EdgeStacker
Library
Trend · MSTR · 1D

Does Inside-bar breakout actually work on MSTR? We tested it

We ran Inside-bar breakout on MSTR through walk-forward testing and a 100-run random-entry gauntlet. 3 of 4 unseen periods positive. Beat 98 of 100 random-entry runs.

WALK-FORWARD VERIFIED EDGESTACKER ENGINE
Return +604.7%
Win rate 56.8%
Max drawdown −39.2%
Trades 37
Sharpe 1.05
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 −1.5% −0.06 10
2 Jul 2020 to Jul 2022 +109.4% 1.76 6
3 Jul 2022 to Jul 2024 +185.7% 1.81 11
4 Jul 2024 to Jul 2026 +13.4% 0.43 9
3 of 4 periods positive. Mean Sharpe 0.99. Worst period −1.5%.
Market matrix
Edge held on 3 of 28

The same rules, tested on 28 tickers. Edge held on 3. We ship it on those.

MSTR SHIPPED
98/100 EDGE
XOM
95/100 EDGE
GLD
87/100 EDGE
Show every ticker we tested
MARA
67/100 NONE
COIN
51/100 NONE
JPM
48/100 NONE
AMZN
38/100 NONE
META
38/100 NONE
SMCI
38/100 NONE
NFLX
37/100 NONE
AVGO
32/100 NONE
MU
27/100 NONE
SOFI
20/100 NONE
MSFT
19/100 NONE
RIOT
17/100 NONE
GOOGL
12/100 NONE
UBER
12/100 NONE
DIA
11/100 NONE
AMD
11/100 NONE
QQQ
10/100 NONE
IWM
9/100 NONE
NVDA
7/100 NONE
AAPL
5/100 NONE
TSLA
5/100 NONE
BA
4/100 NONE
SPY
3/100 NONE
HOOD
too new TOO NEW
PLTR
too new TOO NEW
The rules
Entrywhen inside_raw 1 bar ago is above 0.5 AND close crosses above yesterday's high AND close is above SMA of close over 200 bars
Exitwhen a signal fires (close crosses below EMA of close over 20 bars), or 10 bars have passed since entry (time stop)
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 strong profit of over 600% on MSTR, but the ride was very lumpy. The worst stretch was a massive 39% drawdown that lasted from late November 2024 through February 2025, which would have been painful to sit through. The entry timing is a huge part of the success here, as the real entries outperformed 98% of random entry runs, meaning the exits are not the main driver. The edge was also consistent, showing up in three out of four test periods, so the result is not just from one lucky streak. With only 37 trades, the overall return is not spread across hundreds of bets, but the win rate of 57% and average trade gain of 6.6% suggest the strategy had a solid, repeatable pattern.

Run this on your own account.

Sign up free. EdgeStacker runs a fresh backtest for you, then alerts you on the Today screen when the setup fires.

Test it yourself, free
Backtested results, not live trading returns. Fees and slippage included. Not investment advice.