Research is a work in progress. Estimated release: 1 December 2026. Our goal is to make it a search engine for trading setups in recorded crypto markets.
After $5M of liquidations in an hour, does the move keep going?
700 historical matches·844 markets scanned·2025-07-15 to 2026-09-04
At a glance
An up lean.
Price change 30 minutes after the setup completed.
Reference: every eligible minute in the same markets and dates, with no setup filter.
Data limitation: Last match 2026-08-20; 14 days before the scanned window ends. Some low-point readings contain missing-price defects. See data quality details ↓
Share text
Scope: all scanned markets combined, no market or sector filter. Not a result for any one market, sector or asset class. Matches by market ↓ · Research coverage →
Results by time periodCompare 30 minutes, 1 hour and longer periods, including larger moves
Choose a time period. “Closed” measures the price at its end; high and low points measure prices reached along the way. Reference rates use all eligible minutes in the same markets and date range.
30 minutesView outcomes and counts
| Outcome | After this setup | Reference minutes | How often vs reference |
|---|---|---|---|
| Closed 2% or more higher | 4.3%30 of 700 | 2.1%6,523,279 of 309,306,062 | 2.0x |
| Closed 2% or more lower | 2.6%18 of 700 | 1.9%5,826,103 of 309,306,062 | 1.4x |
| Closed 5% or more higher | 2.1%15 of 700 | 0.3%893,008 of 309,306,062 | 7.4x |
| Closed 5% or more lower | 1.0%7 of 700 | 0.2%717,031 of 309,306,062 | 4.3x |
| High point 5% or more above | 3.9%27 of 700 | 0.7%2,144,607 of 314,124,431 | 5.6x |
| Low point 5% or more below | 5.7%40 of 700 | 0.6%1,992,016 of 314,124,431 | 9.0x |
1 hour1 incomplete outcomes excluded
| Outcome | After this setup | Reference minutes | How often vs reference |
|---|---|---|---|
| Closed 2% or more higher | 6.9%48 of 699 | 4.1%12,625,601 of 309,270,041 | 1.7x |
| Closed 2% or more lower | 3.1%22 of 699 | 3.9%12,006,140 of 309,270,041 | 0.8x |
| Closed 5% or more higher | 3.0%21 of 699 | 0.6%1,962,537 of 309,270,041 | 4.7x |
| Closed 5% or more lower | 0.7%5 of 699 | 0.5%1,554,800 of 309,270,041 | 1.4x |
| High point 5% or more above | 4.7%33 of 699 | 1.5%4,728,628 of 314,109,985 | 3.1x |
| Low point 5% or more below | 5.9%41 of 699 | 1.3%4,078,811 of 314,109,985 | 4.5x |
4 hours1 incomplete outcomes excluded
| Outcome | After this setup | Reference minutes | How often vs reference |
|---|---|---|---|
| Closed 2% or more higher | 11.9%83 of 699 | 12.1%37,217,067 of 308,817,300 | 1.0x |
| Closed 2% or more lower | 8.6%60 of 699 | 13.0%40,042,741 of 308,817,300 | 0.7x |
| Closed 5% or more higher | 4.6%32 of 699 | 2.7%8,215,424 of 308,817,300 | 1.7x |
| Closed 5% or more lower | 1.4%10 of 699 | 2.5%7,606,298 of 308,817,300 | 0.6x |
| High point 5% or more above | 6.4%45 of 699 | 6.4%20,179,064 of 313,989,332 | 1.0x |
| Low point 5% or more below | 9.3%65 of 699 | 5.7%17,974,657 of 313,989,332 | 1.6x |
24 hours13 incomplete outcomes excluded
| Outcome | After this setup | Reference minutes | How often vs reference |
|---|---|---|---|
| Closed 2% or more higher | 22.3%153 of 687 | 27.0%83,027,835 of 307,038,713 | 0.8x |
| Closed 2% or more lower | 24.0%165 of 687 | 32.6%100,217,389 of 307,038,713 | 0.7x |
| Closed 5% or more higher | 7.6%52 of 687 | 11.7%36,049,343 of 307,038,713 | 0.6x |
| Closed 5% or more lower | 5.5%38 of 687 | 13.7%42,173,897 of 307,038,713 | 0.4x |
| High point 5% or more above | 15.6%107 of 687 | 28.3%88,759,065 of 313,152,058 | 0.5x |
| Low point 5% or more below | 19.8%136 of 687 | 29.3%91,675,224 of 313,152,058 | 0.7x |
72 hours: Not included in this saved report.
7 days: Not included in this saved report.
Average and median returns are not available in this report. These frequencies alone do not establish profitability.
When did it happen, and how spread out were returns?Frequency over time and the distribution of 30-minute returns
Each bar counts matching setups on one UTC day. Look for clusters: many examples from a short period may reflect the same market episode.
These three groups cover every complete outcome, including the moves smaller than 2%. Bar length shows the share of matches, not the size of the price move.
0 incomplete outcomes excluded. This measures the price at 30 minutes, not the highest or lowest price reached on the way.
Detailed distribution: 28 return ranges
30-minute return distribution · 700 present · 0 absent. Each column counts outcomes in the labelled return range. The ranges have different widths; compare counts, not the shape as a probability density.
Author's noteOpinion, not machine output
"Full-record refresh of q#34fc2ca4, which scanned 2026-05-15 to 2026-07-26. That pinned report is unchanged."
Results since publicationHave new matches appeared, and what happened after them?
| Outcome | Original study, 2025-07-15 to 2026-09-04 | Since publication, from 2026-09-05 |
|---|---|---|
| Traded 5% or more above the match within 1h | 33 of 699 (4.7%) · 1 absent, not counted | loading |
| Closed 2% or more higher at 24h | 153 of 687 (22.3%) · 13 absent, not counted | loading |
| Closed 2% or more lower at 24h | 165 of 687 (24.0%) · 13 absent, not counted | loading |
Both periods are counted the same way. The later period is the same search on data recorded after publication, not a preregistered test. A missing outcome is never counted as zero.
Matches by marketMost matches: ETHUSDT 289 · BTCUSDT 282 · SOLUSDT 34844 markets itemized
Find where this setup appeared. These are occurrence counts, not performance rankings. Outcomes for individual markets are not included in this saved report.
- ETHUSDT289578,7625.0
- BTCUSDT282578,7624.9
- SOLUSDT34578,7620.6
- BTCUSDC12439,0810.3
- ETHUSDC11439,0810.3
- DOGEUSDT7578,7620.1
- XRPUSDT7578,7620.1
- SNDKUSDT5165,0010.3
- SPCXUSDT5110,8210.5
- BNBUSDT4578,7620.1
- XAGUSDT4294,6010.1
- HYPEUSDT3578,7620.1
- SUIUSDT3548,5220.1
- XAUUSDT3333,4810.1
- ZECUSDT3578,7620.1
- AAVEUSDT2548,5220.0
- ADAUSDT2578,7620.0
- ENAUSDT2548,5220.0
- 1000PEPEUSDT1578,7620.0
- 1000SHIBUSDT1548,5220.0
- APTUSDT1548,5220.0
- ASTERUSDT1452,7620.0
- AVAXUSDT1548,5220.0
- BCHUSDT1548,5220.0
- BNBUSDC1439,0810.0
Examples and replaysFirst 50 of 700 matches
Examples, never the denominator; the counts above cover every match. Replay opens 30 minutes before the moment and depends on coverage and access.
Sort the 50 examples shown here. This does not sort all study matches.
BTCUSDT2026-08-20 23:27−0.18%··replay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 5199268.913790002 | setup_point_in_time |
BTCUSDT2026-08-20 17:08−0.03%+0.29%no low recordedreplay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 5164785.773639998 | setup_point_in_time |
ETHUSDT2026-08-20 16:42−0.08%+0.91%no low recordedreplay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 8280171.998540005 | setup_point_in_time |
BTCUSDC2026-08-20 15:33−100.00%+0.00%no low recordedreplay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 8806124.482299995 | setup_point_in_time |
BTCUSDT2026-08-20 15:31−0.20%+0.51%no low recordedreplay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 5226327.400749996 | setup_point_in_time |
ETHUSDT2026-08-20 15:30+0.52%+1.09%no low recordedreplay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 6357050.75514 | setup_point_in_time |
ETHUSDT2026-08-20 13:37−100.00%+1.37%no low recordedreplay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 9502758.360439997 | setup_point_in_time |
ETHUSDT2026-08-20 11:52−1.51%+0.01%no low recordedreplay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 5071479.48535 | setup_point_in_time |
BTCUSDT2026-08-20 10:16−0.69%+0.22%no low recordedreplay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 6017591.2296600025 | setup_point_in_time |
ETHUSDT2026-08-20 08:54+0.52%+0.82%no low recordedreplay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 5270782.715069999 | setup_point_in_time |
BTCUSDC2026-08-20 08:18+0.19%+0.55%no low recordedreplay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 5280449.734400002 | setup_point_in_time |
BTCUSDT2026-08-20 08:08+1.31%+2.06%no low recordedreplay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 22401739.667430002 | setup_point_in_time |
ETHUSDT2026-08-20 03:11+0.86%+1.41%no low recordedreplay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 5367665.27384 | setup_point_in_time |
ETHUSDT2026-08-19 22:31−0.50%+0.35%−0.86%replay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 5883724.78 | setup_point_in_time |
XAUUSDT2026-08-19 21:08−0.04%+0.01%−0.17%replay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 8780610.690000003 | setup_point_in_time |
ZECUSDT2026-08-19 21:08−2.28%+0.14%−2.94%replay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 6212873.030000001 | setup_point_in_time |
SOLUSDT2026-08-19 20:52+3.39%+4.21%−0.24%replay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 12219406.619999997 | setup_point_in_time |
BTCUSDT2026-08-19 20:51+0.49%+1.33%−0.27%replay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 19313514.950000025 | setup_point_in_time |
ETHUSDT2026-08-19 20:26+3.76%+10.07%−0.15%replay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 6273141.990000003 | setup_point_in_time |
HYPEUSDT2026-08-19 19:20−1.19%+2.15%−3.39%replay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 5497731.869999998 | setup_point_in_time |
ETHUSDT2026-08-19 19:14−0.05%+0.97%−0.55%replay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 6675046.790000002 | setup_point_in_time |
XAUUSDT2026-08-19 15:28+0.18%+0.35%−0.08%replay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 5494009.160000001 | setup_point_in_time |
ETHUSDT2026-08-19 14:55+3.49%+8.83%−0.02%replay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 6359449.329999998 | setup_point_in_time |
SOLUSDT2026-08-19 14:55+0.91%+3.36%−0.02%replay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 6109897.690000002 | setup_point_in_time |
BTCUSDT2026-08-19 13:32−0.25%+0.42%−0.61%replay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 7270457.89 | setup_point_in_time |
BTCUSDT2026-08-18 14:27−0.23%+0.30%−0.39%replay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 5055926.459999999 | setup_point_in_time |
BTCUSDT2026-08-17 18:24−0.22%+0.08%−0.40%replay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 6313497.39 | setup_point_in_time |
SNDKUSDT2026-08-17 02:23+0.17%+0.57%−1.40%replay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 6140180.6899999995 | setup_point_in_time |
BTCUSDT2026-08-16 22:37+0.29%+0.36%−0.09%replay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 5035364.989999999 | setup_point_in_time |
SNDKUSDT2026-08-14 08:06−1.10%+0.62%−1.56%replay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 5988003.9399999995 | setup_point_in_time |
BTCUSDT2026-08-13 16:42+0.41%+0.60%−0.10%replay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 7302320.799999998 | setup_point_in_time |
ETHUSDT2026-08-13 16:42+0.64%+0.84%−0.07%replay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 5788876.679999996 | setup_point_in_time |
SNDKUSDT2026-08-13 15:17+0.92%+4.93%−0.38%replay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 7565641.410000004 | setup_point_in_time |
ETHUSDT2026-08-12 09:33+0.15%+0.33%−0.35%replay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 5276420.069999999 | setup_point_in_time |
ETHUSDT2026-08-11 15:42+0.40%+0.55%−0.20%replay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 5572279.880000001 | setup_point_in_time |
BTCUSDT2026-08-11 15:39+0.11%+0.21%−0.13%replay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 5496181.039999999 | setup_point_in_time |
BTCUSDT2026-08-10 16:55+0.14%+0.29%−0.02%replay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 6074031.980000004 | setup_point_in_time |
BTCUSDT2026-08-10 15:38+0.05%+0.14%−0.50%replay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 5119705.51 | setup_point_in_time |
ETHUSDT2026-08-10 15:14+0.00%+0.10%−0.43%replay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 7910232.720000002 | setup_point_in_time |
TUTUSDT2026-08-09 07:11−44.18%+0.59%−69.68%replay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 5016423.5900000045 | setup_point_in_time |
ETHUSDT2026-08-07 12:12−0.32%+0.38%−0.75%replay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 5672689.079999996 | setup_point_in_time |
BTCUSDT2026-08-05 19:06+0.02%+0.07%−0.11%replay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 6514477.16 | setup_point_in_time |
ETHUSDT2026-08-05 18:05−0.27%+0.39%−0.35%replay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 5654255.480000001 | setup_point_in_time |
BTCUSDT2026-08-03 13:53+0.14%+1.24%−0.06%replay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 9087905.159999995 | setup_point_in_time |
BTCUSDT2026-08-03 08:23+0.13%+0.45%−0.15%replay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 5043254.750000001 | setup_point_in_time |
ETHUSDT2026-08-02 11:57+0.40%+0.55%−0.08%replay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 5007028.879999999 | setup_point_in_time |
BTCUSDT2026-08-01 18:32+0.33%+0.47%−0.08%replay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 9567154.019999996 | setup_point_in_time |
ETHUSDT2026-08-01 18:31−0.48%+0.00%−1.28%replay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 13082577.65 | setup_point_in_time |
ETHUSDT2026-07-31 14:07+0.76%+1.03%−0.18%replay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 10041851.989999996 | setup_point_in_time |
BTCUSDT2026-07-31 14:05−0.46%−0.00%−0.94%replay →
| Field | Op | Query | Observed | Scope |
|---|---|---|---|---|
| feature.liq_notional_usd_1h | between | {"gte":5000000} | 6498837.4 | setup_point_in_time |
Evidence and methodologySetup definition, sample counts, data quality and reproducibility
Check the definition, counts, source limits and reproducibility below.
Published 2026-09-05 by @admin · q#3e4d2924
The setup: $5M or more liquidated in the trailing hour.
Readings in this definition: Liquidations in the trailing hour. Each page states the exact rule, its limits and what it does not prove.
How the comparison works
Outcomes start when the full setup completes. Rates exclude incomplete outcomes at each horizon.
- 700
- matches
- 844
- markets
- 321,953,806
- eligible market-minutes scanned
- 2026-08-20
- last match, 14 silent days after it
Reference rates are what the record did anyway: all eligible minutes across the same 844 markets and the same window, with no condition and no matching, read by the same rule at every horizon.
Record defects in this result
Exact -100% low-water readings: 13 at 30m, 12 at 1h, 18 at 4h, 12 at 24h. Each is a zero low in the record inside that horizon, which the engine read as a price; they sit in the low-point counts above and are a record defect, not a fall. The example rows print them as no low recorded.
Technical audit: exact query, source counts and versions
Exact search
These confirmed values define the run. Chips link to reading definitions; author commentary is separate.
Pinned result
v2 · nrm.v1 · ft.v1 · rev 6e2bee53…a3be76fb · q#3e4d2924
This key identifies the saved answer. A run against newer data has a new revision and result.
Outcome diagnostics
Methodology and versions
How this is counted
How this is counted
How this is counted
How this is counted
How this is counted
How this is counted
How this is counted
How this is counted
Historical counts for choosing what to investigate next: not a forecast, trading advice or evidence of a profitable trade.