New Google Gemini 2.5 Pro update is insane!

Introduction

On May 6, 2025, Google announced an updated “preview” version of its most advanced AI model, Gemini 2.5 Pro (I/O Edition), making it available to all developers and AI enthusiasts. Google originally planned to launch this update at the upcoming Google I/O conference, but due to overwhelming positive feedback, the company decided to release it early so everyone could access it ahead of schedule.

Key Features of the Gemini 2.5 Pro Update:

1. Enhanced Coding Capabilities

Interactive Web Apps: With just a single prompt, you can now create fully functional web applications that combine attractive front-end design with robust functionality.

Code Transformation and Editing: The model’s ability to modify, optimize, and debug existing source code has been significantly improved.

Agentic Workflow: Creating and managing agents to automate multiple tasks or entire workflows is now easier and more efficient than ever before.

2. Powerful Reasoning and Transparency  

New “Thinking Model”: Gemini 2.5 Pro now performs step-by-step reasoning for complex queries or multi-step tasks, producing more logical and accurate outputs. This is enabled by advanced techniques like reinforcement learning and enhanced post-training, allowing the model to analyze information, incorporate context, and make informed decisions.  

Long-Context Support: The model can process up to 1 million tokens in a single input (expanding to 2 million soon), equivalent to roughly 30,000 lines of code or 700,000 words. This enables it to handle vast datasets, code repositories, or lengthy documents while maintaining coherence.  

3. Multimodal Execution  

Video Memory: Gemini 2.5 Pro understands video content and extracts information for task execution, scoring 84.8% on the VideoMME benchmark.  

Image, Audio, and Text Integration: The model processes inputs across formats-generating image descriptions, transcribing audio, or handling web development tasks. It natively supports text, audio, images, video, and even code repositories, enabling applications like interactive simulations and multimedia content creation.

Key upgrades:  

Smarter in STEM: It aced science and math tests like the AIME 2024 with a 92% score.  

Better coding: Improved at writing and fixing code, scoring 63.8% on tough coding challenges.  

Multitask master: Can tackle rare tasks-like translating English to Kalamang (a language spoken by fewer than 200 people)-using only examples provided, without prior training.

How to Use Google Gemini 2.5 Pro API for Free in Visual Studio Code via OpenRouter

Unlocking the power of Google Gemini 2.5 Pro is now easier than ever. With OpenRouter and Visual Studio Code (VS Code), you can set up the API and start coding for free-no complex setup required.

Step-by-Step Setup Guide

1. Generate Your API Key:

  Head to Google AI Studio and create a new API key for Gemini 2.5 Pro Preview (I/O Edition)[5].

2. Install VS Code and Extension:  

  Download and install Visual Studio Code if you haven’t already[3].  

  In VS Code, go to the Extensions panel and search for a compatible client extension (like Roo Code or CodeGPT). Install it.

3. Configure the API Key:  

  Open the extension’s settings and add your OpenRouter API key and the Gemini 2.5 Pro model endpoint. This connects VS Code to the Gemini API.

4. Start Prompting:

  Enter your prompt in the extension-e.g., “Create a high-converting landing page for an SEO agency.”  

  Instantly, you’ll get ready-to-use HTML and CSS code, generated by Gemini 2.5 Pro.

Real Examples: Building SEO Tools and Games

With custom prompts, you can create powerful tools and even games:

Keyword Research Tool:  

1. Use your API key and niche to generate keyword ideas.  

2. Customize outputs by filtering placeholders and organizing by topic.

SEO Runner Game:

1. Build a game where you collect tools, avoid spam, and boost Domain Authority (DA).  

2. Customize graphics, colors, and backgrounds-all with AI-generated code.

How to Get Free Preview Access

1. Log in to Google AI Studio or Vertex AI.

2. Select your project and add the `Gemini 2.5 Pro Preview (I/O Edition)` model.

3. Use the Gemini app’s Canvas feature or Code Sandbox to generate code directly from prompts.

4. Enjoy Gemini 2.5 Pro’s latest capabilities for free-whether via API, web dashboard, or VS Code extension.

This workflow lets anyone-from beginners to pros-leverage advanced AI coding, build custom SEO tools, and experiment with creative projects, all at zero cost.

Limitations and Issues

While Gemini 2.5 Pro offers impressive capabilities, it isn’t perfect. Here are some things to keep in mind:

1.Simulated API Calls:

  Sometimes, the API provides simulated responses instead of fetching real-time live data. This can affect the accuracy of certain outputs.

2.Tool Compatibility:

  Some third-party tools (like Windsurf) may not always function reliably with the API. Occasional glitches or downtime can occur.

3.Coding Output Accuracy:

  The code generated by Gemini 2.5 Pro isn’t always 100% flawless. You may need to review, test, and provide feedback to improve the results.

Despite these limitations, Gemini 2.5 Pro remains a powerful tool for developers and creators. With a bit of patience and feedback, you can get the most out of its advanced features.

Summary 

Gemini 2.5 Pro now allows you to create coding tools, web utilities, games, and SEO tools all in one place—completely free.

The new Gemini 2.5 Pro update is more than just a powerful AI model; it’s a revolutionary milestone for coders, designers, researchers, and students alike. It seamlessly integrates internal instructions from different tools into a single prompt, making workflows smoother and more creative. With free preview access, Google has opened the door to the future of creative and automated workflows—dive in now and start turning your ideas into reality!

The latest Gemini 2.5 Pro (I/O Edition) update by Google brings major advancements in coding capabilities. It’s available via Gemini API, Google AI Studio, and Vertex AI—still at the same price as before. This upgrade particularly excels in building interactive web applications, code transformation, code editing, and agent-based workflows.

Gemini 2.5 Pro I/O Edition currently tops the WebDev Arena leaderboard and has scored 84.8% on the VideoMME benchmark. It features a 1-million-token context window, which will soon be upgraded to 2 million—making it capable of handling large datasets and solving complex problems with ease.

Conclusion

This model has strong reasoning abilities. It doesn’t just generate code but can also make smart changes and decisions within the code. Its coding skills are very competitive compared to other advanced models like Gemini 2.5 Pro, GPT-4.5, and Claude 3.7 Sonnet.

The updated version is also available in the Google Gemini chatbot app on both web and mobile platforms. Developers are already using this model in Google AI Studio and Vertex AI to build more advanced applications.

If you’re interested in SEO, web development, or AI tools, then Google Gemini 2.5 Pro and similar tools can be excellent choices for you.

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