# JigsawStack v3 Has Officially Launched! 🚀

We're thrilled to announce the official launch of JigsawStack v3 along with our new token-based pricing model! These updates underscore our commitment to making infrastructure automation both accessible and genuinely valuable for developers like you.

## 👋 Meet the Team & Upcoming Hackathon!

Exciting news! We finally met in person for the first time in San Francisco, and had a blast! We're keeping the momentum going with our upcoming hackathon:

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1744436587597/be9fbebc-b31d-4b2f-9f6e-ea91ce31df62.jpeg align="center")

### **Smol Hackathon for Smol Models v0.2**

* ![](https://cdn.hashnode.com/res/hashnode/image/upload/v1744731291592/37eb744d-7c31-4879-89f0-426bd0af8405.jpeg align="center")
    
    📅 **Date:** Saturday, April 19th
    
* 🕒 **Time:** 9:30 AM - 6:30 PM
    
* 📍 **Location:** Hacker House, Nob Hill, San Francisco (exact address upon approval)
    

**What to Expect:**

* Cozy hacker-house vibes to kickstart your weekend AI projects
    
* Opportunities to explore new AI tools, features, or product integrations
    
* Casual atmosphere for sharing work and receiving feedback
    
* Demos, small talks, and networking with fellow devs
    

**Schedule:**

* 9:30 AM: Doors open
    
* 10:00 AM: Introduction & tech sharing
    
* 11:00 AM: Start building
    
* 5:30 PM: Demos
    
* 6:30 PM: Doors close
    

👉 [Register here](https://lu.ma/0s884wbf) (approval required)

Got questions? Reach out to [Yoeven](https://x.com/yoeven) on X!

### Support Us on Product Hunt!

[![](https://cdn.hashnode.com/res/hashnode/image/upload/v1744747282133/a243b7ea-cbdc-4ccf-a9c1-5ee4fd4b557d.png align="center")](https://www.producthunt.com/products/jigsawstack)

We’re excited to announce that JigsawStack v3 is launching on **Product Hunt on April 21st**! Your support would mean the world to us. Mark your calendars, and join us on launch day to help spread the word, share your feedback, and upvote our launch! 🚀

[Click here to get notified on the 21st!](https://www.producthunt.com/products/jigsawstack)

## What's New in v3?

![](https://cdn.hashnode.com/res/hashnode/image/upload/v1744731890340/4c36780b-9ac4-43f8-94d4-e70767de02dc.png align="center")

### New Token-Based Pricing Model is Live

Our new pricing is now active and automatically applied to your account:

**Pricing details:**

* Input & Output Tokens
    
* Inference Time Tokens (1ms processing = 1 token)
    

This granular pricing means most users will experience cost savings ranging from **2.5x to 36x** compared to our previous per-request pricing!

### Service Merges

* AI Scraper & Web Scraper are now combined
    
* All Geo APIs have been removed
    

### New Model Launches

* Embedding model (v1 beta)
    
* Image-to-Image Translation model
    

## Key SDK Updates in v3

### AI Scraper: Enhanced parameters for precise data extraction.

```javascript
jigsaw.ai_scrape({
  url: "https://example.com",
  selectors: ["h1", ".product-description"],
  element_prompts: ["titles", "Product descriptions"],
});
```

### Embedding API: Seamlessly integrate embeddings for diverse data.

```javascript
jigsaw.embedding({
  text: "Your text here",
  type: "text",
});
```

### Image-to-Image Translation: Easily translate image content.

```javascript
jigsaw.translate.image({
  url: "https://images.unsplash.com/photo-1566657817181-c69e4a8eeb1e?q=80&w=3087&auto=format&fit=crop&ixlib=rb-4.0.3&ixid=M3wxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8fA%3D%3D",
  target_language: "hi",
});
```

**Important Note:** The updated JavaScript and Python SDKs include breaking changes. Be sure to check our updated documentation to navigate these updates smoothly.

## More Highlights from Recent Updates:

* Secured $1.5M funding from [Ada Ventures](https://www.adaventures.com/) and [Antler](https://www.antler.co/)
    
* Welcomed [Harsha Vardhan Khurdula](https://www.linkedin.com/in/harsha-vardhan-khurdula-99b400183/) as our Founding AI Researcher
    
* Benchmarking shows [JigsawStack vOCR outperforming Mistral OCR](https://jigsawstack.com/blog/mistral-ocr-vs-jigsawstack-vocr)
    
* Added powerful [web crawling capabilities](https://jigsawstack.com/blog/crawl-the-web-with-ease)
    
* Launched the [JigsawStack MCP Server](https://jigsawstack.com/blog/jigsawstack-mcp-servers) for seamless agent integration
    

## What's Coming Next?

We're rolling out continuous enhancements throughout April and May. Keep an eye on your inbox for more exciting announcements!

## Need Support?

Our team is ready to help with any questions or feedback:

* [support@jigsawstack.com](mailto:support@jigsawstack.com)
    
* Join our [Discord](https://discord.com/invite/dj8fMBpnqd)
    
* Check our [updated documentation](https://jigsawstack.com/docs/introduction)
    

Thank you for being an essential part of our growing developer community!

Cheers,  
Angel & The JigsawStack Team