Grid Bot Results: Reconcile Completed Cycles with Total Equity
A grid bot may show profitable completed cycles while the overall strategy loses value. The missing piece is often inventory: assets purchased by the bot can decline before they are sold. Evaluate the whole account allocation, including cash movements and the cost of exiting, before treating a positive grid-profit figure as a positive investment result.
Start with a cash-flow bridge
For a simple strategy with all amounts valued in one quote currency, use this reconciliation:
Total economic profit = ending equity + withdrawals - additional deposits - starting equity.
Ending equity includes the quote balance and the market value of remaining base assets. Record the valuation time and price. Include liabilities where relevant.
OKX's explanation distinguishes overall equity changes from completed-cycle results. Bybit's spot-grid FAQ likewise explains that inventory losses can outweigh profitable cycles. These are examples of documented accounting conventions, not evidence that OrangeX offers an equivalent bot.
A profitable-cycle example with a negative outcome
Suppose a spot grid starts with 1,000 USDT. No deposits or withdrawals occur. At review time, its completed cycles have earned 35 USDT after their trading fees, while remaining inventory has an unrealized loss of 90 USDT relative to its recorded cost.
| Component | Hypothetical amount |
|---|---|
| Net completed-cycle profit | 35 USDT |
| Inventory profit or loss | -90 USDT |
| Overall profit or loss | -55 USDT |
| Ending equity | 945 USDT |
The arithmetic assumes the two components use consistent inventory accounting and contain all incurred costs. Selling everything immediately could produce a lower amount because the valuation price is not a guaranteed execution price and closing trades can incur fees.
Now suppose 20 USDT of profit had already been withdrawn. An ending equity of 925 USDT plus that withdrawal still gives the same -55 USDT overall result. Omitting withdrawals would understate performance. Omitting a top-up would overstate it.
Check what happened outside the grid range
A sequence of sideways price movements may generate completed cycles. A prolonged decline can leave the strategy holding more of a depreciating asset. A strong rise can leave it with less exposure than a simple holding strategy. Whether orders continue outside the range depends on the bot's documented design.
Record the initial inventory, order sizes, price range and any parameter changes. A revised range is a new decision with consequences for inventory and transaction costs. Do not present an adjustment as recovery of a loss merely because the dashboard starts a new reporting period.
Compare realistic alternatives
Compare the strategy with holding the same initial base-and-quote allocation over the same period. A second comparison can use an all-quote balance, with any applicable yield stated separately. Neither benchmark guarantees a better outcome; they identify whether the bot added value beyond the market exposure it carried.
Use identical cash flows and valuation times. Include trading fees once. When a strategy uses derivatives, account for funding payments received or paid, leverage and liquidation risk separately. An unleveraged spot-grid example cannot establish the risk of a futures grid.
Treat annualized returns carefully
A short profitable interval can produce an impressive annualized figure. For example, a hypothetical 1% return in 2 days becomes 182.5% under simple annualization: 1% multiplied by 365 and divided by 2. That calculation assumes a pace; it does not predict a year's result or show compounding that actually occurred.
Report the actual running time, total return, drawdown and remaining inventory alongside any annualized number. Avoid comparing a grid-profit annualization with another strategy's total-equity return.
Before stopping a strategy
Estimate executable exit value using the current spread, depth and fees. Check whether stopping cancels orders only or also sells inventory. Keep the final transaction records so that the pre-exit estimate can be reconciled with the actual proceeds.
For the underlying execution mechanics, consult OrangeX's market and limit order guide. No grid-bot availability, fixed return or automated strategy recommendation is implied.
