The data engine behind RoadTo1M. Over a year of relentless work to turn free public feeds into real-time market intelligence.
The V4 Server uses no paid sources. Everything comes from free public APIs: Binance WebSocket for prices, open interest, funding, and real-time trades. CoinGecko complements broader market coverage. No Bloomberg subscription, no Reuters terminal. Just engineering discipline, code, and a long build cycle.
The result is a system capable of analyzing 540+ pairs simultaneously, computing multi-factor anomaly scores, detecting order book spoofing, and producing structured market signals on a single dedicated Hetzner server.
4 layers that transform raw feeds into actionable intelligence.
High-performance async backend
7 GB+ of historical and real-time data
300K+ documents (signals, calls, trades)
3,200+ live keys for real-time cache
Main PostgreSQL tables — all from free sources.
| Table | Size | Description |
|---|---|---|
| anomaly_scores | 2.7 GB | Real-time anomaly scores, 540+ pairs |
| ohlcv_aggregated | 2 GB | Aggregated multi-timeframe candles |
| ohlcv_1m | 600 MB | 1-minute candles (3-day rotation) |
| liquidations | 480 MB | Live Binance Futures liquidations |
| big_trades | 480 MB | Large trades detected in real-time |
| futures_metrics | 400 MB | OI, funding, volumes over 3 months |
All public. All free. Zero subscription.
First Python script. Basic price collection via Binance REST API. A single pair. No analysis.
Migration to real-time WebSocket. 50 pairs. First anomaly scoring system. PostgreSQL for storage.
Introduction of the pre-pump radar. Multi-factor scoring. MongoDB for signals. Redis for cache. 100+ pairs.
540+ pairs, 45+ async services, spoofing detection, footprint analysis, liquidation tracking, multi-TF CVD, autonomous trading simulator. 390,000+ lines of code.
Composite score 0-200 per pair, based on 8+ factors.
Cumulative Volume Delta over 5min, 15min, 1h. Buy vs sell pressure.
Orderbook analysis to detect fake walls and manipulations.
Liquidation zones above/below price with imbalance ratio and directional bias.
RSI, MACD, EMAs, ADX, Bollinger, ATR — computed internally, no external API.
Post-detection tracking at 15m, 30m, 1h to measure reliability.