data-driven review system
Minibus ecosystem: the bot collects real measurements, AI does first-pass filtering, and the team confirms disputed cases. All based on open methodology.
rankings
We blend active tests and real user measurements. Base weight 60/40 in favor of active tests.
methodology
We treat transparency as a core asset. Every ranking value can be traced to tests and confirmations.
Users send subscriptions/nodes through the bot.
Deduplication, format checks, and baseline scoring.
Spot checks and final status assignment.
Rankings and reviews update, the channel receives a digest.
ai passed
Automatic checks for formatting, deduplication, and anomalies.
human review
Final status for publishing rankings and reports.
live feed
Updates are formed from reports and Telegram alerts.
Systems detected a spike in WireGuard failures.
Polar Shield held #1, Amber Gate improved stability.
Region RU/KGD shows latency spikes. Monitoring.