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Real time whale tracker built for pi network blockchain

Real-Time Whale Tracker for Pi Network | Innovative Insights on Large Transactions

By

Daniel Kim

Jul 9, 2026, 03:28 AM

Edited By

Michael Chen

Updated

Jul 9, 2026, 09:51 PM

2 minutes needed to read

Screenshot of the real-time whale tracker displaying large transactions in the Pi Network

A developer has launched a real-time tracker for significant transactions on the Pi Network blockchain, offering a new way for people to monitor big movements. The Pi Whale Tracker went live on July 8, 2026, scanning for large transactions every 30 seconds to enhance blockchain analysis.

How It Works

The Pi Whale Tracker uses a full-stack setup with React for the frontend and Node.js with Express for the backend. It taps into the Pi Network Horizon API to collect blockchain data, classifying transaction sizes into three categories:

  • Big Fish: 500–2,999 Ο€

  • Whale: 3,000–9,999 Ο€

  • Mega Whale: 10,000+ Ο€

People can look up any wallet address's transaction history and see live stats, including total Pi moved and the number of active whales tracked. This design caters specifically to mobile interface users on the Pi Browser, affecting UI choices for optimal on-the-go access.

"I aimed for simplicity to avoid running my own node," the developer noted, emphasizing future updates could enhance polling efficiency.

The tracker is open-sourced under the MIT license and operates independently from the Pi Network Core Team.

Hosting and Development Insights

This application is hosted on Vercel and Railway, representing a cutting-edge approach to decentralized app hosting. The developer confirmed that no AI tools assisted in coding this project. Key challenges included designing a mobile-focused UI and ensuring API key security by keeping sensitive data out of the repository.

Community Response

Enthusiasm surrounds the tracker on user boards, alongside constructive feedback:

  • β€œNice job! Keep it going!”

  • Another pointed out, β€œYou can skip the API and query the SQL horizon DB directly,” suggesting a potential v2 upgrade for faster updates.

People request links to the repository and express gratitude for the service's transparency, leading to a positive reception overall.

Key Insights:

  • πŸ” The Pi Whale Tracker facilitates real-time monitoring of substantial transactions.

  • πŸ’¬ "Can you send me the repo link and the app URL?" - a common user inquiry.

  • ⭐ The project operates independently, aligning with a growing call for transparency in blockchain.

Future Gains in Blockchain Tracking

As interest in blockchain transparency increases, tools like the Pi Whale Tracker might influence how people understand transaction monitoring. Experts predict similar projects will rise across various blockchains, potentially leading to better accountability and reduced fraud. This accessibility could inspire new developers to create tracking solutions, enhancing the ecosystem's foundation.

A Shift in Accessing Transaction Data

Much like how librarians transformed information access in the past, the Pi Whale Tracker simplifies transaction monitoring in the crypto landscape. By empowering people with previously hard-to-reach data, this tool opens doors for broader engagement in what many found complex.

Curiously, as more tools for monitoring evolve, can we expect a more empowered community ready to tackle the complexities of blockchain interactions?