LiquidationBot Research

⚡ OI Structure Scalper

Time	Coin	Signal	Setup	Score	Price	OI 1m	OI 5m	Px 1m	Px 5m	Vol 5m	Vol Ratio	Vol Accel	Funding	Funding Bias	Divergence	Reason
2026-06-03 09:46	BTC	WATCH_ONLY	PRE_BREAKOUT	4/4	66703.0	0.0534	0.2146	0.0015	-0.0105	7306338.31	1.519	51.88	3e-06	FLAT	OI_MOVING_PRICE_FLAT_CHURNING	Downgraded to watch only because of soft divergence: OI_MOVING_PRICE_FLAT_CHURNING. Passed: ['near_resistance', 'oi_expa...
2026-06-03 09:46	XRP	WATCH_ONLY	PRE_BREAKOUT	3/4	1.2363	-0.007	0.0518	0.0162	-0.0566	66808.09	2.066	106.65	-5e-06	FLAT	NONE	Watch only. 3/4 conditions met. Passed: ['near_resistance', 'volume_surge', 'funding_ok']. Failed: ['oi_expansion'].
2026-06-03 09:46	SOL	NO_TRADE	DIVERGENCE_FILTER	3/4	74.785	-0.0496	0.0365	0.0522	-0.1135	1016358.92	3.774	277.39	-6e-06	FLAT	PRICE_UP_OI_DOWN_FAKEOUT_RISK	No trade. Hard divergence reject: PRICE_UP_OI_DOWN_FAKEOUT_RISK. Passed: ['near_resistance', 'volume_surge', 'funding_ok...
2026-06-03 09:46	ZEC	NO_TRADE	DIVERGENCE_FILTER	2/4	605.72	0.0836	-0.9919	-0.2421	-1.1263	5480403.04	2.341	134.14	1.3e-05	FLAT	PRICE_DOWN_OI_UP_BEARISH_PRESSURE	No trade. Hard divergence reject: PRICE_DOWN_OI_UP_BEARISH_PRESSURE. Passed: ['volume_surge', 'funding_ok']. Failed: ['p...
2026-06-03 09:46	WLD	NO_TRADE	LONG_BREAKOUT	2/4	0.46613	-0.0042	-0.6428	-0.0257	-0.3953	145350.28	1.513	51.27	1.3e-05	FLAT	NONE	No trade. Score below threshold. Passed: ['volume_surge', 'funding_ok']. Failed: ['price_breakout', 'oi_expansion'].
2026-06-03 09:46	HYPE	NO_TRADE	LONG_BREAKOUT	2/4	72.172	-0.0033	0.0887	0.0832	-0.4579	2933339.03	1.424	42.42	1.3e-05	FLAT	PRICE_UP_OI_FLAT_WEAK_CONFIRMATION	No trade. Score below threshold. Passed: ['volume_surge', 'funding_ok']. Failed: ['price_breakout', 'oi_expansion']. Sof...
2026-06-03 09:46	ETH	NO_TRADE	PRE_BREAKOUT	2/4	1872.4	0.0015	0.0842	0.0321	-0.032	2610480.37	1.108	10.82	1.3e-05	FLAT	PRICE_UP_OI_FLAT_WEAK_CONFIRMATION	No trade. Score below threshold. Passed: ['near_resistance', 'funding_ok']. Failed: ['oi_expansion', 'volume_surge']. So...
2026-06-03 09:46	NEAR	NO_TRADE	PRE_BREAKOUT	2/4	2.869	-0.0419	-0.0147	0.0	0.1047	214016.11	0.862	-13.78	1.3e-05	FLAT	NONE	No trade. Score below threshold. Passed: ['near_resistance', 'funding_ok']. Failed: ['oi_expansion', 'volume_surge'].
2026-06-03 09:46	TON	NO_TRADE	PRE_BREAKOUT	2/4	2.0127	0.0002	0.0172	-0.005	0.2291	38846.77	0.659	-34.05	1.3e-05	FLAT	NONE	No trade. Score below threshold. Passed: ['near_resistance', 'funding_ok']. Failed: ['oi_expansion', 'volume_surge'].
2026-06-03 09:46	LIT	NO_TRADE	LONG_BREAKOUT	1/4	1.6754	0.0009	0.0168	0.1135	-0.0537	66490.61	0.808	-19.15	1.3e-05	FLAT	PRICE_UP_OI_FLAT_WEAK_CONFIRMATION	No trade. Score below threshold. Passed: ['funding_ok']. Failed: ['price_breakout', 'oi_expansion', 'volume_surge']. Sof...

🕒 OI Structure Signal History

Time	Coin	Signal	Setup	Score	Price	OI 1m	OI 5m	Px 1m	Px 5m	Vol Ratio	Funding	Divergence
2026-06-03 09:17	TON	WATCH_ONLY	REVERSAL_LONG	3/4	2.0332	-2.1764	-2.6302	-0.5965	-1.2051	58.404	FLAT	NONE
2026-06-03 09:18	TON	WATCH_ONLY	REVERSAL_LONG	3/4	2.022	-0.212	-3.1261	-0.0445	-1.8018	70.234	FLAT	NONE
2026-06-03 09:18	ZEC	WATCH_ONLY	REVERSAL_LONG	3/4	610.6	-0.5146	-0.694	-0.2744	-1.2006	7.237	FLAT	NONE
2026-06-03 09:20	TON	WATCH_ONLY	REVERSAL_LONG	3/4	2.0135	-0.1019	-3.265	-0.445	-1.9336	68.477	FLAT	NONE
2026-06-03 09:20	ZEC	WATCH_ONLY	REVERSAL_LONG	3/4	609.35	-0.1307	-0.8465	-0.2031	-1.4284	7.476	FLAT	NONE
2026-06-03 09:25	HYPE	WATCH_ONLY	PRE_BREAKOUT	3/4	72.516	-0.0165	0.0219	0.1104	0.5979	1.783	FLAT	NONE
2026-06-03 09:25	WLD	WATCH_ONLY	PRE_BREAKOUT	3/4	0.46012	-0.0785	-0.0548	-0.1866	1.1364	2.004	FLAT	NONE
2026-06-03 09:25	XRP	WATCH_ONLY	PRE_BREAKOUT	3/4	1.2382	0.0014	0.0119	0.0	0.0566	1.646	FLAT	NONE
2026-06-03 09:27	ETH	WATCH_ONLY	PRE_BREAKOUT	3/4	1877.5	0.0676	-0.0052	0.0107	-0.0639	1.395	FLAT	OI_MOVING_PRICE_FLAT_CHURNING
2026-06-03 09:27	ZEC	WATCH_ONLY	LONG_BREAKOUT	3/4	614.51	0.0317	-0.0764	0.2627	0.865	1.903	FLAT	NONE
2026-06-03 09:28	ETH	WATCH_ONLY	PRE_BREAKOUT	3/4	1876.9	-0.0069	-0.0235	-0.0107	-0.0799	1.323	FLAT	NONE
2026-06-03 09:28	XRP	WATCH_ONLY	PRE_BREAKOUT	3/4	1.2388	-0.0162	-0.0261	0.0	0.0565	2.223	FLAT	NONE
2026-06-03 09:29	ETH	WATCH_ONLY	PRE_BREAKOUT	3/4	1877.6	0.0099	-0.0302	0.0533	-0.0266	1.367	FLAT	PRICE_UP_OI_FLAT_WEAK_CONFIRMATION
2026-06-03 09:31	WLD	WATCH_ONLY	PRE_BREAKOUT	3/4	0.46452	-0.008	0.0224	-0.1805	0.5738	1.302	FLAT	PRICE_DOWN_OI_FLAT_WEAK_CONFIRMATION
2026-06-03 09:31	ZEC	WATCH_ONLY	REVERSAL_LONG	3/4	596.53	-0.1688	-0.1802	-2.1922	-2.69	8.064	FLAT	NONE
2026-06-03 09:32	WLD	LONG_WATCH	LONG_BREAKOUT	4/4	0.46981	0.5189	0.5154	0.8717	1.6135	2.58	FLAT	NONE
2026-06-03 09:33	ETH	WATCH_ONLY	PRE_BREAKOUT	4/4	1876.1	0.1214	0.1421	0.0	-0.0426	1.867	FLAT	OI_MOVING_PRICE_FLAT_CHURNING
2026-06-03 09:33	WLD	WATCH_ONLY	PRE_BREAKOUT	3/4	0.4691	-0.0138	0.554	-0.049	1.3898	2.616	FLAT	NONE
2026-06-03 09:35	WLD	WATCH_ONLY	LONG_BREAKOUT	3/4	0.47113	0.0465	0.5993	0.345	1.2399	0.0	FLAT	NONE
2026-06-03 09:38	ZEC	WATCH_ONLY	LONG_BREAKOUT	3/4	610.94	0.5904	0.4639	0.228	1.1005	3.078	FLAT	NONE
2026-06-03 09:39	ZEC	WATCH_ONLY	LONG_BREAKOUT	3/4	613.24	0.7786	1.2746	0.2239	0.9714	3.747	FLAT	NONE
2026-06-03 09:40	ETH	WATCH_ONLY	PRE_BREAKOUT	3/4	1873.0	-0.1833	-0.1227	-0.048	-0.128	2.857	FLAT	NONE
2026-06-03 09:40	SOL	WATCH_ONLY	PRE_BREAKOUT	3/4	74.856	-0.4409	-0.447	-0.0601	-0.0934	5.208	FLAT	NONE
2026-06-03 09:40	ZEC	WATCH_ONLY	PRE_BREAKOUT	3/4	612.6	-0.0801	1.2953	-0.0212	0.8096	4.163	FLAT	OI_MOVING_PRICE_FLAT_CHURNING
2026-06-03 09:42	BTC	WATCH_ONLY	PRE_BREAKOUT	4/4	66719.0	0.2673	0.2971	0.0075	-0.1213	2.208	FLAT	OI_MOVING_PRICE_FLAT_CHURNING
2026-06-03 09:42	ETH	WATCH_ONLY	PRE_BREAKOUT	3/4	1872.9	0.0098	-0.136	0.0214	-0.1493	2.345	FLAT	NONE
2026-06-03 09:42	SOL	WATCH_ONLY	PRE_BREAKOUT	3/4	74.865	-0.0005	-0.4404	0.0214	-0.0467	3.891	FLAT	NONE
2026-06-03 09:43	BTC	WATCH_ONLY	PRE_BREAKOUT	3/4	66704.0	-0.0068	0.2877	-0.0225	-0.0869	2.13	FLAT	NONE
2026-06-03 09:44	BTC	WATCH_ONLY	PRE_BREAKOUT	3/4	66701.0	0.0042	0.2786	-0.0045	-0.0435	1.839	FLAT	NONE
2026-06-03 09:44	ETH	WATCH_ONLY	PRE_BREAKOUT	3/4	1872.0	0.0035	-0.0857	0.0	-0.0854	1.915	FLAT	NONE

📊 OI Setup Quality Distribution

Signal	Count	Share
WATCH_ONLY	774	87.8%
SETUP: PRE_BREAKOUT	390	44.2%
SETUP: LONG_BREAKOUT	354	40.1%
SETUP: REVERSAL_LONG	121	13.7%
LONG_WATCH	108	12.2%
SETUP: REVERSAL_SHORT	17	1.9%

📌 OI Structure Forward Summary

Setup	Signals	Avg 5m	Avg 15m	Avg 30m	Avg MFE	Avg MAE
LONG_BREAKOUT	2	0.1677	0.6842	-1.3852	2.1978	-1.3148
PRE_BREAKOUT	1	0.0944	-0.0157	-0.4825	0.1888	-0.4353

🧬 OI Forward Performance Breakdown

Group	Value	Signals	Avg 5m	Avg 15m	Avg 30m	Avg MFE	Avg MAE
funding_bias	FLAT	3	0.1433	0.4509	-1.0843	1.5282	-1.0216
setup	LONG_BREAKOUT	2	0.1677	0.6842	-1.3852	2.1978	-1.3148
setup	PRE_BREAKOUT	1	0.0944	-0.0157	-0.4825	0.1888	-0.4353
setup+funding	LONG_BREAKOUT / FLAT	2	0.1677	0.6842	-1.3852	2.1978	-1.3148
setup+funding	PRE_BREAKOUT / FLAT	1	0.0944	-0.0157	-0.4825	0.1888	-0.4353
signal	LONG_WATCH	3	0.1433	0.4509	-1.0843	1.5282	-1.0216
test_type	TRADE_SIGNAL	3	0.1433	0.4509	-1.0843	1.5282	-1.0216

Time	Type	Coin	Signal	Setup	Score	Entry	Status	Ret 5m	Ret 15m	Ret 30m	MFE 30m	MAE 30m	Vol Ratio	Funding
2026-06-02 21:18	TRADE_SIGNAL	LIT	LONG_WATCH	LONG_BREAKOUT	4/4	1.6047	CLOSED	-0.2991	1.5891	-1.2401	3.2467	-1.2339	3.879	FLAT
2026-06-02 21:23	TRADE_SIGNAL	ETH	LONG_WATCH	PRE_BREAKOUT	4/4	1906.7	CLOSED	0.0944	-0.0157	-0.4825	0.1888	-0.4353	1.647	FLAT
2026-06-02 21:33	TRADE_SIGNAL	ZEC	LONG_WATCH	LONG_BREAKOUT	4/4	616.21	CLOSED	0.6345	-0.2207	-1.5303	1.149	-1.3956	1.484	FLAT

🟣 Open Trades

No open trades

📈 Paper Trade Performance

Paper PnL$0.0000

Paper win rate0.0%

Profit factor0.00

Average win$0.0000

Average loss$0.0000

Coin	Price	24h Vol
BTC	66,697.5000	$6.55B
ETH	1,872.0500	$1.54B
HYPE	72.1335	$1.50B
ZEC	604.4300	$675.5M
SOL	74.7615	$400.3M
NEAR	2.8643	$191.5M
LIT	1.6759	$125.6M
XRP	1.2355	$72.1M
TON	2.0097	$60.9M
WLD	0.4679	$52.0M

📊 Quality Score Edge

No quality data yet

📌 Research Overview

Research universeDynamic top 10 volume

Trading universeDynamic top 10 volume

Quality threshold≥ 1.8

Execution cooldown60 min / coin+signal

✅ Validated Liquidation Outcomes

No data yet

🔥 Current Liquidation Candidates

event_time	coin	hunter_signal	price_now	price_change_pct	oi_change_pct	quality_score
2026-06-03T09:45:07.203997+00:00	LIT	SHORT_CONTINUATION	1.6721	-1.421	-1.384	1.966664

🌊 Raw Liquidation Events

event_time	coin	hunter_signal	price_now	price_change_pct	oi_change_pct	quality_score
2026-06-03T06:13:52.170580+00:00	ZEC	SHORT_CONTINUATION	612.08	-1.915	-1.796	3.43934
2026-06-03T06:15:14.354273+00:00	HYPE	SHORT_CONTINUATION	72.281	-1.63	-1.715	2.79545
2026-06-03T06:15:14.354273+00:00	NEAR	SHORT_CONTINUATION	2.8318	-1.646	-1.223	2.013058
2026-06-03T06:15:14.354273+00:00	LIT	SHORT_CONTINUATION	1.6232	-1.624	-2.031	3.298344
2026-06-03T06:55:09.329334+00:00	TON	SHORT_CONTINUATION	2.0285	-0.836	-4.517	3.776212
2026-06-03T07:37:16.291011+00:00	LIT	SHORT_CONTINUATION	1.6552	-2.088	-2.789	5.823432
2026-06-03T07:37:16.291011+00:00	NEAR	SHORT_CONTINUATION	2.8317	-1.252	-1.619	2.026988
2026-06-03T08:50:01.890123+00:00	HYPE	SHORT_CONTINUATION	72.297	-1.002	-2.379	2.383758
2026-06-03T09:19:02.531732+00:00	ZEC	SHORT_CONTINUATION	610.89	-1.477	-1.61	2.37797
2026-06-03T09:19:02.531732+00:00	TON	SHORT_CONTINUATION	2.0225	-0.858	-3.519	3.019302
2026-06-03T09:31:27.881925+00:00	NEAR	SHORT_CONTINUATION	2.8361	-1.651	-1.808	2.985008
2026-06-03T09:45:07.980235+00:00	LIT	SHORT_CONTINUATION	1.6721	-1.421	-1.384	1.966664

LiquidationBot Research Suite

⚡ OI Structure Scalper

🕒 OI Structure Signal History

📊 OI Setup Quality Distribution

📌 OI Structure Forward Summary

🧬 OI Forward Performance Breakdown

🧪 OI Structure Forward Test

🟣 Open Trades

📈 Paper Trade Performance

Recent Closed Trades

👀 Dynamic Top 10 Watchlist

🎯 Current Liquidation Candidate

🏆 Best Setup Found

🧪 Research Progress

🧲 Coinglass-style Estimated Liquidation Heatmap

📊 Quality Score Edge

📌 Research Overview

✅ Validated Liquidation Outcomes

🔥 Current Liquidation Candidates

🌊 Raw Liquidation Events