Paper perfection doesn't guarantee live success. ⚠️
The jump from backtesting to live capital is where the real variables—like spreads, order-book depth, and latency—come into play. Successfully navigating this requires a disciplined, phased approach.
Here’s how to manage the transition:
1. **Start Small:** Always begin the first live run using the exact same settings and the smallest possible live size.
2. **Isolate Variables:** After the initial period, change only *one* variable at a time (e.g., adjust slippage or entry order type) to pinpoint performance changes.
3. **Compare Behavior, Not Just PnL:** Don't compare raw Profit and Loss. Instead, check if live entries hit your slippage budget, if exits fire correctly, and if the cycle count aligns with your expected fees + slippage.
4. **Know When to Pause:** If live behavior is structurally different from simulation (beyond simple fee/slippage adjustments), immediately revert to simulation testing. Paper testing is a low-cost debug step, not a failure.
5. **Progress Deliberately:** Over several weeks, follow a progression: Week 1 = smallest size/same settings. Week 2 = address fill discrepancies (e.g., widen slippage). Only increase size after confirming stability.
For a detailed walkthrough on this transition process, review our documentation here: https://community.wolfbot.io/docs/paper-to-live-same-settings ⚙️
#TradingAutomation #LiveTrading #Backtesting #CryptoStrategy #RiskManagement
The jump from backtesting to live capital is where the real variables—like spreads, order-book depth, and latency—come into play. Successfully navigating this requires a disciplined, phased approach.
Here’s how to manage the transition:
1. **Start Small:** Always begin the first live run using the exact same settings and the smallest possible live size.
2. **Isolate Variables:** After the initial period, change only *one* variable at a time (e.g., adjust slippage or entry order type) to pinpoint performance changes.
3. **Compare Behavior, Not Just PnL:** Don't compare raw Profit and Loss. Instead, check if live entries hit your slippage budget, if exits fire correctly, and if the cycle count aligns with your expected fees + slippage.
4. **Know When to Pause:** If live behavior is structurally different from simulation (beyond simple fee/slippage adjustments), immediately revert to simulation testing. Paper testing is a low-cost debug step, not a failure.
5. **Progress Deliberately:** Over several weeks, follow a progression: Week 1 = smallest size/same settings. Week 2 = address fill discrepancies (e.g., widen slippage). Only increase size after confirming stability.
For a detailed walkthrough on this transition process, review our documentation here: https://community.wolfbot.io/docs/paper-to-live-same-settings ⚙️
#TradingAutomation #LiveTrading #Backtesting #CryptoStrategy #RiskManagement