Trend following · daily · top 100 coins · spot · long only · filtered
Smart Trend: the 20-Day Breakout Without Its Losing Patterns
Trend Breakout wins about one trade in three. We tagged every one of its trades on today's top 100 coins since October 2019 with 22 facts known on the breakout day and searched for what the losers shared. Smart Trend is the same breakout with the two patterns that cost the most removed: no trades while BTC is below its 200-day average, and none in coins whose 50-day average is falling fast. 7-year backtest, the test that failed, the walk-forward check, every coin's state after each daily close and the live signals.
> strend_verdict
Full period: Oct 2019 – Oct 2026· 2,135 trades· 99 coins· 2019-10-27 to 2026-10-14
Backtest result: profitable after fees in every year it traded (6 of 6 years positive; rules picked on these years, so in-sample)
Headline numbers are the full period (Oct 2019 – Oct 2026, 2,135 trades). Before costs the average trade made +1.20R; after a 0.1% fee per side and 0.02% slippage it made +1.18R (10.44% per trade), profit factor 2.99, success ratio 40% (first target before the stop). Worst drawdown 202R, longest losing streak 78 trades. By year: 2019 +0.13R, 2020 +1.64R, 2021 +1.53R, 2023 +0.95R, 2024 +1.80R, 2025 +0.20R, 2026 (to date) +1.19R per trade. The rules are the live rules as published; their filters were picked on these same years, so this is an in-sample result.
In-sample. Two skip rules (skip when BTC below its 200-day SMA; skip when 50-day SMA down > 5.93% in 10 days) picked by a greedy search over 22 entry features on all 7 years; the walk-forward check re-ran the search on the years before each test year. No period here was unseen when the rules were picked, so these numbers flatter the rules; the out-of-sample evidence is the walk-forward test further down this page. 2019-2022: +1.53R per trade over 559 trades; 2023 to date: +1.05R over 1,576.
The skip rules were picked on all 7 years (2019-10-16 to 2026-10-15), so every period here, the held-back one included, is in-sample. The out-of-sample check is the walk-forward table: the same rule picker trained only on earlier years, 2022-2026.
Same coins, same costs, no filter: 3,297 trades at +0.89R, profit factor 2.42. Smart Trend: 2,135 trades at +1.18R, profit factor 2.99; with the live caps 454 trades at +0.88R, profit factor 2.36, worst drawdown 56R (unfiltered with caps: +0.79R, 60R). Over the full 7 years with the caps it made less in total (+400R vs +574R): fewer trades, a better average. Walk-forward (rules picked only from earlier years): better than unfiltered in 4 of 5 years. Spot only, no leverage.
Full period (headline)
Oct 2019 – Oct 2026 · every trade
Trades
2,135
Win rate (net R > 0)
39%
Success ratio
40%
Avg R (net)
+1.18R
Avg R before costs
+1.20R
Expectancy / trade
+10.44%
Profit factor
2.99
Total
+2509R
Max drawdown
202R
Longest losing streak
78 trades
Trades / active month
25.5
Target / stop / time
40% / 60% / 0%
2023 to date
in-sample: the filters were picked on every year
Trades
1,576
Win rate (net R > 0)
38%
Success ratio
38%
Avg R (net)
+1.05R
Avg R before costs
+1.08R
Expectancy / trade
+7.53%
Profit factor
2.76
Total
+1657R
Max drawdown
201R
Longest losing streak
77 trades
> results_by_year · after costs
STREND backtest results per calendar year
Year
Trades
Win
Avg R net
Before costs
PF
Total R
Max DD
Losing streak
2019
17
29%
+0.13R
+0.16R
1.27
+2.3R
4R
5
2020
211
48%
+1.64R
+1.67R
4.32
+345.3R
18R
12
2021
331
42%
+1.53R
+1.55R
3.48
+505.2R
71R
26
2023
428
44%
+0.95R
> equity_curve · cumulative R over time, every trade at equal risk
> daily_scan · top 100 coins · 1 buy · 0 filtered · 3 near · 4 upper half · 92 lower half · updated 2026-10-24 22:05 UTC
✓ Market filter open: BTC closed at 81,189, above its 200-day SMA (72,898) on the 2026-10-23 candle. Breakouts can be bought.
Coin
Rank
State
Close
Trigger
To trigger
vs midpoint
Levels / reason
KMNO
172
BUY
0.0421
0.0421
—
+9.7%
2026-10-24 close 0.0421 · stop 0.0384 · +2R 0.0496 · +5R 0.0607(risk 8.8%, size 11.4% at 1% risk, not published: too late or price already moved)
JST
72
NEAR
0.1411
0.1428
1.2%
+2.8%
midpoint 0.1372
PEPE
> breakdown
Smart Trend vs the unfiltered breakout and each rule alone (2019-2022 vs 2023-2026)
Information only. The published rules are the "spec" row; nothing here was used to change them. "Before test" = everything before the held-back test (Oct 2019 to 2026-07-07).
Variant
Before test n
Before test avg R
Before test PF
Held-back n
Held-back avg R
Held-back PF
Smart Trend (both rules, as live) (spec)
559
+1.53R
3.70
1576
+1.05R
2.76
Trend Breakout, no filter (same 100 coins)
996
+1.05R
2.65
2301
+0.83R
2.32
Only: skip when BTC below its 200-day SMA
599
+1.40R
3.39
1692
+0.98R
2.59
Only: skip when 50-day SMA down > 5.93% in 10 days
875
+1.02R
2.62
The rules, exactly as tested
Binance spot daily candles (UTC), closed candles only. Coins: today's top 100 by market cap that trade against USDT on Binance (stablecoins, gold tokens and wrapped copies left out). Long only, one trade per coin at a time.
Breakout. The daily close is higher than the highest close of the previous 20 days. Entry = that close.
Skip rule 1. No trade when BTC closes below its 200-day SMA: alt breakouts in a BTC downtrend fail more often.
Skip rule 2. No trade when the coin's 50-day SMA fell more than 5.93% in 10 days: a bounce inside a falling trend.
Stop. The midpoint of the highest and lowest close of the last 20 days. After every later daily close it moves up to the new midpoint if that is higher; it never moves down.
Exit. The first daily close below the stop in force before that close. No take-profit, no time stop; +2R, +5R, +10R are milestones on the signal card, not exits.
A skipped breakout leaves the coin free. If tomorrow's close is a new breakout and passes the rules, it is a trade.
Costs. 0.1% spot fee on each side and 0.02% slippage on the entry and the exit.
No leverage. Spot only; each signal is sized so the stop costs 1% of the capital (position = 1% / stop distance, at most 100%).
What the filter does and does not do
Most of the gain comes from the BTC rule: it keeps Smart Trend out of bear markets (all of 2022, the first half of 2026), where breakouts failed one after another. In good years it sometimes does a little worse than the unfiltered breakout, because it skips a few early breakouts that turned into big trends. With the live caps it ended the 7 years with less in total than the unfiltered breakout (+400R against +574R): it trades less often, so it is a better trade and a smaller drawdown (53R against 60R), not a bigger total. It does not make losers rare: about 6 trades in 10 still lose, and the profit still comes from a few long trends. Compare it with Trend Breakout and every other setup on all backtests.
By year (every trade): 2019 +0.13R, 2020 +1.64R, 2021 +1.53R, 2023 +0.95R, 2024 +1.80R, 2025 +0.20R, 2026 +1.19R per trade; the unfiltered breakout on its own 72-coin list is on the Trend Breakout page (+0.92R per trade since 2019).
Use it responsibly
These signals are automated and educational, not financial advice. The filter was chosen by looking at past trades, so expect the live result to be weaker than the backtest. Most trades lose, losing runs of 20 or more happen and stops are often 10% below the entry. The coins are today's top 100, so coins that died are missing, which flatters a long-only backtest. Read the disclaimer.
Frequently asked questions
What is the Smart Trend setup?+
Trend Breakout with a filter. A coin from today's top 100 by market cap is bought when its daily close beats every close of the previous 20 days; the stop sits at the middle of that 20-day range, is raised after every daily close and never lowered, and the trade is sold at the first daily close below it. Smart Trend skips the breakout when btc below its 200-day sma, or when 50-day sma down > 5.93% in 10 days. Those two patterns were the strongest shared trait of Trend Breakout's losing trades.
How were the losing patterns found?+
Every Trend Breakout trade on the same 100 coins since October 2019 (3,297 trades) was tagged with 22 facts known on the breakout day: momentum, volume, volatility, distance from highs, BTC's trend, how many coins broke out, coin age, liquidity and the coin's previous trade. A search then looked for the skip rule that lifts the average of the remaining trades the most, and accepted it only if it helped in both halves of the data. It kept two rules.
Is Smart Trend better than Trend Breakout?+
Per trade, yes, in this backtest: +1.18R against +0.89R on the same coins, 39% of trades won against 34%, profit factor 2.99 against 2.42. But the rules were picked on these years, so that comparison flatters it. The fairer test is walk-forward: picking the rules each year only from the years before and trading the next year, the filtered version beat the unfiltered one in 4 of 5 years (2022-2026), +0.96R against +0.66R per trade. A first, stricter search failed outright, and the page shows that too.
Why does Smart Trend sometimes give no signals for months?
Coins: today's list of 99 liquid Binance pairs; 11 of them were trading in Jan 2019, the others join on their listing date. Coins delisted since are missing (survivorship bias: it flatters the result a little); market-breadth filters count only the coins that were trading at each date. Live signals also pass an AI review that a backtest cannot replay; these numbers are the raw rules.
Not clean for this setup: the rules were chosen on data that overlaps it (see above).
+0.99R
2.80
+408.5R
119R
27
2024
512
34%
+1.80R
+1.83R
3.72
+920.5R
201R
79
2025
432
31%
+0.20R
+0.22R
1.29
+84.9R
87R
36
2026 (to date)
204
48%
+1.19R
+1.22R
3.86
+242.7R
32R
22
Full periodOct 2019 – Oct 2026
2,135
39%
+1.18R
+1.20R
2.99
+2509.4R
202R
78
Validation periods
The filters were picked on all of these years, so every row is in-sample; see the walk-forward test on this page for the out-of-sample check.
Period
Trades
Win
Avg R net
Before costs
PF
Total R
Max DD
Losing streak
Full periodOct 2019 – Oct 2026
2,135
39%
+1.18R
+1.20R
2.99
+2509.4R
202R
78
2019-2022in-sample
559
44%
+1.53R
+1.55R
3.70
+852.8R
68R
26
2023 to datein-sample
1,576
38%
+1.05R
+1.08R
2.76
+1656.6R
201R
77
Held-back test (Jul–Oct 2026)entries from 2026-07-07 · in-sample
204
48%
+1.19R
+1.22R
3.86
+242.7R
32R
22
━ net of fees + slippage (+2509R)┅ before costs (+2572R)
1R = the planned loss of one trade. Solid = after fees and slippage, dashed = the same trades before costs. The x-axis is time, so flat stretches are months without trades; grey lines mark the years, the amber line the start of the held-back test. Median stop distance 9.59% of the entry.
61
NEAR
0.000005
0.000005
1.3%
+8.0%
midpoint 0.000004
TRX
8
NEAR
0.3301
0.3361
1.8%
-0.5%
midpoint 0.3318
96 more coins
Coin
Rank
State
Close
Trigger
To trigger
vs midpoint
Levels / reason
COMP
173
UPPER HALF
24.060
25.920
7.7%
+1.9%
midpoint 23.620
CVX
196
UPPER HALF
2.427
2.621
8.0%
+7.6%
midpoint 2.257
S
180
UPPER HALF
0.0510
0.0609
19.4%
+2.6%
midpoint 0.0497
BAT
148
UPPER HALF
0.1681
0.2159
28.4%
+6.2%
midpoint 0.1583
SUN
138
LOWER HALF
0.0164
0.0173
5.4%
-2.6%
midpoint 0.0168
ASTER
51
LOWER HALF
0.6978
0.7367
5.6%
-1.9%
midpoint 0.7110
WLFI
55
LOWER HALF
0.0541
0.0573
5.9%
-2.3%
midpoint 0.0553
NEXO
88
LOWER HALF
0.8150
0.8650
6.1%
-2.3%
midpoint 0.8345
BTC
1
LOWER HALF
81,189
86,530
6.6%
-3.2%
midpoint 83,860
BNB
4
LOWER HALF
739.59
795.43
7.6%
-2.3%
midpoint 756.72
GNO
145
LOWER HALF
112.41
121.30
7.9%
-3.8%
midpoint 116.84
XTZ
132
LOWER HALF
0.3039
0.3366
10.8%
-2.9%
midpoint 0.3129
BCH
22
LOWER HALF
282.50
318.90
12.9%
-3.3%
midpoint 292.25
CRV
111
LOWER HALF
0.3563
0.4028
13.1%
-2.8%
midpoint 0.3667
ETH
2
LOWER HALF
2,388
2,727
14.2%
-6.6%
midpoint 2,557
INJ
85
LOWER HALF
7.790
8.948
14.9%
-0.8%
midpoint 7.853
DASH
103
LOWER HALF
51.860
59.730
15.2%
-4.2%
midpoint 54.135
ZEC
10
LOWER HALF
1,183
1,367
15.5%
-5.1%
midpoint 1,247
FF
130
LOWER HALF
0.1004
0.1162
15.8%
-7.3%
midpoint 0.1083
DOT
50
LOWER HALF
1.087
1.259
15.8%
-7.3%
midpoint 1.173
ETC
70
LOWER HALF
7.770
9.020
16.1%
-7.1%
midpoint 8.365
JASMY
170
LOWER HALF
0.004630
0.005400
16.6%
-6.6%
midpoint 0.004955
XRP
5
LOWER HALF
1.295
1.521
17.4%
-8.0%
midpoint 1.407
CAKE
97
LOWER HALF
2.134
2.508
17.5%
-7.9%
midpoint 2.318
LUNC
155
LOWER HALF
0.000045
0.000053
17.8%
-8.1%
midpoint 0.000049
SOL
7
LOWER HALF
102.85
121.60
18.2%
-8.4%
midpoint 112.23
SHIB
36
LOWER HALF
0.000005
0.000006
18.7%
-8.3%
midpoint 0.000005
PENDLE
129
LOWER HALF
2.038
2.452
20.3%
-9.2%
midpoint 2.245
ZAMA
189
LOWER HALF
0.0725
0.0874
20.5%
-6.4%
midpoint 0.0775
LINK
16
LOWER HALF
11.830
14.278
20.7%
-9.4%
midpoint 13.054
ATOM
82
LOWER HALF
1.708
2.066
21.0%
-9.1%
midpoint 1.879
TAO
34
LOWER HALF
255.20
309.00
21.1%
-9.5%
midpoint 282.10
ARB
67
LOWER HALF
0.1717
0.2079
21.1%
-9.5%
midpoint 0.1898
TRUMP
114
LOWER HALF
1.705
2.065
21.1%
-9.6%
midpoint 1.885
ETHFI
101
LOWER HALF
0.6440
0.7800
21.1%
-9.4%
midpoint 0.7105
THETA
188
LOWER HALF
0.1941
0.2363
21.7%
-8.4%
midpoint 0.2119
WLD
52
LOWER HALF
0.4825
0.5877
21.8%
-9.6%
midpoint 0.5337
MORPHO
62
LOWER HALF
2.249
2.741
21.9%
-9.9%
midpoint 2.495
DOGE
12
LOWER HALF
0.0786
0.0959
22.0%
-9.9%
midpoint 0.0873
HYPE
11
LOWER HALF
77.140
94.180
22.1%
-10.0%
midpoint 85.660
APT
91
LOWER HALF
0.7371
0.9012
22.3%
-10.0%
midpoint 0.8190
FLOKI
169
LOWER HALF
0.000024
0.000029
22.5%
-9.4%
midpoint 0.000026
POL
77
LOWER HALF
0.0898
0.1101
22.6%
-10.2%
midpoint 0.1000
LTC
24
LOWER HALF
57.270
70.700
23.5%
-10.5%
midpoint 63.985
RENDER
79
LOWER HALF
1.734
2.141
23.5%
-10.5%
midpoint 1.938
LDO
135
LOWER HALF
0.3833
0.4742
23.7%
-10.6%
midpoint 0.4286
PENGU
119
LOWER HALF
0.007769
0.009666
24.4%
-9.4%
midpoint 0.008572
KITE
149
LOWER HALF
0.1180
0.1469
24.5%
-10.0%
midpoint 0.1311
ONDO
48
LOWER HALF
0.4189
0.5218
24.6%
-10.9%
midpoint 0.4704
BONK
154
LOWER HALF
0.000003
0.000004
24.8%
-8.5%
midpoint 0.000003
ALGO
74
LOWER HALF
0.1061
0.1326
25.0%
-11.1%
midpoint 0.1194
VET
106
LOWER HALF
0.007083
0.008856
25.0%
-9.2%
midpoint 0.007805
JUP
78
LOWER HALF
0.2998
0.3749
25.1%
-9.8%
midpoint 0.3322
ENA
41
LOWER HALF
0.1992
0.2494
25.2%
-9.0%
midpoint 0.2189
DCR
157
LOWER HALF
14.810
18.560
25.3%
-10.2%
midpoint 16.500
GRAM
31
LOWER HALF
1.221
1.532
25.5%
-11.3%
midpoint 1.377
ENS
165
LOWER HALF
5.480
6.880
25.6%
-11.2%
midpoint 6.170
GRT
152
LOWER HALF
0.0236
0.0296
25.6%
-11.3%
midpoint 0.0266
NEAR
19
LOWER HALF
4.691
5.896
25.7%
-9.4%
midpoint 5.180
RUNE
182
LOWER HALF
0.6320
0.7960
26.0%
-11.5%
midpoint 0.7140
SUI
28
LOWER HALF
0.9608
1.214
26.3%
-11.6%
midpoint 1.087
XPL
127
LOWER HALF
0.0760
0.0963
26.7%
-11.6%
midpoint 0.0859
AAVE
44
LOWER HALF
144.37
184.08
27.5%
-12.1%
midpoint 164.23
FIL
81
LOWER HALF
0.9600
1.229
28.0%
-12.3%
midpoint 1.094
TIA
100
LOWER HALF
0.5378
0.6885
28.0%
-7.3%
midpoint 0.5801
AVAX
27
LOWER HALF
9.060
11.608
28.1%
-12.3%
midpoint 10.334
ADA
17
LOWER HALF
0.2109
0.2704
28.2%
-12.4%
midpoint 0.2406
AERO
84
LOWER HALF
0.7332
0.9440
28.8%
-12.6%
midpoint 0.8386
AR
160
LOWER HALF
3.528
4.544
28.8%
-12.6%
midpoint 4.036
XLM
20
LOWER HALF
0.1734
0.2241
29.2%
-12.8%
midpoint 0.1987
EIGEN
164
LOWER HALF
0.2079
0.2695
29.6%
-12.9%
midpoint 0.2387
TWT
185
LOWER HALF
0.4441
0.5776
30.1%
-13.1%
midpoint 0.5109
UNI
26
LOWER HALF
6.970
9.083
30.3%
-13.2%
midpoint 8.027
ICP
60
LOWER HALF
2.740
3.590
31.0%
-12.9%
midpoint 3.147
JTO
162
LOWER HALF
0.4446
0.5830
31.1%
-13.3%
midpoint 0.5126
PYTH
99
LOWER HALF
0.0707
0.0933
31.9%
-13.7%
midpoint 0.0820
CFX
147
LOWER HALF
0.0510
0.0673
31.9%
-12.9%
midpoint 0.0586
ZRO
89
LOWER HALF
1.706
2.253
32.1%
-13.8%
midpoint 1.980
SEI
124
LOWER HALF
0.0559
0.0740
32.3%
-13.9%
midpoint 0.0650
VIRTUAL
123
LOWER HALF
0.6462
0.8577
32.7%
-14.1%
midpoint 0.7520
IOTA
171
LOWER HALF
0.0443
0.0591
33.4%
-14.2%
midpoint 0.0516
NIGHT
96
LOWER HALF
0.0390
0.0521
33.7%
-13.9%
midpoint 0.0452
HBAR
32
LOWER HALF
0.0775
0.1040
34.2%
-14.6%
midpoint 0.0907
WIF
187
LOWER HALF
0.1886
0.2538
34.6%
-14.7%
midpoint 0.2212
RAY
117
LOWER HALF
1.811
2.468
36.3%
-15.0%
midpoint 2.131
SKY
63
LOWER HALF
0.0714
0.0978
37.0%
-14.8%
midpoint 0.0837
AXS
194
LOWER HALF
0.9910
1.360
37.2%
-15.7%
midpoint 1.176
OP
143
LOWER HALF
0.1153
0.1585
37.5%
-15.8%
midpoint 0.1369
STX
92
LOWER HALF
0.3130
0.4349
39.0%
-16.3%
midpoint 0.3740
MET
186
LOWER HALF
0.3181
0.4454
40.0%
-14.3%
midpoint 0.3710
FET
121
LOWER HALF
0.1794
0.2546
41.9%
-17.3%
midpoint 0.2170
SYRUP
168
LOWER HALF
0.1817
0.2591
42.6%
-17.6%
midpoint 0.2204
QNT
37
LOWER HALF
181.59
265.52
46.2%
-18.8%
midpoint 223.56
PUMP
49
LOWER HALF
0.004294
0.006521
51.9%
-19.7%
midpoint 0.005344
KAIA
150
LOWER HALF
0.0373
0.0605
62.2%
-23.5%
midpoint 0.0488
STRK
109
LOWER HALF
0.0495
0.1232
148.9%
-42.5%
midpoint 0.0861
BUY = the last daily close broke above the highest close of the previous 20 days and no skip rule matched. FILTERED = a breakout a skip rule removed (the reason is shown). Trigger = the 20-day closing high; to trigger = how far the last close is below it; vs midpoint = the close against the middle of the 20-day range (the stop of a new trade). Fresh BUYs are published after an AI review (at most 3 a day and 6 open; a breakout that also goes out as Trend Breakout is published once, as Trend Breakout).
> active_signals · fresh BUYs after an AI review · the bot closes them at a daily close below the trailing stop
> strend_performance · 5 signals
0%
success ratio · 0 won / 1 lost · 4 open or undecided
Active
4
running now
TP1 hit
0
0% of signals
TP2 hit
0
0% of signals
TP3 hit
0
0% of signals
SL hit
0
0% of signals
A signal counts from its publish time. A Trend Breakout or Smart Trend trade is held until a daily close below its trailing stop, when the bot closes it and it counts as won or lost by the sign of its R; its +2R/+5R/+10R milestones are marked when price reaches them but never decide it. An AI analyst call counts as won once it hits TP1 and as lost if it hits its stop first; one closed by its time stop (24 hours, or 7 days for swing calls) counts by the sign of its R. Hits are read from Binance (or KuCoin) candles after the publish time; when one candle touches both the stop and a target, the stop is counted. Cancelled signals are left out.
> strend_active · 4
KMNO/USDT LONG
active
STREND · 1d · published 2026-10-24 00:11 UTC
price0.0408 (-3.08%)
TP30.0792+94.0%10% · 10-24d
TP20.0607+48.6%21% · 6-17d
TP10.0496+21.4%42% · 3-9d
Entry0.0421filled 2026-10-24 00:15 UTC
SL0.0384-5.9%60% · 4-11d
> ai_reviewAI reduced ×0.5 · 45%
Clean 20-day high close breakout at 0.04214 with strong volume expansion ($1.66M vs $0.75M prior) and a tight 8.8% stop to the 0.03843 midpoint. Reduced size is warranted due to YELLOW regime headwinds, TOTAL3 below support, and Asia session chop.
Suggested size: 50% of the normal position. Claude reviews every rule signal before it is published and vetoes the weak ones; it never changes the levels.
odds = chance · typical time to reach each level (SL = stop hit before TP1) · 2,135 trades, 2019-2026 daily backtest (top 100)
Smart Trend BUY: the 10-24 daily close is +0.4% above the highest close of the previous 20 days, BTC is above its 200-day SMA and the coin's 50-day SMA is not falling fast. Stop = midpoint of the 20-day closing range (8.8% below), raised after every daily close, never lowered; sell at the first daily close below it. +2R/+5R/+10R are milestones, not exits. At 1% risk the position is 11% of capital. Backtest 2019-2026
COMP/USDT LONG
SL hit
STREND · 1d · published 2026-10-21 07:11 UTC
price23.620 (-8.87%)
TP348.920+107.1%10% · 10-24d
TP237.420+58.4%21% · 6-17d
TP130.520+29.2%42% · 3-9d
Entry25.920filled 2026-10-21 07:15 UTC
SL23.620✓ hit · live
> ai_reviewAI reduced ×0.5 · 75%
Valid STREND breakout with strong volume and acceptable risk, but reduced due to the YELLOW regime light and alt-beta headwinds.
Suggested size: 50% of the normal position. Claude reviews every rule signal before it is published and vetoes the weak ones; it never changes the levels.
odds = chance · typical time to reach each level (SL = stop hit before TP1) · 2,135 trades, 2019-2026 daily backtest (top 100)
Smart Trend BUY: the 10-21 daily close is +2.1% above the highest close of the previous 20 days, BTC is above its 200-day SMA and the coin's 50-day SMA is not falling fast. Stop = midpoint of the 20-day closing range (8.9% below), raised after every daily close, never lowered; sell at the first daily close below it. +2R/+5R/+10R are milestones, not exits. At 1% risk the position is 11% of capital. Backtest 2019-2026
CVX/USDT LONG
active
STREND · 1d · published 2026-10-21 00:08 UTC
price2.520 (+4.96%)
TP34.946+96.3%10% · 10-24d
TP23.674+45.8%21% · 6-17d
TP12.910+15.5%42% · 3-9d
Entry2.401filled 2026-10-21 00:10 UTC
SL2.147-14.8%60% · 4-11d
> ai_reviewAI reduced ×0.5 · 60%
Solid breakout closing at the upper extreme of its daily candle (2.401 close vs 2.419 high) with steady multi-session volume grind and manageable 10.6% stop; scaled down to 0.5 given the YELLOW regime and illiquidity tailwinds.
Suggested size: 50% of the normal position. Claude reviews every rule signal before it is published and vetoes the weak ones; it never changes the levels.
odds = chance · typical time to reach each level (SL = stop hit before TP1) · 2,135 trades, 2019-2026 daily backtest (top 100)
Smart Trend BUY: the 10-21 daily close is +4.1% above the highest close of the previous 20 days, BTC is above its 200-day SMA and the coin's 50-day SMA is not falling fast. Stop = midpoint of the 20-day closing range (10.6% below), raised after every daily close, never lowered; sell at the first daily close below it. +2R/+5R/+10R are milestones, not exits. At 1% risk the position is 9% of capital. Backtest 2019-2026 · Trailing stop now 2.2565 (after the 10-24 close).
PEPE/USDT LONG
active
STREND · 1d · published 2026-10-21 00:08 UTC
price0.000005 (-1.32%)
TP30.000008+82.4%10% · 10-24d
TP20.000006+41.9%21% · 6-17d
TP10.000005+17.6%42% · 3-9d
Entry0.000005filled 2026-10-21 00:10 UTC
SL0.000004-6.8%60% · 4-11d
> ai_reviewAI reduced ×0.5 · 65%
Clean 20-day breakout with volume expanding to $61.7M and price holding near the daily high (4.56e-06 vs 4.67e-06 high) with a tight 8.0% stop; size reduced to 0.5 due to YELLOW regime and TOTAL3 weakness.
Suggested size: 50% of the normal position. Claude reviews every rule signal before it is published and vetoes the weak ones; it never changes the levels.
odds = chance · typical time to reach each level (SL = stop hit before TP1) · 2,135 trades, 2019-2026 daily backtest (top 100)
Smart Trend BUY: the 10-21 daily close is +2.9% above the highest close of the previous 20 days, BTC is above its 200-day SMA and the coin's 50-day SMA is not falling fast. Stop = midpoint of the 20-day closing range (8.0% below), raised after every daily close, never lowered; sell at the first daily close below it. +2R/+5R/+10R are milestones, not exits. At 1% risk the position is 12% of capital. Backtest 2019-2026 · Trailing stop now 4.23e-06 (after the 10-24 close).
> strend_history · 1
R target
Published
Coin
Entry
SL
TP / SL hits
AI review
Outcome
Ended
2026-10-22 01:06 UTC
CRV LONG
0.4028
0.3667
none
AI reduced ×0.5 · 62%
LOSS · TIME -1.08R
2026-10-23 01:06 UTC Closed by publisher
> smart_trend_vs_unfiltered · same 99 coins · 2019-10-16 → today · after costs
Cumulative net R by exit date. "Live caps" replays only what a follower could take (at most 3 new trades a day and 6 open, the most liquid first); "every trade" counts all of them, up to 94 open at once. The filter was picked on these years, so read this as a description, not a forecast (the walk-forward test below is the fair check).
Smart Trend against the unfiltered breakout on the same coins, 2019-2026, after costs
Trades taken
Setup
Trades
Won
Avg R
PF
Total R
Worst DD
Every trade
Unfiltered breakout
3,297
34%
+0.89R
2.42
+2944R
203R
Smart Trend
2,135
39%
+1.18R
2.99
+2509R
242R
Live caps (≤ 3/day, ≤ 6 open)
Unfiltered breakout
729
32%
+0.79R
2.16
+574R
60R
Smart Trend
454
35%
+0.88R
2.36
+400R
53R
Average net R per trade, by year (every trade)UnfilteredSmart Trend
Hover or tab to a bar for its numbers.
Average net R per trade, by year (live caps)UnfilteredSmart Trend
Hover or tab to a bar for its numbers.
2022 has no Smart Trend bar: BTC closed below its 200-day SMA all year, so it took no trade. The filter skipped 1,162 of the 3,297 unfiltered trades (BTC below its 200-day SMA: 1,285; 50-day SMA down > 5.93% in 10 days: 647; a trade can match both) and took 0 later breakouts the unfiltered version could not, because a skipped breakout leaves the coin free.
On the breakout day, winners and losers look almost the same: the medians below barely differ. No group of trades lost money in both 2019-2022 and 2023-2026, so there is no single "losing signature" to cut. What did differ in both periods was the market around the trade: breakouts did clearly better while BTC was above its 200-day average and rising, and worse in coins still deep in a downtrend. The bars show the average net R of each fifth of the trades (cut points from 2019-2022), first period against the second.
BTC above its 200-day SMA2019-20222023-2026
Hover or tab to a bar for its numbers.
50-day SMA slope, 10 days (%)2019-20222023-2026
Hover or tab to a bar for its numbers.
BTC 20-day return (%)2019-20222023-2026
Hover or tab to a bar for its numbers.
30-day return vs BTC (%)2019-20222023-2026
Hover or tab to a bar for its numbers.
Gap to the 200-day SMA (%)2019-20222023-2026
Hover or tab to a bar for its numbers.
90-day return (%)2019-20222023-2026
Hover or tab to a bar for its numbers.
Medians at the breakout: big winners (≥ +5R), winners, losers · all 22 features
Feature (at the breakout close)
Big winners
Winners
Losers
All
Stop distance (%)
7.72
> walk_forward · rules picked only from earlier years
Each row re-ran the rule search on the years before it and then traded that year with whatever it picked, so the year itself was unseen. The picks change from year to year, which is a warning: the search helps on average, but no single rule is proven. Pooled 2022-2026 the filtered trades made +0.96R per trade against +0.66R unfiltered (profit factor 2.52 vs 2.02); with the live caps +0.79R vs +0.38R, total +311R vs +207R. Better in 4 of 5 years.
Year traded
Rules picked from the years before
Unfiltered
Filtered
2022
Gap to the 200-day SMA (%) < 29
-0.40R (350)
+0.25R (39)
2023
Days since listing > 752 · Stop distance (%) < 7.16
+1.31R (500)
+1.27R (105)
2024
30-day avg volume (log10 USD) > 7.37 · Days since the previous trade ended < 9
+1.67R (589)
+2.51R (299)
2025
30-day avg volume (log10 USD) > 7.41 · Days since the previous trade ended < 9
Stop distance = how far the 20-day midpoint is below the breakout close. Information only, not a filter.
Stop distance
Trades
Win
Avg net R
< 5%
189
45%
+2.69R
5–8%
521
41%
+1.43R
8–12%
758
35%
+0.95R
12–16%
408
39%
+0.81R
16–25%
224
44%
+0.87R
≥ 25%
35
49%
+0.22R
By time in the trade
From the breakout close to the exit close. Losers end within days at the stop; the trends that pay for them run for weeks (median 11 days, 90% within 30 days). Information only.
Days held
Trades
Win
Avg net R
< 3d
144
0%
-1.38R
3–7d
494
1%
-1.09R
7–14d
554
12%
-0.66R
14–30d
714
75%
+1.39R
30–60d
222
100%
+10.42R
≥ 60d
7
100%
+43.95R
By month (85 months, Oct 2019 to Oct 2026)
Month
Trades
Win
Avg R net
Before costs
PF
Total R
Max DD
Losing streak
2019-10
12
33%
+0.11R
+0.14R
1.25
+1.3R
3R
3
2019-11
5
20%
+0.18R
+0.21R
1.30
+0.9R
2R
2
2019-12
0
no trades
2020-01
14
86%
+1.33R
+1.35R
41.89
+18.6R
0R
1
2020-02
10
70%
+1.40R
+1.43R
7.43
+14.0R
2R
3
2020-03
2
0%
-1.02R
-1.00R
0.00
-2.0R
2R
2
2020-04
13
31%
-0.14R
-0.12R
0.79
-1.8R
5R
5
2020-05
33
27%
-0.32R
-0.29R
0.59
-10.4R
12R
10
2020-06
7
29%
+1.67R
+1.71R
2.95
+11.7R
5R
4
2020-07
28
68%
+3.42R
+3.46R
12.10
+95.7R
3R
3
2020-08
15
47%
+0.55R
+0.57R
2.07
+8.2R
5R
3
2020-09
6
17%
-0.82R
-0.80R
0.24
-4.9R
6R
5
2020-10
17
24%
+0.22R
+0.26R
1.30
+3.7R
10R
6
2020-11
33
58%
+1.91R
+1.94R
7.53
+62.9R
7R
8
2020-12
33
55%
+4.53R
+4.55R
11.31
+149.6R
7R
4
2021-01
39
69%
+5.92R
+5.94R
26.16
+231.0R
5R
6
2021-02
19
79%
+4.78R
+4.80R
34.08
+90.8R
3R
4
2021-03
38
61%
+3.06R
+3.08R
9.08
+116.3R
9R
6
2021-04
34
44%
+2.55R
+2.57R
5.64
+86.6R
11R
9
2021-05
24
0%
-1.39R
-1.38R
0.00
-33.5R
33R
24
2021-06
0
no trades
2021-07
0
no trades
2021-08
49
67%
+1.64R
+1.65R
11.95
+80.2R
2R
4
2021-09
33
12%
-1.12R
-1.09R
0.19
-36.9R
41R
20
2021-10
53
32%
+0.12R
+0.15R
1.20
+6.5R
13R
7
2021-11
26
8%
-0.87R
-0.84R
0.11
-22.5R
22R
14
2021-12
16
13%
-0.83R
-0.81R
0.07
-13.3R
13R
6
2022-01
0
no trades
2022-02
0
no trades
2022-03
0
no trades
2022-04
0
no trades
2022-05
0
no trades
2022-06
0
no trades
2022-07
0
no trades
2022-08
0
no trades
2022-09
0
no trades
2022-10
0
no trades
2022-11
0
no trades
2022-12
0
no trades
2023-01
58
86%
+1.74R
+1.76R
27.46
+100.9R
1R
1
2023-02
36
6%
-0.53R
-0.50R
0.39
-19.1R
23R
25
2023-03
24
33%
-0.15R
-0.13R
0.75
-3.7R
10R
8
2023-04
42
14%
-0.81R
-0.77R
0.09
-34.1R
35R
21
2023-05
29
7%
-1.19R
-1.13R
0.02
-34.6R
35R
21
2023-06
23
48%
+0.58R
+0.61R
2.58
+13.4R
4R
3
2023-07
54
13%
-0.63R
-0.60R
0.13
-34.2R
34R
21
2023-08
10
10%
+0.14R
+0.18R
1.10
+1.4R
11R
7
2023-09
0
no trades
2023-10
62
97%
+5.27R
+5.31R
219.52
+326.5R
1R
1
2023-11
15
60%
+1.12R
+1.15R
3.97
+16.8R
5R
4
2023-12
75
41%
+1.00R
+1.04R
3.09
+75.3R
10R
9
2024-01
22
18%
+0.43R
+0.46R
1.47
+9.4R
12R
12
2024-02
72
79%
+8.87R
+8.91R
60.28
+638.7R
2R
2
2024-03
30
30%
+0.39R
+0.41R
1.52
+11.6R
16R
7
2024-04
16
6%
-1.10R
-1.07R
0.17
-17.6R
21R
15
2024-05
43
37%
-0.22R
-0.18R
0.63
-9.3R
19R
12
2024-06
12
8%
-0.72R
-0.69R
0.37
-8.7R
10R
8
2024-07
38
11%
-0.74R
-0.71R
0.07
-28.1R
28R
20
2024-08
52
0%
-1.01R
-0.99R
0.00
-52.5R
52R
52
2024-09
71
8%
-0.81R
-0.78R
0.06
-57.2R
57R
24
2024-10
49
12%
-0.27R
-0.23R
0.74
-13.1R
39R
32
2024-11
98
71%
+4.62R
+4.64R
19.99
+452.8R
7R
4
2024-12
9
11%
-0.61R
-0.59R
0.32
-5.5R
6R
6
2025-01
38
5%
-0.99R
-0.97R
0.03
-37.6R
38R
15
2025-02
8
0%
-0.93R
-0.91R
0.00
-7.5R
7R
8
2025-03
14
0%
-1.10R
-1.07R
0.00
-15.3R
15R
14
2025-04
63
41%
+0.17R
+0.19R
1.44
+10.8R
6R
7
2025-05
65
32%
-0.15R
-0.12R
0.67
-9.8R
24R
27
2025-06
18
28%
+0.15R
+0.18R
1.20
+2.7R
7R
7
2025-07
85
74%
+1.58R
+1.61R
10.02
+133.9R
12R
11
2025-08
53
11%
+1.61R
+1.64R
2.79
+85.6R
37R
23
2025-09
59
10%
-0.69R
-0.66R
0.29
-40.8R
44R
30
2025-10
26
15%
-1.26R
-1.24R
0.16
-32.9R
33R
13
2025-11
3
0%
-1.38R
-1.35R
0.00
-4.1R
4R
3
2025-12
0
no trades
2026-01
0
no trades
2026-02
0
no trades
2026-03
0
no trades
2026-04
0
no trades
2026-05
0
no trades
2026-06
0
no trades
2026-07
0
no trades
2026-08
96
64%
+2.62R
+2.66R
11.84
+251.6R
5R
5
2026-09
102
36%
-0.02R
+0.01R
0.96
-2.1R
25R
16
2026-10
6
0%
-1.13R
-1.11R
0.00
-6.8R
7R
6
By coin (98)
Coin
Trades
Win
Avg R net
Before costs
PF
Total R
Max DD
Losing streak
BNBfrom 2019-10
45
42%
+1.10R
+1.14R
2.87
+49.6R
12R
12
BATfrom 2019-11
44
30%
+0.10R
+0.13R
1.16
+4.5R
6R
5
ETHfrom 2019-11
43
47%
+0.83R
+0.87R
2.36
+35.7R
7R
4
BCHfrom 2020-01
42
38%
+0.23R
+0.26R
1.34
+9.6R
6R
5
LTCfrom 2019-10
42
40%
+0.08R
+0.11R
1.13
+3.1R
7R
4
BTCfrom 2019-10
41
49%
+1.00R
+1.04R
2.74
+40.8R
3R
3
ETCfrom 2019-11
41
34%
+0.65R
+0.69R
1.91
+26.8R
13R
8
IOTAfrom 2019-10
40
38%
+0.41R
+0.44R
1.63
+16.6R
10R
5
LINKfrom 2020-01
40
43%
+0.51R
+0.54R
2.04
+20.4R
8R
5
COMPfrom 2020-08
39
28%
-0.08R
-0.06R
0.90
-3.3R
10R
7
DASHfrom 2019-11
39
31%
+0.82R
+0.85R
2.23
+32.0R
7R
5
TRXfrom 2019-10
39
49%
+0.79R
+0.84R
2.67
+30.8R
6R
3
ATOMfrom 2019-10
38
39%
+0.24R
+0.27R
1.43
+9.0R
7R
3
HBARfrom 2020-02
38
37%
+1.53R
+1.56R
3.68
+58.3R
6R
5
XLMfrom 2019-10
38
42%
+1.93R
+1.97R
4.63
+73.5R
7R
3
THETAfrom 2019-10
37
41%
+1.97R
+2.00R
4.34
+72.9R
9R
7
ADAfrom 2019-10
36
44%
+1.91R
+1.94R
4.79
+68.7R
5R
5
STXfrom 2020-02
36
39%
+1.21R
+1.23R
3.25
+43.6R
9R
8
VETfrom 2019-10
36
50%
+1.63R
+1.66R
4.64
+58.7R
6R
5
XTZfrom 2019-11
36
39%
+0.75R
+0.78R
2.32
+27.0R
7R
6
AAVEfrom 2020-11
35
31%
+1.02R
+1.05R
2.45
+35.7R
14R
6
ALGOfrom 2020-02
35
43%
+1.28R
+1.31R
3.22
+44.9R
5R
4
DOGEfrom 2020-02
35
49%
+3.15R
+3.19R
7.29
+110.3R
3R
4
JSTfrom 2020-12
35
37%
+0.42R
+0.46R
1.59
+14.8R
10R
7
XRPfrom 2019-10
34
47%
+3.18R
+3.22R
7.17
+108.1R
3R
3
ZECfrom 2019-10
33
52%
+4.66R
+4.68R
13.47
+153.7R
5R
6
DCRfrom 2020-08
32
41%
+0.50R
+0.53R
1.71
+16.0R
8R
4
FETfrom 2020-02
32
38%
+2.85R
+2.88R
5.64
+91.3R
6R
5
SOLfrom 2020-09
31
55%
+2.71R
+2.74R
6.86
+84.1R
4R
4
AXSfrom 2020-12
30
40%
+0.31R
+0.33R
1.53
+9.3R
8R
6
INJfrom 2020-11
30
40%
+2.45R
+2.47R
5.52
+73.6R
7R
7
DOTfrom 2020-11
29
34%
+1.33R
+1.36R
3.05
+38.4R
5R
5
CRVfrom 2021-01
28
39%
+1.35R
+1.37R
3.37
+37.7R
9R
9
RUNEfrom 2020-11
28
50%
+1.44R
+1.47R
4.31
+40.4R
7R
7
TWTfrom 2021-02
28
36%
+0.57R
+0.61R
1.92
+16.1R
7R
6
UNIfrom 2020-11
28
36%
+1.21R
+1.23R
2.83
+33.8R
10R
7
AVAXfrom 2020-11
27
48%
+4.32R
+4.34R
10.02
+116.5R
4R
3
NEARfrom 2020-11
27
52%
+3.73R
+3.76R
7.41
+100.8R
5R
3
LDOfrom 2023-01
26
19%
-0.38R
-0.36R
0.52
-9.8R
10R
8
FILfrom 2021-01
25
36%
+1.34R
+1.37R
3.69
+33.6R
4R
4
ICPfrom 2021-08
25
28%
+0.50R
+0.53R
1.76
+12.5R
9R
7
RAYfrom 2021-08
25
44%
+3.56R
+3.58R
10.04
+88.9R
4R
3
APTfrom 2023-01
24
25%
-0.47R
-0.44R
0.41
-11.3R
15R
8
ARfrom 2021-08
24
42%
+2.28R
+2.30R
4.89
+54.7R
6R
3
CFXfrom 2021-08
24
33%
+1.16R
+1.18R
2.64
+27.9R
8R
4
GNOfrom 2021-10
24
42%
+1.16R
+1.20R
2.74
+27.9R
7R
5
GRTfrom 2021-01
24
50%
+1.81R
+1.83R
5.44
+43.4R
4R
4
NEXOfrom 2023-01
24
38%
+0.39R
+0.44R
1.53
+9.3R
5R
4
QNTfrom 2021-08
22
36%
+0.05R
+0.08R
1.07
+1.1R
5R
4
SUNfrom 2021-01
22
50%
+1.85R
+1.89R
5.07
+40.7R
5R
4
CAKEfrom 2021-03
21
43%
+1.47R
+1.49R
4.47
+30.8R
4R
4
ENSfrom 2023-01
21
29%
+0.58R
+0.61R
2.06
+12.2R
6R
8
OPfrom 2023-01
21
38%
-0.12R
-0.10R
0.83
-2.6R
11R
5
SHIBfrom 2021-08
21
43%
+3.52R
+3.55R
6.89
+73.9R
6R
5
ARBfrom 2023-04
19
37%
+0.08R
+0.11R
1.14
+1.6R
4R
4
JASMYfrom 2023-01
19
37%
+2.61R
+2.63R
5.76
+49.5R
4R
6
LUNCfrom 2023-01
19
26%
+0.34R
+0.37R
1.50
+6.4R
5R
5
JTOfrom 2024-01
18
17%
-0.59R
-0.57R
0.27
-10.7R
11R
10
PENDLEfrom 2023-10
17
41%
+1.14R
+1.16R
3.71
+19.4R
5R
8
SUIfrom 2023-10
16
56%
+0.62R
+0.64R
2.93
+9.9R
2R
3
WLDfrom 2023-10
16
38%
+0.09R
+0.11R
1.18
+1.5R
4R
3
CVXfrom 2023-01
15
53%
+1.81R
+1.84R
6.08
+27.2R
2R
2
JUPfrom 2024-03
15
27%
+0.99R
+1.01R
2.64
+14.8R
8R
10
PEPEfrom 2023-06
15
67%
+2.89R
+2.91R
10.57
+43.4R
2R
2
FLOKIfrom 2023-07
14
50%
+6.58R
+6.61R
10.77
+92.1R
4R
2
SEIfrom 2023-10
14
57%
+1.73R
+1.75R
4.79
+24.3R
3R
4
BONKfrom 2024-02
13
46%
+0.48R
+0.50R
2.23
+6.3R
3R
3
TAOfrom 2024-08
13
38%
-0.41R
-0.39R
0.40
-5.3R
6R
4
PYTHfrom 2024-02
12
33%
-0.30R
-0.28R
0.53
-3.6R
6R
5
TIAfrom 2023-12
12
8%
-0.59R
-0.57R
0.16
-7.0R
8R
11
WIFfrom 2024-03
12
42%
+0.36R
+0.38R
1.49
+4.3R
4R
4
ZROfrom 2024-07
12
17%
-0.69R
-0.67R
0.30
-8.2R
10R
6
ENAfrom 2024-05
11
36%
+1.19R
+1.21R
3.12
+13.1R
3R
3
ETHFIfrom 2024-09
11
45%
+0.13R
+0.15R
1.27
+1.5R
2R
2
STRKfrom 2024-03
11
18%
-0.52R
-0.50R
0.39
-5.7R
9R
6
RENDERfrom 2024-08
10
30%
+0.20R
+0.22R
1.39
+2.0R
4R
5
SYRUPfrom 2025-06
10
0%
-0.89R
-0.87R
0.00
-8.9R
9R
10
EIGENfrom 2024-11
9
44%
-0.39R
-0.37R
0.46
-3.5R
6R
4
KAIAfrom 2024-11
9
33%
+0.38R
+0.41R
1.61
+3.5R
4R
3
POLfrom 2024-11
9
33%
+0.06R
+0.08R
1.12
+0.5R
3R
2
Sfrom 2025-02
9
11%
-0.68R
-0.66R
0.12
-6.1R
7R
8
KMNOfrom 2025-06
6
50%
+0.77R
+0.80R
2.68
+4.6R
3R
3
ONDOfrom 2025-05
6
33%
+0.19R
+0.21R
1.34
+1.1R
3R
3
PENGUfrom 2025-01
6
50%
+0.96R
+0.98R
2.68
+5.8R
1R
1
VIRTUALfrom 2025-05
6
33%
-0.24R
-0.22R
0.59
-1.5R
3R
3
TRUMPfrom 2025-04
5
20%
-0.52R
-0.49R
0.31
-2.6R
4R
4
MORPHOfrom 2025-10
3
33%
-0.11R
-0.09R
0.81
-0.3R
1R
1
PUMPfrom 2026-08
3
0%
-0.50R
-0.49R
0.00
-1.5R
2R
3
WLFIfrom 2025-09
3
0%
-1.52R
-1.48R
0.00
-4.6R
5R
3
AEROfrom 2026-08
2
0%
-0.31R
-0.29R
0.00
-0.6R
1R
2
ASTERfrom 2026-08
2
50%
+0.63R
+0.70R
3.72
+1.3R
0R
1
FFfrom 2025-10
2
50%
+3.78R
+3.80R
6.28
+7.6R
1R
1
GRAMfrom 2026-08
2
0%
-0.80R
-0.76R
0.00
-1.6R
2R
2
KITEfrom 2026-08
2
50%
-0.18R
-0.15R
0.68
-0.3R
1R
1
SKYfrom 2026-08
2
100%
+0.44R
+0.47R
—
+0.9R
0R
0
XPLfrom 2026-08
2
50%
+0.57R
+0.61R
2.23
+1.1R
1R
1
ZAMAfrom 2026-08
2
50%
+0.80R
+0.82R
4.50
+1.6R
0R
1
METfrom 2026-08
1
0%
-0.63R
-0.61R
0.00
-0.6R
1R
1
Funnel: Coins with daily data 99 → Trend Breakout trades on these coins (no filter) 3,297 → Smart Trend trades (the filter on, as live) 2,135.
Entry, stop and exit are Trend Breakout's (Zarattini, Pagani & Barbon 2025): buy the daily close above the highest close of the previous 20 days; stop at the midpoint of the 20-day closing range, raised every day, never lowered; sell at the first daily close below it.
Smart Trend skips a breakout when skip when BTC below its 200-day SMA; skip when 50-day SMA down > 5.93% in 10 days. The two rules came out of a search over 22 features known at the breakout close (momentum, volume, volatility, distance from highs, BTC trend, market breadth, coin age, liquidity, the coin's previous trade).
A first, stricter search (rules picked on 2019-2022, tested on 2023-2026) failed: its rules made the 2023-2026 result worse. The second search had to improve both halves of its training years; run walk-forward (trained only on the years before each test year) it beat the unfiltered breakout in 4 of 5 years, 2022-2026.
The full-period numbers on this page are in-sample. Survivorship bias: the coins are today's top 100, so coins that died or dropped out are missing, which flatters a long-only system.
Not replayed: the AI review.
+
Because of the BTC rule. While BTC closes below its 200-day moving average, Smart Trend takes no trade at all. In the backtest it sat out the whole of 2022 and the first half of 2026, which is where most of its edge over the unfiltered breakout comes from. When BTC is above the line it trades like Trend Breakout, minus breakouts in coins whose 50-day average is falling fast.
Is there any leverage?+
No. Smart Trend is a spot, long-only setup: buy the coin, hold it, sell it. The backtest uses no margin, no futures and no borrowing, and each live signal is sized so a full stop costs 1% of the capital: position = 1% of capital / stop distance. With the median stop 9.59% below the entry that is about 10% of the capital per trade, never more than 100%. Using leverage would add liquidation risk and funding costs that were not tested.
Why do most trades still lose?+
It is still trend following: 39% of trades won after fees and the median trade lost +0.49R. The profit comes from a few long trends (21% of trades reached +5R, 10% reached +10R). The longest losing run was 78 trades counting every trade in entry order (26 with the live caps).
> money_calculator · what would my USDT have become?
Put in a starting amount and a risk per trade to replay the 454 backtested STREND trades a follower of the live signals could have taken (at most 3 new trades a day and 6 open at once, the most liquid first). The full backtest had up to 94 trades open at the same time, which no account could follow.
Risk per trade
Position size
500 USDT in 2019 → 12,803 USDT(+2460.6%) by 2026
454 trades · worst drop from a high 42.1% · lowest balance 474.04 USDT
Balance by calendar year
Year
Trades
Start
End
Change
2019
7
500 USDT
503.34 USDT
+0.7%
2020
71
503.34 USDT
1,084 USDT
+115.3%
2021
75
1,084 USDT
3,223 USDT
+197.4%
2022
5
3,223 USDT
3,175 USDT
-1.5%
2023
77
3,175 USDT
5,118 USDT
+61.2%
2024
102
5,118 USDT
7,432 USDT
+45.2%
2025
93
7,432 USDT
13,643 USDT
+83.6%
2026
24
13,643 USDT
12,803 USDT
-6.2%
Every trade after fees and slippage, in the order it closed. “Of current balance” risks that share of whatever the account holds at the time (gains and losses compound); “of start amount” risks the same USDT every trade. Assumes each position can be sized so the stop loses exactly that risk (tight stops can need a position larger than the account) and ignores trades open at the same time. Past results, not a promise.
> strend_backtest_history · 12 trades · ZRO · one target at 10R · newest first
What if every trade had one take-profit at a fixed R? Same entries and starting stops; the whole position exits at entry + R × the stop distance. The stop is checked first on every candle, there are no partial exits or break-even moves, and the trailing stop still closes a trade that never reaches the target, exactly as in the backtest. Fees and slippage as in the backtest. Re-walked on the same candles.
The first attempt failed. Rules picked on 2019-2022 only (cut groups that lost money there) chose "Distance from the 365-day high (%) < -78.9"; on 2023-2026 they made the result worse (+0.76R vs +0.83R per trade). One of them was a data artefact (coin age counted from the start of our data), the other did not hold up. The second search, the one live now, also had to improve both halves of its training years before a rule counted.