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Trend · MSTR · 1D

Does Keltner channel breakout actually work on MSTR? We tested it

We ran Keltner channel breakout on MSTR through walk-forward testing and a 100-run random-entry gauntlet. 3 of 4 unseen periods positive. Beat 87 of 100 random-entry runs.

WALK-FORWARD VERIFIED EDGESTACKER ENGINE
Return +1058.8%
Win rate 38.7%
Max drawdown −69.5%
Trades 31
Sharpe 0.93
Equity curve

Equity curve over Aug 2016 to Jul 2026. Hover any point for its value. Turn on buy and hold to compare.

PeriodWindowReturnSharpeTrades
1 Aug 2018 to Jul 2020 −17.1% −1.20 6
2 Jul 2020 to Jul 2022 +163.7% 1.33 10
3 Jul 2022 to Jul 2024 +178.3% 1.38 10
4 Jul 2024 to Jul 2026 +92.2% 1.15 4
3 of 4 periods positive. Mean Sharpe 0.67. Worst period −17.1%.
Market matrix
Edge held on 5 of 28

The same rules, tested on 28 tickers. Edge held on 5. We ship it on those.

MSTR SHIPPED
87/100 EDGE
RIOT
99/100 EDGE
TSLA
95/100 EDGE
GLD
86/100 EDGE
AMD
80/100 EDGE
Show every ticker we tested
MARA
89/100 NONE
NVDA
69/100 NONE
BA
66/100 NONE
NFLX
62/100 NONE
AAPL
59/100 NONE
COIN
57/100 NONE
SOFI
57/100 NONE
META
54/100 NONE
MSFT
53/100 NONE
UBER
52/100 NONE
PLTR
50/100 NONE
GOOGL
48/100 NONE
JPM
47/100 NONE
XOM
44/100 NONE
SMCI
39/100 NONE
AVGO
33/100 NONE
DIA
30/100 NONE
MU
23/100 NONE
AMZN
21/100 NONE
IWM
20/100 NONE
QQQ
6/100 NONE
SPY
1/100 NONE
HOOD
too new TOO NEW
The rules
Entrywhen close crosses above KELTNER upper band of close over 20 bars
Exitwhen a signal fires (close crosses below KELTNER midline of close over 20 bars)
Sizing**Position size:** no fixed stop distance to size against. This strategy exits on signal only. Size by conviction, or add a hard stop for a size-by-risk number.
Diagnosis

This strategy made a lot of money, turning a 1,058% total return, but the ride was extremely lumpy and painful. The worst moment was a brutal 69.5% drawdown that lasted over two years, from early 2021 to mid-2023, which would have tested anyone's patience. With only 31 trades over the whole period and a win rate of just 38.7%, the profits came from a few big winners that made up for many small losses. The entry timing was strong, beating 87% of random entry runs, so the setup itself is good at catching the right moments to get in. The consistency figure shows the edge held up in 3 out of 4 test periods, meaning the strategy's success was not just a fluke from one lucky stretch.

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Backtested results, not live trading returns. Fees and slippage included. Not investment advice.