BYBIT DERIVATIVES - SPOT & USDT-PERP

XRP TRADING AUTOPSY

BYBIT / MICHELE MAURI / JUL-AUG 2025

PROVENANCE: AGGREGATES FROM SOURCE FILES456 CLOSED FIFO MATCHES / 623 FILLSRECONSTRUCTED PER-TRADE SERIES - SEE METHODOLOGY

RESEARCH ARTIFACT - NOT FINANCIAL ADVICE. PAST PERFORMANCE DOES NOT GUARANTEE FUTURE RESULTS.

01

EXECUTIVE METRICS

TOTAL FILLS623
MATCHED TRADES456
PEAK EQUITY$+4,688.49
NET REALIZED PNL$-19,771.66
GROSS PNL$-5,849.33net + fees (derived)
TOTAL FEE DRAG$13,922.26
WIN RATE45.39%
PROFIT FACTOR0.93
EXPECTANCY / TRADE$-43.36
MAX DRAWDOWN$24,945.53
02

EQUITY CURVE & DRAWDOWN

-20000-15000-10000-500005000Jul 08Jul 20Jul 31Aug 12Aug 24Sep 04DRAWDOWN FROM HIGH-WATER MARK-20000-15000-10000-50000

GROSS = MATCHED PNL BEFORE FEES / NET = GROSS - FEES. SHADED BAND = CUMULATIVE FEE DRAG. PEAK EQUITY +$4,688.49.

03

FEE DRAG & CHURN

FEE DRAG & CHURN

The single largest cost line in this account was not the market - it was the exchange. Fees were 2.38x the entire gross trading loss, turning a -$5,849 gross result into a -$19,772 net result.

$5,849.33
FEES $13,922.13
GROSS LOSS+ FEES= NET LOSS $-19,771.77
GROSS LOSS$-5,849.33
TOTAL FEES$13,922.132.38x gross loss
FEE / TRADE$30.53across 456 matches
NET LOSS$-19,771.77gross + fees
HONEST SIGN: fees are a debit on every leg. They never offset a loss and never add to a win - they compound the cost of churn. A maker-only strategy at a lower fee tier would have kept the gross -$5,849 loss instead of the -$19,772 net.
04

TRADE DISTRIBUTION & SIZING

TRADE DISTRIBUTION & SIZING

Notional exposure, PnL distribution, and hold duration across 456 closed matches.

NOTIONAL SIZING OVER TIME (XRP QTY)

50k CLIPS = GOLD
0k10k20k30k40k50kJul 08Jul 20Jul 31Aug 12Aug 24Sep 04

NET PNL DISTRIBUTION

WIN / LOSS
01020304050-1047-721-395-68258584829

HOLD DURATION VS NET PNL

X = HOLD MIN / Y = NET $
-1000-500050010000m8h 20m16h 40m1.0d1.4d1.7d2.1d
05

TRADE REPLAY LEDGER

TRADE REPLAY LEDGER

456 of 456 closed FIFO matches. Search, filter, sort, and export.

XRP-20250701-001Jul 01, 2025, 00:28:15LONG1,7872.55002.880020h 41m$+582.03$16.18$+565.85
XRP-20250701-002Jul 01, 2025, 03:16:25SHORT7,4032.54002.46001.8d$+609.67$44.19$+565.48
XRP-20250701-003Jul 01, 2025, 06:52:02SHORT16,4622.56002.52009h 42m$+591.18$26.44$+564.74
XRP-20250701-004Jul 01, 2025, 10:24:26SHORT6,2192.58002.49001.4d$+572.95$11.25$+561.70
XRP-20250701-005Jul 01, 2025, 14:30:03SHORT21,8862.52002.50001.4d$+562.62$1.56$+561.06
XRP-20250701-006Jul 01, 2025, 17:29:47LONG4,5672.52002.64001.5d$+560.69$2.97$+557.71
XRP-20250701-007Jul 01, 2025, 20:11:44SHORT18,6662.48002.45001.8d$+571.44$14.50$+556.94
XRP-20250702-008Jul 02, 2025, 00:29:07LONG6,6172.48002.570011h$+579.44$22.82$+556.62
XRP-20250702-009Jul 02, 2025, 02:22:11LONG10,2282.44002.46001.9d$+223.59$25.20$+198.39
XRP-20250702-010Jul 02, 2025, 05:49:33LONG24,4262.41002.39002.0d$-595.54$9.71$-605.25
XRP-20250702-011Jul 02, 2025, 09:11:32LONG21,4442.39002.36003h 27m$-588.83$16.17$-605.00
XRP-20250702-012Jul 02, 2025, 12:50:50SHORT6,8322.42002.50002h 35m$-597.05$7.72$-604.77
XRP-20250702-013Jul 02, 2025, 16:23:56SHORT17,5132.44002.47001.6d$-581.47$23.29$-604.76
XRP-20250702-014Jul 02, 2025, 19:25:40LONG20,0392.43002.400013h 30m$-584.84$10.10$-594.94
XRP-20250702-015Jul 02, 2025, 23:00:48SHORT9,3192.47002.530018h 15m$-579.81$14.87$-594.68
XRP-20250703-016Jul 03, 2025, 00:59:01LONG11,7072.46002.41006h 16m$-589.40$4.57$-593.98
XRP-20250703-017Jul 03, 2025, 04:41:10SHORT9,2462.44002.51001.8d$-573.75$17.11$-590.86
XRP-20250703-018Jul 03, 2025, 08:32:18SHORT15,1142.49002.53001.4d$-580.06$8.99$-589.05
XRP-20250703-019Jul 03, 2025, 11:30:59SHORT11,6232.48002.53001.1d$-565.82$21.23$-587.05
XRP-20250703-020Jul 03, 2025, 14:23:26SHORT17,6492.42002.45001.4d$-560.66$25.12$-585.78
XRP-20250703-021Jul 03, 2025, 18:56:43LONG7,1992.43002.35001.2d$-582.37$3.08$-585.46
XRP-20250703-022Jul 03, 2025, 21:42:57SHORT3,6922.42002.580019h 47m$-561.34$21.46$-582.80
XRP-20250704-023Jul 04, 2025, 00:10:54SHORT4,4092.40002.53001.3d$-579.92$2.82$-582.75
XRP-20250704-024Jul 04, 2025, 04:07:48SHORT7,1342.37002.450022h 47m$-553.34$28.25$-581.59
XRP-20250704-025Jul 04, 2025, 07:26:16SHORT5,6472.36002.470022h 17m$-577.49$2.09$-579.58
ROWS
1-25 of 456
06

COMPOUNDING PLAYBOOK

COMPOUNDING PLAYBOOK / LESSONS CODIFIED

Mathematical rules drawn from this account to protect and compound an $8,175 bankroll. Observed evidence is marked OBSERVED; recommendations are RECOMMENDED.

OBSERVED

FEES WERE THE LOSS

Fees of $13,922.13 were 2.38x the gross loss. At $30.53 per trade, every round-trip paid a toll the market had to beat.

RECOMMENDED

MAKER-ONLY EXECUTION

Post resting limit orders to earn maker rebates or pay the lowest taker tier. Cutting the fee rate is the single highest-ROI change this data supports.

RECOMMENDED

HARD POSITION-SIZE CAP

Risk no more than 1-2% of bankroll per trade. At $8,175 that is $82-$164 per trade of at-risk capital, sized so a losing streak cannot compound.

OBSERVED

WIN RATE 45.4%

207 winners vs 249 losers. With a sub-50% hit rate, expectancy is negative on net (-$43/trade) only because fees flip a near-breakeven gross edge.

RECOMMENDED

COOLING-OFF CIRCUIT BREAKER

After 3 consecutive losses or a daily loss of 3% of bankroll, stop trading for the session. Re-evaluate the setup instead of revenge-sizing to recover.

RISK-BUDGET CALCULATOR

RISK CAP / TRADE$122.63
DAILY LOSS LIMIT (3%)$245.25
AVG FEE AS % OF BANKROLL0.37%

EXAMPLE: at $8,175 with 1.5% risk, cap each trade at $122.63 of at-risk capital. This is a sizing guide, not financial advice.