GPT Proto

GPTProto

  • Dashboard
  • LLM

    • claude
      Claude Opus 5New
    • google
      Gemini 3.6 Flash
    • google
      Gemini 3.5 Flash Lite
    • moonshotai
      Kimi K3
    • openai
      GPT 5.6 Luna

    Image

    • bytedance
      Dola Seedream 5.0 Pro 260628New
    • google
      Gemini 3.1 Flash Lite Image
    • google
      Gemini 3.1 Flash Image
    • openai
      GPT Image 2
    • google
      Gemini 3.1 Flash Image Preview

    Video

    • kling
      Kling v3.0 4kNew
    • bytedance
      Dreamina Seedance 2.0 Mini 260615
    • kling
      Kling v3 Omni 4k
    • bytedance
      Dreamina Seedance 2.0 Fast 260128
    • bytedance
      Dreamina Seedance 2.0 260128
    Explore 214+ Models >
  • Generator

    • Create Image
    • Create Video
    • Edit in Canvas

    Features

    • Anime to Real Life AINew
    • Anime AI Art Generator
    • AI Object Remover
    • AI Image Editor
    • Unrestricted AI Image Generator
    • AI Motion Transfer
    • AI Clothes Remover
    • AI Watermark Remover
    • AI Image Enhancer Online
    • Online Background Remover Tool
    Explore All >

    Prompts

    • Seedance 2.0 PromptsNew
    • GPT Image 2 Prompts
    • Nano Banana Pro Prompts
    • Seedream 5.0 Pro Prompts
  • AI Blog

    • GLM 5.2 vs MiniMax M3: Which Is Better for Coding and Frontend Work?
    • How to Create Your Own AI Character With an API—No Coding Required
    • Kimi K3 vs Claude Opus 5: Which Is Better for Coding and AI Agents?
    • 20 Free Seedream 5.0 Pro Packaging Design Prompts for Products and E-commerce
    • GLM-5.2 vs Kimi K3 for Coding: Which Is Better for Developers in 2026?
    Explore All >

    AI Insight

    • What Is Emochi AI—and Why Is It Growing So Fast? (2026)
    • What Is Kimi K3—and Is It Really Close to GPT-5.6 and Fable 5?
    • 12 Best AI Video Generation Tools in 2026 for YouTube, TikTok, Text and Images
    • What Is Qwen 3.8 Max? Release Date, 2.4T Preview, Pricing, and Early Benchmarks
    • Gemini 3.6 Flash and Gemini 3.5 Flash-Lite Explained: Which One Should You Use?
    Explore All >

    AI Docs

    • gpt-image-2
    • gpt-5.4
    • kimi-k2.5
    • claude-opus-4-6
    • kling-v3.0-pro
    Explore All >

    AI Skills

    • browser-use
    • claude-to-im
    • competitive-ads-extractor
    • content-creator
    • data-storytelling
    Explore All >
Pricing
English繁體中文한국어日本語EspañolРусский
Get Started Now
  1. Home
  2. /Model
  3. /Google
  4. /gemini-2.5-pro / file-analysis
Google
gemini-2.5-pro / file-analysis
ChatDocumentation
Documentation
The ai gemini 2.5 pro is a high-intelligence multimodal model by Google. It features a 2-million-token context window, excelling in native video analysis, reasoning, and complex codebase comprehension for demanding enterprise workflows.

$ 0.75
$ 1.25

$ 6
$ 10

file

text

$ 0.75
$ 1.25

file

$ 6
$ 10

text

API

File Analysis

curl --request POST "https://gptproto.com/v1beta/models/gemini-2.5-pro:generateContent" \
  --header "Authorization: Bearer $GPTPROTO_API_KEY" \
  --header "Content-Type: application/json" \
  --data '{
    "contents": [
      {
        "role": "user",
        "parts": [
          {
            "text": "what is in this file?"
          },
          {
            "file_data": {
              "mime_type": "application/pdf",
              "file_uri": "https://tos.gptproto.com/resource/gptproto.pdf"
            }
          }
        ]
      }
    ],
    "generationConfig": {
      "thinkingConfig": {
        "includeThoughts": true,
        "thinkingBudget": 1000
      }
    }
  }'
Related Models
All Models
Claude
Claude
claude-opus-5
$ 20
$ 25
Google
Google
gemini-3.6-flash
$ 4.5
$ 7.5
MoonshotAI
MoonshotAI
kimi-k3
$ 13.5
$ 15
OpenAI
OpenAI
gpt-5.6-luna
$ 0.96
$ 1.2
MiniMax
MiniMax
MiniMax-M3
$ 0.96
$ 1.2
Z-AI
Z-AI
glm-5.2
$ 3.96
$ 4.4

ai gemini 2.5 pro Technical Features

Explore the technical strengths of the ai gemini 2.5 pro model for complex ai workflows.

Native Multimodal

Interleaved processing of text, audio, and video for superior cross-modal ai reasoning.

Multimodal processing

Agentic Tool Use

Optimized for multi-step tool chaining with a 15% improvement in reliability for ai agents.

AI tool calling

Context Caching

Reduce ai costs by up to 75% when reusing large datasets in gemini 2.5 pro prompts.

Efficient caching

2M Token Context

The ai gemini 2.5 pro features the industry's largest window for deep document and code analysis.

Large context window

How to Get a gemini-2.5-pro API Key

Getting a gemini-2.5-pro API key takes four steps and a few minutes. Create a free GPTProto account, add credits, generate your key, and make your first call — at $0.75 / $6 it's a cheaper gemini-2.5-pro API key than going direct, and one key works across every model on the platform. Full gemini-2.5-pro Documentation is in the docs.

Sign up

Sign up

Create your free GPT Proto account to begin. You can set up an organization for your team at any time.

Top up

Top up

Your balance can be used across all models on the platform, including gemini-2.5-pro, giving you the flexibility to experiment and scale as needed.

Generate your API key

Generate your API key

In your dashboard, create an API key — you'll need it to authenticate when making requests to gemini-2.5-pro.

Make your first API call

Make your first API call

Use your API key with our sample code to send a request to gemini-2.5-pro via GPT Proto and see instant AI-powered results.

Get API Key

ai gemini 2.5 pro Frequently Asked Questions

Common questions about implementing the ai gemini 2.5 pro model into your production environment and its multimodal capabilities.

How does ai gemini 2.5 pro handle 2M tokens?

The ai gemini 2.5 pro uses advanced TPU infrastructure to maintain over 99% retrieval accuracy in its 2-million-token window. This allows the ai gemini 2.5 pro to process massive contexts, such as thousands of pages or hours of video, without losing track of specific details found in the 'needle in a haystack' tests. It is significantly more efficient than previous gemini versions for high-volume data analysis.

Does ai gemini 2.5 pro support native video?

Yes, ai gemini 2.5 pro features native multimodal encoding. Unlike models that use separate encoders, this ai processes video, audio, and text in a single stream. You can upload up to 2 hours of video directly to the ai gemini 2.5 pro, enabling it to answer questions about specific timestamps, summarize narratives, or identify visual events with high precision.

What is the cost of using ai gemini 2.5 pro?

Pricing for ai gemini 2.5 pro is tiered based on context. For prompts under 128k tokens, the ai input cost is $1.25 per 1M tokens. For larger requests, it increases to $2.50 per 1M tokens. All output from the ai gemini 2.5 pro is priced at $3.75 per 1M tokens. We also support context caching, which can reduce your ai input costs by up to 75% for frequently repeated large datasets.

Is ai gemini 2.5 pro compatible with OpenAI SDK?

Absolutely. Our platform provides an OpenAI-compatible endpoint for ai gemini 2.5 pro. You simply need to update your base URL and model name to 'gemini-2.5-pro'. This allows you to migrate existing ai workflows from GPT-4o or Claude to the gemini 2.5 pro infrastructure with minimal code changes, supporting both streaming and structured JSON outputs.

How does it compare to Claude 3.5 Sonnet?

While Claude 3.5 Sonnet is excellent for coding logic, ai gemini 2.5 pro leads in context size and multimodal breadth. The gemini 2.5 pro 2M window is ten times larger than Sonnet's 200k limit. Additionally, ai gemini 2.5 pro offers native video and audio processing, which Sonnet currently lacks, making gemini the preferred ai for rich media analysis and massive document corpora.

Is my ai data used for training?

No. Data processed through our ai gemini 2.5 pro API is strictly private. Neither our platform nor Google uses your inputs or outputs to train underlying models. We prioritize enterprise-grade security and trustworthiness, ensuring that your sensitive codebase or legal data remains confidential while using the ai gemini 2.5 pro model.

further reading

More Blogs
Is gemini2.5 pro Still a Beast? A Reality Check

Is gemini2.5 pro Still a Beast? A Reality Check

Is gemini2.5 pro losing its edge? Explore the hallucinations, coding issues, and why this AI model remains a king for long-context tasks. See the verdict.

Gemini3: Mastering the One-Shot Model

Gemini3: Mastering the One-Shot Model

Gemini3 delivers brutal one-shot precision but drops the ball in long chats. Find out how to structure your prompts for maximum reliability.

Gemini 2.5 Pro Why Developers Prefer Stability Over Newer AI Models for Coding and Video Analysis

Gemini 2.5 Pro Why Developers Prefer Stability Over Newer AI Models for Coding and Video Analysis

Discover why Gemini 2.5 Pro remains a top choice for developers despite newer releases. Explore its superior coding precision, video analysis capabilities, and how tools like GPTProto help bypass recent quota limitations for professional workflows.

Gemini 2.5 Pro: A Fading AI Giant

Gemini 2.5 Pro: A Fading AI Giant

The gemini 2.5 pro was once an AI powerhouse, but rising hallucinations and limits have users looking elsewhere. Read our full performance breakdown.

GPT Proto

Empowering AI Innovation with Global Scale and Stability:

With our flagship product GPT Proto, we offer a unified interface to access and combine APIs from the world's leading AI providers—spanning text, vision, speech, and beyond. We empower developers and enterprises to simplify integration and accelerate innovation without limits.

Global Infrastructure, Local Compliance:

To ensure enterprise-grade reliability and compliance, Talent Tech Global Limited operates specifically as our global Billing and Contracting Entity. Meanwhile, our core technical infrastructure and R&D teams are strategically distributed across global innovation hubs, including Silicon Valley, Singapore, and Hong Kong.

Built to Scale:

We understand that stability is paramount. Our platform is built on a robust, decentralized architecture supporting dynamic Auto-scaling. Whether you are running a pilot or handling millions of concurrent requests, our system expands instantly to meet demand—guaranteeing that your business never outgrows our infrastructure.

Navigation

  • Dashboard
  • Models
  • Create Image
  • AI Image Upscale
  • AI Background Remover
  • Create Video
  • Edit in Canvas
  • Features
  • Pricing
  • AI Docs
  • AI Blog
  • AI Insight
  • AI Skills

Features

  • Anime to Real Life AI
  • Anime AI Art Generator
  • AI Object Remover
  • AI Image Editor
  • Unrestricted AI Image Generator
  • AI Motion Transfer
  • AI Clothes Remover
  • AI Watermark Remover
  • AI Image Enhancer Online
  • Online Background Remover Tool
  • AI Face Swap Image
  • AI Passport Photo Maker
  • MS Paint AI Generator
Explore all features >

LLM

  • Claude Opus 5
  • Gemini 3.6 Flash
  • Gemini 3.5 Flash Lite
  • Kimi K3
  • GPT 5.6 Luna
  • GPT 5.6 Terra
  • GPT 5.6 Sol
  • Grok 4.5
  • Claude Sonnet 5
  • Minimax M3
  • GLM 5.2
  • GPT 5.1 Chat Latest
  • Claude Fable 5
  • Qwen3.7 Max
  • Claude Opus 4.8 Thinking
  • Claude Opus 4.8
  • Gemini 3.5 Flash
  • DeepSeek v4 Flash
  • DeepSeek v4 Pro
  • Grok 4.3
Explore all models >

Image

  • Dola Seedream 5.0 Pro 260628
  • Gemini 3.1 Flash Lite Image
  • Gemini 3.1 Flash Image
  • GPT Image 2
  • Gemini 3.1 Flash Image Preview
  • Seedream 5.0 260128
  • Doubao Seedream 5.0 260128
  • Vidu Q2
  • Grok Imagine Image
  • Kling Image O1
  • GPT Image 1.5
  • Seedream 4.5 251128
  • Doubao Seedream 4.5 251128
  • Grok Imagine 0.9
  • Gemini 3 Pro Image Preview
  • Qwen Image Lora
  • Qwen Image Plus Lora
  • Qwen Image Plus
  • Grok 4 Image
  • GPT Image 1 Mini
Explore all models >

Video

  • Kling v3.0 4k
  • Dreamina Seedance 2.0 Mini 260615
  • Kling v3 Omni 4k
  • Dreamina Seedance 2.0 Fast 260128
  • Dreamina Seedance 2.0 260128
  • Vidu 2.0
  • Doubao Seedance 2.0 260128
  • Doubao Seedance 2.0 Fast 260128
  • Kling v3 Omni Pro
  • Kling v3 Omni Std
  • Vidu Q3 Turbo
  • Kling v3.0 Pro
  • Kling v3.0 Std
  • Vidu Q3 Pro
  • Kling v2.6 Std
  • Vidu Q2 Pro
  • Vidu Q2 Turbo
  • Vidu Q2 Pro Fast
  • Vidu Q2
  • Kling Video O1 Pro
Explore all models >

© 2026 Talent Tech Global Limited (Hong Kong) / Talent Tech Global LLC (US). All rights reserved.

  • About Us
  • Privacy Policy
  • Terms of Service
  • Sitemap