Bull Rhythm

Weekly Full Stack (15)

15 strong trends at the companies improving fastest, with extra safety checks, rebuilt weekly.

How it works

Weekly Full Stack (15) holds 15 of the 500 most actively traded US stocks: those with the strongest price trends over the past year, among companies that generate cash and whose profitability is improving. It puts much more money in the strongest trends and rebuilds the portfolio every week. Each rule is listed below in the order it is applied.

The rules, step by step

  1. When it decides. After the market closes on the last trading day of each week (usually Friday), using that day’s closing prices and only information available by then.
  2. The stock pool. US-listed common stocks and ADRs, not traded over the counter, closing at $5 or more. Each must have traded at least $10 million a day on average over 20 trading days at this decision and one and two months (21 and 42 trading days) before it. Of those, the 500 with the highest 20-day average trading value form the pool.
  3. Cash flow. Keeps only companies whose latest quarterly report, filed by the decision day, shows positive free cash flow.
  4. Improving profitability. Keeps only companies whose gross margin in the latest filed quarter is higher than in the same quarter a year earlier (as first reported).
  5. The fastest improvers. Of those, keeps only the half whose gross-margin improvement is at or above the median of the remaining stocks.
  6. No sudden spikes. Skips any stock that rose more than 40% over the last month (21 trading days).
  7. Not just before results. Does not buy a new stock whose next quarterly report is expected within 7 days (estimated as 91 days after its last report). Stocks already held may stay.
  8. The ranking. Ranks the remaining stocks by 12-1 momentum: the price change from twelve months ago (252 trading days) to one month ago (21 trading days), using prices adjusted for splits and dividends. The latest month is left out on purpose.
  9. The selection. Takes the 15 highest-ranked stocks, with at most two from any one industry sector: when a sector is full, the next-ranked stock from another sector takes the place. Stocks already held get no preference; each rebuild starts from the ranking.
  10. How much in each. In proportion to each stock’s 12-1 momentum raised to the power 2 (squared): a stock up 80% gets four times the money of one up 40%. (Momentum below 1% counts as 1%.)
  11. Less in look-alikes. Each stock’s amount is then reduced by up to half according to how closely its daily price moves over the last six months (126 trading days) have followed the largest holding’s, and the amounts are scaled back to 100%.
  12. A minimum per stock. No stock gets less than 3% of the portfolio; the difference is taken from the larger holdings in proportion to their size.
  13. The trades. Made at the next trading day’s closing price: stocks no longer selected are sold, new ones bought, and those that stay are resized to their new amounts. Every buy, sale and resize pays 0.10% of the amount traded.
  14. Between rebuilds. No trades. The holdings’ shares of the portfolio drift as their prices move until the next decision.

These rules are frozen (rules version 1) and are exactly what the record uses, every day since go-live and throughout the backtest. Changing any of them would make a new strategy with its own record. Key terms explained.

What to expect: Strong returns with smaller falls than the other weighted strategies, and more holdings than Weekly Leaders.

What would your money have done?

The amount you picture putting in. It only scales the dollar figures: the percentages are the same for $1,000 or $1,000,000.
How much of the account follows the strategy. The rest sits in BIL, a fund of US Treasury bills that mature in 1 to 3 months: close to cash, earning short-term interest. Every time the strategy rebuilds, the account is put back to your split. With 70/30, if the stocks have risen, some of the gain moves into T-bills; if they have fallen, some T-bills are used to buy stocks. A smaller strategy share means smaller falls and smaller gains.
Hindenburg ruleThe best rule from the Hindenburg research: when more than 2.5% of US stocks over $5 make a new 52-week high and more than 2.5% a new 52-week low on the same day, with SPY above its 50-day average, and the split also shows among companies worth more than $300 million (more than 3.0% at new highs and more than 2.0% at new lows) and in at least 3 sectors at each end (more than 2.0% of a sector's stocks), half of the strategy part moves into T-bills at the close six trading days later, and returns 31 trading days after the last such day. Every move appears in the ledger and pays 0.10%. Backtest before go-live, applied day by day after it.
The day your pretend account starts. “Since go-live” counts only the time the strategies have run live, each decision made at that day’s close with the rules unchanged. Earlier periods are a backtest: the same rules applied to past prices.

$10,000 put in at the close of Nov 1, 2017, worth at the close of Oct 16, 2026:

Weekly Full Stack (15)$1,860,022+18,500.2% · +79.6% a year
SPY over the same time$34,044+240.4% · +14.7% a year
Worst fall on the way-41.3%$5,873 at the lowest point after a high
Sharpe (SPY 0.82)1.512250 trading day(s)

Growth of $10,000 against SPY

Fall from the highest value so far

Returns over set periods

Returns over set periods, Weekly Full Stack (15) and SPY
Strategy1 month3 monthsThis year1 year3 years5 yearsSince 2017Since go-live
Weekly Full Stack (15)-6.9%+9.0% (ahead of SPY)+207.8% (ahead of SPY)+181.6% (ahead of SPY)+1,421.2% (ahead of SPY)+1,619.3% (ahead of SPY)+18,500.2% (ahead of SPY)-11.6%
SPY (buy and hold)+0.3%+3.1%+12.8%+16.0%+81.4%+86.4%+240.4%-0.3%

Year by year

Each calendar year on its own, newest first: the return (bold when ahead of SPY), the worst fall from a high within that year, how much the value swung (volatility, as a yearly figure), Sharpe, the best and worst month, the share of months that ended higher, and beta (how much it moved for each 1% SPY moved). The first and the current year are partial; years before going live are a backtest.

Each calendar year, Weekly Full Stack (15) against SPY: return and risk
YearReturnSPYWorst fallSPY worst fallVolatilitySharpeBest monthWorst monthUp monthsBeta
2026
(partial) · live from Sep 28, 2026
+207.8% (ahead of SPY)+12.8%-41.3%-8.9%70.1%2.38+86.9%-31.9%70%2.87
2025+48.9% (ahead of SPY)+17.7%-41.3%-18.8%52.5%1.03+26.4%-13.9%67%1.82
2024+124.6% (ahead of SPY)+24.9%-19.2%-8.4%36.3%2.42+29.8%-9.7%75%1.85
2023+64.9% (ahead of SPY)+26.2%-25.0%-10.0%33.1%1.69+38.0%-9.4%42%1.41
2022+10.5% (ahead of SPY)-18.2%-33.9%-24.5%37.4%0.46+19.9%-19.2%58%0.94
2021+38.8% (ahead of SPY)+28.7%-25.5%-5.1%47.0%0.93+23.3%-12.2%58%1.87
2020+209.5% (ahead of SPY)+18.4%-40.7%-33.7%62.6%2.11+38.2%-15.3%67%1.20
2019+105.9% (ahead of SPY)+31.2%-18.0%-6.6%30.9%2.50+15.4%-13.6%83%1.24
2018+16.0% (ahead of SPY)-4.6%-37.3%-19.3%34.2%0.60+20.6%-18.4%50%1.45
2017
(partial)
-3.3%+4.2%-12.3%-1.0%24.8%-0.74+0.1%-3.5%50%1.39

The account, as a ledger

The strategy shown as one account that started with $10,000 on Nov 1, 2017 (change the amount above) and followed every trade. Shares are fractional; share counts include stock splits and reinvested dividends. Gains are measured on average cost. With a split chosen above, part of the account sits in BIL (a 1–3 month T-bill fund) and is put back to the split at every rebuild: each move is one BIL row below, and it buys or sells the same slice of every stock held.

Account value today$1,858,162+$1,848,162 on the $10,000 put in
Realized gains (from sales)+$2,149,973
Unrealized gains (still held)−$301,801
Trading fees paid (0.10% a trade)$72,756already taken out of the account value

What it holds now

At the close of Oct 16, 2026. It decides after the close on the last trading day of each week and trades at the next day's close. The weights drift with prices between rebuilds. This is the model’s position, published for education, not a recommendation to buy these stocks: a portfolio started today would differ in entry prices and results.

What Weekly Full Stack (15) holds now, for an account that started with $10,000
StockSectorWeightSharesAvg costCost basisPriceValueGain on costSince first boughtFirst boughtAtWhy
SNDKTechnology33.7%481.796$1,783.17$859,125$1,299.30$625,998−$233,127-36.6%Jun 29, 2026$2,050.39new: ranked 1 of 15, 12-1 momentum +3265%
AXTITechnology22.0%7,935.702$62.02$492,211$51.47$408,451−$83,760-17.0%Oct 12, 2026$61.98new: ranked 2 of 15, 12-1 momentum +1118%
TXGHealthcare4.6%1,220.143$75.24$91,809$69.86$85,239−$6,570-7.1%Oct 12, 2026$75.19new: ranked 3 of 15, 12-1 momentum +450%
DLTRConsumer Defensive3.5%518.207$117.70$60,990$124.18$64,351+$3,361+5.6%Oct 12, 2026$117.61new: ranked 14 of 15, 12-1 momentum +35%
CFBasic Materials3.5%531.910$114.66$60,990$120.85$64,281+$3,291+5.5%Oct 12, 2026$114.58new: ranked 12 of 15, 12-1 momentum +52%
ROSTConsumer Cyclical3.4%269.865$229.95$62,055$236.89$63,928+$1,873+3.3%Sep 8, 2026$229.31new: ranked 11 of 15, 12-1 momentum +68%
VZCommunication Services3.4%1,424.645$42.81$60,990$44.79$63,810+$2,819+4.7%Oct 12, 2026$42.78new: ranked 15 of 15, 12-1 momentum +29%
CNCHealthcare3.4%909.375$64.43$58,593$69.16$62,892+$4,300+8.5%Aug 3, 2026$63.76new: ranked 7 of 15, 12-1 momentum +165%
VLOEnergy3.3%139.785$285.97$39,974$444.71$62,164+$22,190+76.8%Jun 1, 2026$252.52new: ranked 10 of 15, 12-1 momentum +102%
NUEBasic Materials3.3%242.014$242.44$58,674$256.29$62,026+$3,352+6.0%Sep 21, 2026$242.40new: ranked 10 of 15, 12-1 momentum +77%
ROKUCommunication Services3.3%398.837$154.03$61,431$154.54$61,636+$205+1.8%Aug 10, 2026$151.84new: ranked 11 of 15, 12-1 momentum +65%
TGTConsumer Defensive3.3%396.734$160.32$63,603$154.26$61,200−$2,403-4.1%Aug 31, 2026$160.88new: ranked 12 of 15, 12-1 momentum +52%
PBFEnergy3.3%716.846$72.62$52,058$84.52$60,588+$8,530+16.6%Sep 21, 2026$72.48new: ranked 5 of 15, 12-1 momentum +149%
ATIIndustrials3.2%324.217$204.86$66,418$185.59$60,171−$6,246-10.5%Sep 8, 2026$207.32new: ranked 4 of 15, 12-1 momentum +190%
BEIndustrials2.8%232.371$305.72$71,041$221.31$51,426−$19,615-14.5%May 18, 2026$258.71new: ranked 2 of 15, 12-1 momentum +937%

Every trade

8,558 trades in all; the latest 50 below, newest first (up to 300 here; the download has them all). Download the full ledger (CSV). A trade is decided at one day’s close and made at the next day’s close.

Every trade of Weekly Full Stack (15), newest first, for an account that started with $10,000
DateStockActionWeightSharesPriceAmountFeeRealized gainAccount valueGain vs startWhy
Oct 12, 2026VZbuy0.0% → to 3.0%1,425.675$42.78−$60,990 paid$60.99$2,031,543+$2,021,543new: ranked 15 of 15, 12-1 momentum +29%
Oct 12, 2026VLOtrim3.4% → to 3.0%17.401$436.00+$7,587 received$7.59+$2,614$2,031,543+$2,021,543rebalance to target weight
Oct 12, 2026TXGbuy0.0% → to 4.5%1,221.026$75.19−$91,809 paid$91.81$2,031,543+$2,021,543new: ranked 3 of 15, 12-1 momentum +450%
Oct 12, 2026TGTtrim3.3% → to 3.0%34.087$153.62+$5,236 received$5.24−$224$2,031,543+$2,021,543rebalance to target weight
Oct 12, 2026SNDKtrim53.5% → to 35.3%249.222$1,487.33+$370,675 received$370.67−$73,409$2,031,543+$2,021,543rebalance to target weight
Oct 12, 2026ROSTtrim3.2% → to 3.0%21.300$225.84+$4,810 received$4.81−$84$2,031,543+$2,021,543rebalance to target weight
Oct 12, 2026ROKUtrim3.2% → to 3.0%30.802$152.81+$4,707 received$4.71−$34$2,031,543+$2,021,543rebalance to target weight
Oct 12, 2026PBFtrim3.3% → to 3.0%66.324$85.02+$5,639 received$5.64+$826$2,031,543+$2,021,543rebalance to target weight
Oct 12, 2026NUEtrim3.2% → to 3.0%20.153$251.83+$5,075 received$5.08+$193$2,031,543+$2,021,543rebalance to target weight
Oct 12, 2026MUsell4.3% → to 0.0%89.030$989.04+$88,054 received$88.05−$6,723$2,031,543+$2,021,543Technology already has 2 stronger names
Oct 12, 2026HLsell3.2% → to 0.0%3,877.439$16.84+$65,296 received$65.30−$5,535$2,031,543+$2,021,543Basic Materials already has 2 stronger names
Oct 12, 2026FIVEsell3.2% → to 0.0%305.447$213.58+$65,237 received$65.24−$9,330$2,031,543+$2,021,543left the 500 most traded (or under $5)
Oct 12, 2026DLTRbuy0.0% → to 3.0%518.582$117.61−$60,990 paid$60.99$2,031,543+$2,021,543new: ranked 14 of 15, 12-1 momentum +35%
Oct 12, 2026CNCtrim3.4% → to 3.0%115.710$67.02+$7,755 received$7.75+$305$2,031,543+$2,021,543rebalance to target weight
Oct 12, 2026CFbuy0.0% → to 3.0%532.295$114.58−$60,990 paid$60.99$2,031,543+$2,021,543new: ranked 12 of 15, 12-1 momentum +52%
Oct 12, 2026BEadd3.0% → to 3.0%2.449$262.28−$642 paid$0.64$2,031,543+$2,021,543rebalance to target weight
Oct 12, 2026AXTIbuy0.0% → to 24.2%7,941.441$61.98−$492,211 paid$492.21$2,031,543+$2,021,543new: ranked 2 of 15, 12-1 momentum +1118%
Oct 12, 2026ATItrim3.2% → to 3.0%17.126$187.98+$3,219 received$3.22−$286$2,031,543+$2,021,543rebalance to target weight
Oct 12, 2026AMGNsell3.4% → to 0.0%163.669$417.57+$68,343 received$68.34+$3,739$2,031,543+$2,021,543Healthcare already has 2 stronger names
Oct 5, 2026WBDsell2.9% → to 0.0%2,039.654$30.95+$63,127 received$63.13+$6,900$2,198,508+$2,188,508delisted or acquired: sold at its last close
Oct 5, 2026VLOtrim3.1% → to 3.0%4.406$419.33+$1,848 received$1.85+$589$2,198,508+$2,188,508rebalance to target weight
Oct 5, 2026TGTadd2.8% → to 3.0%33.538$152.99−$5,131 paid$5.13$2,198,508+$2,188,508rebalance to target weight
Oct 5, 2026SNDKadd35.8% → to 56.7%269.392$1,704.16−$459,087 paid$459.09$2,198,508+$2,188,508rebalance to target weight
Oct 5, 2026ROSTadd2.7% → to 3.0%25.695$226.37−$5,817 paid$5.82$2,198,508+$2,188,508rebalance to target weight
Oct 5, 2026ROKUadd2.9% → to 3.0%17.349$153.41−$2,661 paid$2.66$2,198,508+$2,188,508rebalance to target weight
Oct 5, 2026PBFtrim3.2% → to 3.0%63.100$84.16+$5,310 received$5.31+$734$2,198,508+$2,188,508rebalance to target weight
Oct 5, 2026NUEadd3.0% → to 3.0%4.089$251.41−$1,028 paid$1.03$2,198,508+$2,188,508rebalance to target weight
Oct 5, 2026MUbuy0.0% → to 4.3%89.080$1,063.96−$94,777 paid$94.78$2,198,508+$2,188,508new: ranked 2 of 15, 12-1 momentum +426%
Oct 5, 2026HLadd2.9% → to 3.0%174.424$17.01−$2,967 paid$2.97$2,198,508+$2,188,508rebalance to target weight
Oct 5, 2026FIVEadd2.7% → to 3.0%29.192$215.93−$6,303 paid$6.30$2,198,508+$2,188,508rebalance to target weight
Oct 5, 2026CNCadd2.9% → to 3.0%18.397$64.30−$1,183 paid$1.18$2,198,508+$2,188,508rebalance to target weight
Oct 5, 2026BEtrim3.1% → to 3.0%9.540$286.65+$2,735 received$2.73−$183$2,198,508+$2,188,508rebalance to target weight
Oct 5, 2026AXTIsell26.2% → to 0.0%6,644.492$86.66+$575,812 received$575.81+$130,727$2,198,508+$2,188,508up more than 40% in the last month
Oct 5, 2026ATItrim3.1% → to 3.0%7.073$193.09+$1,366 received$1.37−$81$2,198,508+$2,188,508rebalance to target weight
Oct 5, 2026AMGNadd2.8% → to 3.0%13.029$402.98−$5,251 paid$5.25$2,198,508+$2,188,508rebalance to target weight
Live forward test starts here: Sep 28, 2026. Above: decided each day from that day’s data. Below: backtest.
Sep 28, 2026WBDtrim3.1% → to 3.0%92.267$30.90+$2,851 received$2.85+$308$2,100,844+$2,090,844rebalance to target weight
Sep 28, 2026VLOtrim3.1% → to 3.0%5.185$389.57+$2,020 received$2.02+$539$2,100,844+$2,090,844rebalance to target weight
Sep 28, 2026TGTtrim3.1% → to 3.0%18.542$158.43+$2,938 received$2.94−$41$2,100,844+$2,090,844rebalance to target weight
Sep 28, 2026SNDKadd23.4% → to 37.7%175.798$1,712.89−$301,123 paid$301.12$2,100,844+$2,090,844rebalance to target weight
Sep 28, 2026ROSTtrim3.2% → to 3.0%18.122$237.09+$4,297 received$4.30+$130$2,100,844+$2,090,844rebalance to target weight
Sep 28, 2026ROKUtrim3.1% → to 3.0%12.650$152.67+$1,931 received$1.93−$14$2,100,844+$2,090,844rebalance to target weight
Sep 28, 2026PBFtrim3.2% → to 3.0%58.726$74.39+$4,369 received$4.37+$111$2,100,844+$2,090,844rebalance to target weight
Sep 28, 2026NUEtrim3.2% → to 3.0%13.105$244.49+$3,204 received$3.20+$26$2,100,844+$2,090,844rebalance to target weight
Sep 28, 2026HLadd2.9% → to 3.0%126.899$17.01−$2,159 paid$2.16$2,100,844+$2,090,844rebalance to target weight
Sep 28, 2026FIVEtrim3.0% → to 3.0%1.639$228.00+$374 received$0.37−$31$2,100,844+$2,090,844rebalance to target weight
Sep 28, 2026CNCtrim3.0% → to 3.0%2.425$62.53+$152 received$0.15−$4$2,100,844+$2,090,844rebalance to target weight
Sep 28, 2026BEtrim3.0% → to 3.0%0.860$262.87+$226 received$0.23−$37$2,100,844+$2,090,844rebalance to target weight
Sep 28, 2026AXTItrim36.4% → to 23.3%3,725.015$73.67+$274,422 received$274.42+$24,972$2,100,844+$2,090,844rebalance to target weight
Sep 28, 2026ATIadd3.0% → to 3.0%1.717$180.67−$310 paid$0.31$2,100,844+$2,090,844rebalance to target weight
Sep 28, 2026AMGNtrim3.3% → to 3.0%16.285$418.13+$6,809 received$6.81+$398$2,100,844+$2,090,844rebalance to target weight