What the strategy would hold if rebalanced on the latest data (as of 2026-09-02 close — trailing 30D bars, so signals recompute every daily run and names can add/drop each session). Official above stays on calendar month-end locks for tradable consistency.
| # | Ticker | Company Name | Class | M1 | M2 | M2/M1 (≥0.50) | Score | Weight | Trail DD | Stop | 12M Trend |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | MRNA | Moderna, Inc. | NASDAQ | +222.86% | +171.00% | 0.77 ✓ | 30.0% | -13.5% | ✓ OK | ||
| 2 | BR | BROADRIDGE FINANCIAL SOLUTIONS, INC. | SP500 | +209.62% | +113.77% | 0.54 ✓ | 30.0% | +nan% | ✓ OK | ||
| 3 | TEAM | Atlassian Corp | NASDAQ | +101.88% | +101.62% | 1.00 ✓ | 25.0% | +nan% | ✓ OK | ||
| 4 | VEEV | VEEVA SYSTEMS INC | SP500 | +63.98% | +65.39% | 1.02 ✓ | 2.7% | -1.7% | ✓ OK | ||
| 5 | WDAY | Workday, Inc. | NASDAQ | +55.86% | +66.22% | 1.19 ✓ | 2.4% | +nan% | ✓ OK | ||
| 6 | NOW | ServiceNow, Inc. | SP500 | +48.59% | +63.09% | 1.30 ✓ | 1.8% | +nan% | ✓ OK | ||
| 7 | BG | Bunge Global SA | SP500 | +64.78% | +50.45% | 0.78 ✓ | 1.5% | +0.0% | ✓ OK | ||
| 8 | CRM | Salesforce, Inc. | SP500 | +37.40% | +55.22% | 1.48 ✓ | 1.1% | -0.5% | ✓ OK | ||
| 9 | DXCM | DEXCOM INC | NASDAQ | +50.79% | +46.16% | 0.91 ✓ | 1.0% | +nan% | ✓ OK | ||
| 10 | CTSH | COGNIZANT TECHNOLOGY SOLUTIONS CORP | NASDAQ | +22.23% | +58.86% | 2.65 ✓ | 0.9% | +nan% | ✓ OK | ||
| 11 | GEN | Gen Digital Inc. | SP500 | +55.50% | +37.55% | 0.68 ✓ | 0.8% | +nan% | ✓ OK | ||
| 12 | HPQ | HP INC | SP500 | +51.25% | +38.56% | 0.75 ✓ | 0.7% | +nan% | ✓ OK | ||
| 13 | CF | CF Industries Holdings, Inc. | SP500 | +48.90% | +39.13% | 0.80 ✓ | 0.7% | +nan% | ✓ OK | ||
| 14 | SMCI | Super Micro Computer, Inc. | NASDAQ | +32.95% | +46.01% | 1.40 ✓ | 0.7% | +nan% | ✓ OK | ||
| 15 | BBY | BEST BUY CO INC | SP500 | +51.91% | +34.95% | 0.67 ✓ | 0.6% | +nan% | ✓ OK |
HELD = in both | ▲ NEW = would enter if rebalanced today | ▼ WOULD DROP = in official but no longer in the top 15.
| Ticker | Status | Official Wt | Would-Be Wt | Δ Weight | Official # | Would-Be # |
|---|---|---|---|---|---|---|
| MRNA | HELD | 30.0% | 30.0% | +0.0% | 1 | 1 |
| TEAM | HELD | 30.0% | 25.0% | -5.0% | 2 | 3 |
| BR | HELD | 30.0% | 30.0% | +0.0% | 3 | 2 |
| VEEV | HELD | 3.1% | 2.7% | -0.4% | 4 | 4 |
| NOW | HELD | 1.5% | 1.8% | +0.3% | 5 | 6 |
| WDAY | HELD | 1.1% | 2.4% | +1.3% | 6 | 5 |
| IQV | ▼ WOULD DROP | 0.7% | — | -0.7% | 7 | — |
| CRM | HELD | 0.7% | 1.1% | +0.4% | 8 | 8 |
| DXCM | HELD | 0.6% | 1.0% | +0.4% | 9 | 9 |
| CRL | ▼ WOULD DROP | 0.5% | — | -0.5% | 10 | — |
| GEN | HELD | 0.5% | 0.8% | +0.3% | 11 | 11 |
| EL | ▼ WOULD DROP | 0.4% | — | -0.4% | 12 | — |
| CTSH | HELD | 0.4% | 0.9% | +0.5% | 13 | 10 |
| ILMN | ▼ WOULD DROP | 0.3% | — | -0.3% | 14 | — |
| ZS | ▼ WOULD DROP | 0.3% | — | -0.3% | 15 | — |
| BG | ▲ NEW | — | 1.5% | +1.5% | — | 7 |
| HPQ | ▲ NEW | — | 0.7% | +0.7% | — | 12 |
| CF | ▲ NEW | — | 0.7% | +0.7% | — | 13 |
| SMCI | ▲ NEW | — | 0.7% | +0.7% | — | 14 |
| BBY | ▲ NEW | — | 0.6% | +0.6% | — | 15 |
Set from the 2026-08-31 close (last trading day of the prior month) — the same rebalance timing the backtest uses. Locked 2026-09-01; mid-month reruns never change this allocation. Top 15 by composite momentum score (M1 + 2×M2), after eliminating decelerating names (M2 > 0) and stale accelerations (M2/M1 ≥ 0.50) — the same filters used in the backtest. Score-weighted with per-position and class caps.
Class allocation: NASDAQ: 62.7% | SP500: 37.4%
| # | Ticker | Company Name | Class | M1 | M2 | M2/M1 (≥0.50) | Score | Weight | Trail DD | Stop | 12M Trend |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | MRNA | Moderna, Inc. | NASDAQ | +205.49% | +174.76% | 0.85 ✓ | 30.0% | -13.5% | ✓ OK | ||
| 2 | TEAM | Atlassian Corp | NASDAQ | +183.09% | +179.55% | 0.98 ✓ | 30.0% | +nan% | ✓ OK | ||
| 3 | BR | BROADRIDGE FINANCIAL SOLUTIONS, INC. | SP500 | +203.21% | +112.52% | 0.55 ✓ | 30.0% | +nan% | ✓ OK | ||
| 4 | VEEV | VEEVA SYSTEMS INC | SP500 | +83.17% | +85.66% | 1.03 ✓ | 3.1% | -1.7% | ✓ OK | ||
| 5 | NOW | ServiceNow, Inc. | SP500 | +67.58% | +75.66% | 1.12 ✓ | 1.5% | +nan% | ✓ OK | ||
| 6 | WDAY | Workday, Inc. | NASDAQ | +61.32% | +69.79% | 1.14 ✓ | 1.1% | +nan% | ✓ OK | ||
| 7 | IQV | IQVIA HOLDINGS INC. | SP500 | +64.92% | +56.87% | 0.88 ✓ | 0.7% | +nan% | ✓ OK | ||
| 8 | CRM | Salesforce, Inc. | SP500 | +45.89% | +65.47% | 1.43 ✓ | 0.7% | -0.5% | ✓ OK | ||
| 9 | DXCM | DEXCOM INC | NASDAQ | +52.91% | +61.19% | 1.16 ✓ | 0.6% | +nan% | ✓ OK | ||
| 10 | CRL | CHARLES RIVER LABORATORIES INTERNATIO… | SP500 | +72.63% | +45.57% | 0.63 ✓ | 0.5% | +nan% | ✓ OK | ||
| 11 | GEN | Gen Digital Inc. | SP500 | +60.71% | +50.43% | 0.83 ✓ | 0.5% | +nan% | ✓ OK | ||
| 12 | EL | ESTEE LAUDER COMPANIES INC | SP500 | +33.36% | +61.24% | 1.84 ✓ | 0.4% | +nan% | ✓ OK | ||
| 13 | CTSH | COGNIZANT TECHNOLOGY SOLUTIONS CORP | NASDAQ | +22.08% | +61.97% | 2.81 ✓ | 0.4% | +nan% | ✓ OK | ||
| 14 | ILMN | ILLUMINA, INC. | NASDAQ | +68.56% | +37.79% | 0.55 ✓ | 0.3% | +nan% | ✓ OK | ||
| 15 | ZS | Zscaler, Inc. | NASDAQ | +44.16% | +48.13% | 1.09 ✓ | 0.3% | +nan% | ✓ OK |
Primary benchmark: QQQ (Invesco Nasdaq-100 ETF). This is what most investors compare against.
| Metric | Strategy | QQQ | EW NDX-100 |
|---|---|---|---|
| Total Return | +1271.5% | +159.3% | +132.4% |
| Ann. Return | +85.2% | +25.1% | +22.0% |
| Ann. Volatility | 44.4% | 19.5% | 17.5% |
| Sharpe Ratio | 1.92 | 1.29 | 1.25 |
| Calmar Ratio | 5.76 | 1.65 | 1.87 |
| Max Drawdown | -14.8% | -15.2% | -11.7% |
| Win Rate | 68.6% | 62.7% | 62.7% |
| Best Month | +40.9% | +15.7% | +12.4% |
| Worst Month | -14.8% | -10.5% | -8.9% |
| Months | 51 | 51 | 51 |
Parameters optimised on rolling 24-month training windows, tested on unseen 6-month windows.
Out-of-sample on unseen data — avoids look-ahead bias.
| Ann. Return | +129.1% |
| Sharpe | 2.45 |
| Max DD | -14.8% |
| Win Rate | 70% |
| Universe | 95 NDX + 415 S&P500 stocks + 27 ETFs |
| M1 Lookback | 4 months |
| M2 Lag | 2 month(s) |
| Holdings | Top 15 |
| Sizing | Score-weighted (softmax) |
| Position Cap | 30% max per ticker |
| ETF Cap | 80% total ETFs |
| Commodity Cap | 30% total commodities |
| Crypto Cap | 20% total crypto |
| Trailing Stop | 25% from peak |
| Benchmark | QQQ (Nasdaq-100 ETF) |
| Fold | Train End | Test End | Best M1 | Best M2 | Best N | OOS Sharpe | OOS Ann Ret | OOS MaxDD |
|---|---|---|---|---|---|---|---|---|
| #1 | 2023-12 | 2024-06 | 4 | 2 | 5 | 1.72 | +108.4% | -8.4% |
| #2 | 2024-06 | 2024-12 | 4 | 2 | 7 | 1.23 | +80.1% | -12.7% |
| #3 | 2024-12 | 2025-06 | 4 | 2 | 7 | 2.01 | +86.6% | -9.7% |
| #4 | 2025-06 | 2025-12 | 4 | 2 | 7 | 3.94 | +238.8% | -14.8% |
| #5 | 2025-12 | 2026-06 | 4 | 2 | 7 | 3.73 | +166.0% | -10.4% |
Trailing 12-month return each month — smooths single-month noise and shows whether alpha is growing or compressing.
Each cell = strategy return for that month. Green = positive, red = negative. Full-year column on right.
| Year | Jan | Feb | Mar | Apr | May | Jun | Jul | Aug | Sep | Oct | Nov | Dec | Full Yr |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2022 | — | — | — | — | — | — | +6.0% | -2.9% | -10.6% | +10.1% | +5.8% | -2.9% | +4.0% |
| 2023 | +9.8% | -0.4% | +11.4% | -4.5% | +18.8% | +6.3% | +40.0% | +0.0% | -7.5% | -2.8% | +3.4% | +4.3% | +99.4% |
| 2024 | -9.4% | +29.7% | +12.4% | -8.3% | +17.1% | +2.9% | -1.5% | +0.8% | +3.4% | +7.1% | +40.9% | -13.1% | +96.5% |
| 2025 | +26.8% | -7.0% | -5.3% | +1.3% | +2.3% | +13.9% | +13.7% | -14.8% | +22.3% | +28.1% | +7.7% | +3.0% | +121.9% |
| 2026 | +12.0% | +9.9% | -9.0% | +1.8% | +26.7% | +11.9% | -6.8% | +0.6% | +0.1% | — | — | — | +51.6% |
| M1 | M2lag | TopN | Sharpe | Ann Return | Ann Vol | MaxDD | Calmar | Win% |
|---|---|---|---|---|---|---|---|---|
| 4 | 2 | 7 | 1.83 | +67.4% | 36.8% | -14.1% | 4.79 | 59% |
| 5 | 1 | 7 | 1.77 | +57.1% | 32.2% | -14.0% | 4.07 | 66% |
| 5 | 1 | 5 | 1.75 | +65.0% | 37.1% | -18.9% | 3.43 | 64% |
| 4 | 2 | 5 | 1.73 | +71.9% | 41.5% | -14.2% | 5.06 | 61% |
| 4 | 2 | 10 | 1.71 | +55.6% | 32.6% | -13.8% | 4.04 | 61% |
| 5 | 1 | 10 | 1.60 | +44.1% | 27.6% | -12.8% | 3.45 | 64% |
| 5 | 2 | 5 | 1.51 | +64.0% | 42.4% | -21.0% | 3.06 | 62% |
| 4 | 1 | 5 | 1.45 | +53.8% | 37.1% | -21.2% | 2.54 | 61% |
| 2 | 2 | 7 | 1.42 | +54.3% | 38.2% | -29.0% | 1.87 | 59% |
| 2 | 2 | 5 | 1.40 | +61.0% | 43.7% | -31.4% | 1.94 | 60% |
| 4 | 1 | 10 | 1.39 | +38.7% | 27.9% | -20.7% | 1.87 | 63% |
| 3 | 2 | 7 | 1.38 | +52.5% | 38.0% | -21.4% | 2.45 | 63% |
| 5 | 2 | 10 | 1.35 | +43.5% | 32.2% | -23.3% | 1.87 | 55% |
| 3 | 2 | 5 | 1.35 | +61.7% | 45.6% | -22.4% | 2.76 | 60% |
| 3 | 1 | 10 | 1.35 | +43.6% | 32.3% | -21.9% | 1.99 | 62% |
| 5 | 2 | 7 | 1.33 | +48.5% | 36.5% | -22.3% | 2.17 | 56% |
| 4 | 1 | 7 | 1.31 | +43.2% | 32.9% | -20.2% | 2.14 | 60% |
| 3 | 1 | 5 | 1.29 | +56.0% | 43.4% | -26.6% | 2.11 | 64% |
| 2 | 2 | 10 | 1.22 | +38.3% | 31.4% | -27.8% | 1.38 | 57% |
| 2 | 1 | 5 | 1.20 | +45.5% | 37.8% | -25.6% | 1.77 | 58% |
| 2 | 1 | 7 | 1.19 | +41.8% | 35.2% | -23.6% | 1.77 | 58% |
| 3 | 1 | 7 | 1.18 | +44.0% | 37.2% | -24.3% | 1.81 | 62% |
| 3 | 2 | 10 | 1.10 | +35.0% | 31.9% | -21.5% | 1.63 | 58% |
| 2 | 1 | 10 | 1.05 | +33.5% | 31.9% | -22.7% | 1.48 | 54% |
| Month | #1 | #2 | #3 | #4 | #5 | #6 | #7 | #8 | #9 | #10 | #11 | #12 | #13 | #14 | #15 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2023-10 | HUM | ALL | PGR | BITO | EG | FANG | ACGL | UNH | CB | CASY | AMGN | KEY | WRB | CMI | GD |
| 2023-11 | CRWD | ANET | MELI | CMS | GDDY | BITO | PGR | FICO | IT | AXON | CBOE | ALL | SNPS | WTW | SBAC |
| 2023-12 | COIN | XYZ | BITO | PODD | EXPE | AMD | CMS | GDDY | NCLH | EXR | COF | COHR | DXCM | RCL | CRWD |
| 2024-01 | SMCI | XYZ | COF | COHR | AMD | COIN | TPR | ASML | RMD | BG | BLDR | NFLX | NVDA | PODD | AVGO |
| 2024-02 | SMCI | CVNA | NVDA | COF | COHR | ALGN | XYZ | BG | BLDR | AMD | APP | HOOD | TPR | UBER | DVA |
| 2024-03 | SMCI | CVNA | HOOD | SMR | APP | ARM | VST | NVDA | ALGN | EME | OKTA | WSM | SATS | FIX | CEG |
| 2024-04 | SMR | SCCO | ACGL | FLEX | FANG | TPL | EXE | XOM | USO | DVN | EOG | VLO | COPX | KR | TKO |
| 2024-05 | SMR | FSLR | SILJ | SLV | PDD | FLEX | TER | NEE | NEM | NTAP | DD | AES | BF-B | PEG | HPQ |
| 2024-06 | SMR | FSLR | HPE | TER | SATS | PODD | NEM | SILJ | NTAP | TPL | CHRW | HUM | MMM | VTR | HPQ |
| 2024-07 | CHTR | TSLA | ADBE | AAPL | TYL | LITE | FICO | PANW | FOX | VTR | AMGN | UNH | MTCH | RVTY | PODD |
| 2024-08 | GL | EFX | PLTR | FICO | ERIE | MELI | IRM | DHI | PLD | CIEN | CHTR | CBRE | MSCI | HWM | CHRW |
| 2024-09 | PLTR | APP | COF | COHR | AXON | DASH | ERIE | GL | FTNT | ADSK | LITE | ORCL | EXPE | BMY | ILMN |
| 2024-10 | APP | UAL | GEV | DASH | NCLH | SOLV | VST | ETR | VRT | AXON | PYPL | ILMN | DAL | SATS | BMY |
| 2024-11 | APP | SMR | UAL | PLTR | VST | AXON | HOOD | VRT | TPL | CRWD | IBKR | BITO | TPR | DAL | TEAM |
| 2024-12 | APP | NNE | PLTR | HOOD | TSLA | TPR | COIN | LULU | BITO | TEAM | WSM | AVGO | CRWD | EQT | DXCM |
| 2025-01 | OKTA | LULU | WSM | BA | AVGO | DLTR | GOOGL | GOOG | BX | AMZN | MCK | BKR | USO | ARM | GFS |
| 2025-02 | SMCI | CVS | HWM | MCK | VRSN | FOX | OKTA | APTV | AZN | LLY | HUM | MMM | GE | AJG | RSG |
| 2025-03 | PDD | NEM | VRSN | SMCI | GDX | MPWR | WPM | ELV | HII | CVS | KO | ABBV | MDLZ | HCA | AMT |
| 2025-04 | WPM | NEM | GDX | CVS | SILJ | MELI | PM | MOS | UBER | ED | VRTX | AMT | HII | CBOE | HCA |
| 2025-05 | SMR | NRG | CVNA | PLTR | CCJ | ZS | SMCI | MELI | APH | STX | JCI | FIX | GEV | TT | URA |
| 2025-06 | SMR | CCJ | COIN | HOOD | URA | AMD | LITE | AXON | FIX | VRT | PWR | AVGO | GEV | VST | URNM |
| 2025-07 | SMR | COIN | HOOD | FIX | VRT | GEV | WDC | LITE | TTD | ORCL | VST | COF | COHR | ANET | AMD |
| 2025-08 | SATS | LITE | APP | TER | SNDK | IVZ | WDC | UAL | NCLH | DAL | ANET | LVS | GNRC | ALB | APA |
| 2025-09 | SATS | SNDK | WBD | INTC | SILJ | MU | TER | UNH | ALB | APA | LRCX | PSKY | GDX | NEM | PDD |
| 2025-10 | SNDK | CIEN | WBD | INTC | SCCO | TSLA | TMO | REGN | UNH | AAPL | ASML | LLY | AMAT | HAL | STLD |
| 2025-11 | SNDK | CNC | ALB | WAT | LLY | UHS | BIIB | CAH | HCA | C | ALGN | FICO | REGN | ISRG | ELV |
| 2025-12 | COF | COHR | CNC | SLV | AMAT | LLY | LUV | C | CAH | ALGN | IT | WAT | MRNA | JKHY | COO |
| 2026-01 | MRNA | FCX | LUV | HII | JBHT | SLB | CCJ | MCHP | CRL | EL | ODFL | DECK | ON | STZ | DLTR |
| 2026-02 | MRNA | TPL | WPM | FCX | DECK | KEYS | GNRC | ENPH | GLW | ADI | TRGP | LUV | GEV | KVUE | DVA |
| 2026-03 | USO | LYB | APA | CCI | DOW | OXY | TPL | DD | GLW | COP | DVA | DELL | VLO | EOG | GEV |
| 2026-04 | INTC | ARM | STX | USO | MRVL | VRT | AMD | DELL | MPWR | GNRC | FIX | ON | GFS | LYB | PWR |
| 2026-05 | DELL | ARM | MRVL | INTC | FLEX | AMD | DDOG | MU | HPE | STX | NTAP | ON | QCOM | CRWD | SMCI |
| 2026-06 | MRVL | CBOE | DELL | AMD | DDOG | PANW | CASY | MU | FLEX | HUM | CRWD | BR | CMI | OKTA | HPE |
| 2026-07 | CBOE | CASY | BR | CMI | CINF | CI | CNC | BAX | ILMN | TEAM | IQV | BG | TECH | DASH | CRL |
| 2026-08 | MRNA | TEAM | BR | VEEV | NOW | WDAY | IQV | CRM | DXCM | CRL | GEN | EL | CTSH | ILMN | ZS |
| 2026-09 | MRNA | VEEV | BG | REGN | CRM | PSX | CHTR | APA | GPC | ABT | COP | TYL | MDT | COR | CAG |
For informational purposes only. Not financial advice. Past performance does not guarantee future results. Universe: 95 NDX-100 stocks (Fiscal.ai) + 27 ETFs/Commodities/Crypto (FMP). Benchmark: QQQ (Invesco Nasdaq-100 ETF).