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Session History and CSV Export: Turning Paper Trades Into Real Insights

Published: May 29, 2026
1 Min Read
session history csv export analysis performance
Session History and CSV Export: Turning Paper Trades Into Real Insights

Paper trading is only as valuable as the analysis you extract from it. Running the bot for a week and then just looking at a final P&L number tells you almost nothing. PumpTraderCEX's session history and export tools give you the granularity to understand why a strategy performed the way it did.

What Gets Logged

Every trade is stored with full entry and exit context:

  • Symbol, entry price, exit price
  • Trade size in USDT
  • Entry timestamp, exit timestamp, hold duration
  • Exit reason: TP / Hard SL / Trailing Stop / Time SL / Max Hold / Manual
  • Gross P&L and net P&L (after fees)
  • Which entry filter values triggered the signal

Session Summary

Each session (a continuous engine run from start to stop) is summarized with:

  • Starting and ending balance
  • Total P&L in USDT and %
  • Number of trades, win rate, average win, average loss
  • Best trade and worst trade

Using CSV Export for Deep Analysis

Export your full trade history to CSV and open it in Excel or any analysis tool. Sort by exit reason to see which stop type is most commonly triggering. Filter by hold duration to understand if your time-based exits are cutting winners short. Calculate the average P&L for trades with Vol Accel above vs. below 1.5 to validate whether that filter is adding value.

The goal is to make every strategy change data-driven rather than intuition-driven.

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