At the core of PumpTraderCEX is a data harvesting engine that runs continuously in the background. Every 30 seconds, it queries Binance's public API and snapshots every active USDT spot pair on the exchange — currently 500+ active symbols.
What Gets Recorded Per Snapshot
For each symbol, the engine captures:
- Price changes across 8 time windows: M1, M3, M5, M10, M15, M30, H1, H4
- Volume deltas — how much USDT volume has been traded in each window
- Order book data — best bid, best ask, bid/ask quantity ratio (buy-sell proxy), and spread %
- Derived metrics — 24h volatility, distance from 24h high/low, volume acceleration, momentum score
Why 30 Seconds?
Momentum setups on Binance spot typically develop over 3–15 minute windows. A 30-second snapshot interval gives the bot enough granularity to detect early-stage breakouts (rising M1/M3 price change + volume acceleration) before they become obvious to the crowd.
The Signal Filter Layer
After every snapshot, the bot runs each symbol through your configured entry filters. Only symbols that pass all thresholds — minimum volume, price change range, spread cap, buy-sell proxy, distance from highs — get flagged as signals and appear in the Signal Feed tab.
This architecture is identical in both Paper Trade and Live modes. In paper mode, a signal triggers a simulated order. In live mode (coming soon), the same signal triggers a real Binance spot order via API — using the exact same filter logic you refined in paper.
This means every hour you spend tuning your filters in paper mode is directly building the strategy you will eventually deploy with real capital.
