access to the latest refinements.
  </span>
</div>

| Input                             |   | Output                            |
| --------------------------------- | - | --------------------------------- |
| `Text, Image, Audio, Video, Code` |   | `Text, Image, Audio, Video, Code` |

<Columns cols={1}>
  <div>
    <div className="text-white font-bold">This model offers</div>

    <ul className="mb-6">
      <li>\* 1,048,576 context window</li>
    </ul>
  </div>
</Columns>

## gemini-2.5-flash-lite

Lightweight, optimized version of Gemini Flash, designed for speed and low cost. Trades off some reasoning depth and output quality for efficiency. Maintains multimodal capabilities (text + image input) but focuses on ultra-fast responses.

<div className="text-white font-bold">Best for:</div>

<div className="bg-gray-200 dark:bg-black px-3 py-1 mt-2">
  <span>
    High-throughput, latency-sensitive tasks: chatbots with large user volumes, quick autocomplete, real-time customer support, fast retrieval-augmented generation (RAG), and mobile/embedded use cases where cost and speed matter more than depth.
  </span>
</div>

| Input                |   | Output        |
| -------------------- | - | ------------- |
| `Text, Image, Audio` |   | `Text, Audio` |

<Columns cols={1}>
  <div>
    <div className="text-white font-bold">This model offers</div>

    <ul className="mb-6">
      <li>\* 1,000,000 context window</li>
      <li>\* 64,000 max output tokens</li>
      <li>\* January 1, 2025 knowledge cutoff</li>
    </ul>
  </div>
</Columns>

## gemini-2.0-flash

A Google model that performs like a Pro model with the speed of a Flash model. Multi-modal inputs and outputs, native tool use, great for agentic workflows.

<div className="text-white font-bold">Best for:</div>

<div className="bg-gray-200 dark:bg-black px-3 py-1 mt-2">
  <span>
    High-volume workflows: customer interaction, summarization, data extraction, and fast-response agents. Good when you need speed with decent reasoning.
  </span>
</div>

| Input                             |   | Output               |
| --------------------------------- | - | -------------------- |
| `Text, Image, Audio, Video, Code` |   | `Text, Image, Audio` |

<Columns cols={1}>
  <div>
    <div className="text-white font-bold">This model offers</div>

    <ul className="mb-6">
      <li>\* 1,000,000 context window</li>
      <li>\* 8,000 max output tokens</li>
      <li>\* August 1, 2024 knowledge cutoff</li>
    </ul>
  </div>
</Columns>

## gemini-2.0-flash-lite

Ultra-light, lowest-latency Gemini variant. Optimized for efficiency rather than depth, while maintaining multimodal support.

<div className="text-white font-bold">Best for:</div>

<div className="bg-gray-200 dark:bg-black px-3 py-1 mt-2">
  <span>
    Mobile or embedded copilots, lightweight RAG, chatbots, autocomplete, and fast contextual lookups where cost and response time are more critical than complex reasoning.
  </span>
</div>

| Input                |   | Output |
| -------------------- | - | ------ |
| `Text, Image, Audio` |   | `Text` |

<Columns cols={1}>
  <div>
    <div className="text-white font-bold">This model offers</div>

    <ul className="mb-6">
      <li>\* 1,000,000 context window</li>
      <li>\* 8,000 max output tokens</li>
      <li>\* February 5, 2025 knowledge cutoff</li>
    </ul>
  </div>
</Columns>