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Partners & Tools

Services and platforms we use and recommend in the Telegram Stars ecosystem. Every partner listed here has been reviewed by our team.

Analytics & Data

StarsEarn Analytics Verified

Independent analytics platform for the Telegram Stars economy. StarsEarn aggregates data from Fragment and the TON blockchain to provide real-time market intelligence for creators, developers, and investors.

Live Market Terminal Real-time XTR price tracking, 24h change, and market depth data from Fragment.
Fee Calculator Compare net earnings across withdrawal methods: Fragment vs. P2P market rates side by side.
Income Estimator Project potential channel earnings based on subscriber count and engagement metrics.
P&L Dashboard Track actual net earnings after all fees. Know exactly how much you keep from each transaction.

Useful for anyone converting Stars to USD — pair it with our conversion guide to optimize your withdrawal route.

Open StarsEarn
Want to become a partner? We review every service before listing. If you build tools for the Telegram Stars or TON ecosystem, reach out via @HubAggregatorBot.