The Brown Bear Report
The most promising signals the research has produced, the names each one is firing on now, and — for every one of them — what the evidence actually is. Names caught by a validated avoid flag are marked wherever they appear.
Brown Bear Core, the score drops, FCF/assets, V0 repair and all three avoid flags are built off-server and were last refreshed 2026-08-14. Treat the lists below as of that date, not today.
Where to look first
Two tiers. Convergent names are fired by two or more signals and caught by none of the avoid flags. Clean fires are fired by exactly one signal and caught by none. Anything carrying an avoid flag is excluded from both and listed separately underneath.
Convergent 3
- AMAT Applied Materials, Inc. Brown Bear Core + RPS and PHS drops
- PANW Palo Alto Networks, Inc. Brown Bear Core + V0 repair
- RELY RPS and PHS drops + V0 repair
Convergence is not a tested rule. No study here has ever shown that two signals firing together beats the better of the two alone — and the standing lesson from the quality work is the opposite, that composites come out weaker than their best component. This list is a convenience for finding overlaps, not a ranking, and the order carries no meaning beyond the number of signals.
Clean fires 66
Fired by one signal, caught by no avoid flag. They are listed in each signal's own card below, where the evidence for that signal sits beside them — which is the only place the name means anything.
Fired but flagged 64
- JNJ Johnson & Johnson Brown Bear Core + RPS and PHS drops Low volatility, Close at range high
- MCD McDonald's Corporation Quality oversold repair + RPS and PHS drops Low volatility
- MTL.TO RPS and PHS drops + V0 repair Low volatility
- VRSN VeriSign, Inc. FCF / assets + RPS and PHS drops Low volatility
- ABNB Airbnb, Inc. RPS and PHS drops Close at range high
- AIZ Assurant, Inc. RPS and PHS drops Low volatility
- AMCR Amcor plc RPS and PHS drops Close at range high
- AMGN Amgen Inc. RPS and PHS drops Low volatility
- ANET Arista Networks, Inc. RPS and PHS drops Close at range high
- AOS A. O. Smith Corporation RPS and PHS drops Low volatility
- BKNG Booking Holdings Inc. RPS and PHS drops Low volatility, Close at range high
- BMY Bristol-Myers Squibb Company RPS and PHS drops Low volatility
- BNY The Bank of New York Mellon Cor V0 repair Low volatility
- BRK-B Berkshire Hathaway Inc. RPS and PHS drops Low volatility, Close at range high
- BVS RPS and PHS drops Close at range high
- CAH Cardinal Health, Inc. RPS and PHS drops Low volatility
- CF CF Industries Holdings, Inc. RPS and PHS drops Low volatility
- CL Colgate-Palmolive Company RPS and PHS drops Low volatility, Close at range high
- COR Cencora, Inc. RPS and PHS drops Low volatility
- COST Costco Wholesale Corporation RPS and PHS drops Low volatility, Close at range high
- DE Deere & Company RPS and PHS drops Low volatility
- DGX Quest Diagnostics Incorporated RPS and PHS drops Low volatility, Close at range high
- DPZ Domino's Pizza, Inc. FCF / assets Low volatility
- ECL Ecolab Inc. RPS and PHS drops Low volatility, Close at range high
- FICO Fair Isaac Corporation FCF / assets Close at range high
- FOXA Fox Corporation RPS and PHS drops Close at range high
- FTNT Fortinet, Inc. Brown Bear Core Low volatility
- HCA HCA Healthcare, Inc. RPS and PHS drops Low volatility
- HONA RPS and PHS drops Close at range high
- IBEX RPS and PHS drops Low volatility
- IFF International Flavors & Fragrances Inc. RPS and PHS drops Low volatility
- INTU Intuit Inc. Quality oversold repair Close at range high
- LHX L3Harris Technologies, Inc. RPS and PHS drops Low volatility
- LULU lululemon athletica inc. RPS and PHS drops Close at range high
- MCK McKesson Corporation RPS and PHS drops Low volatility
- MPC Marathon Petroleum Corporation V0 repair Low volatility
- MSI Motorola Solutions, Inc. RPS and PHS drops Low volatility
- MTD Mettler-Toledo International Inc. RPS and PHS drops Low volatility, Close at range high
- NDSN Nordson Corporation RPS and PHS drops Low volatility
- NWSA News Corporation RPS and PHS drops Low volatility
- ORLY O'Reilly Automotive, Inc. RPS and PHS drops Low volatility
- PKG Packaging Corporation of America RPS and PHS drops Low volatility, Close at range high
- PSX Phillips 66 V0 repair Low volatility, Close at range high
- ROP Roper Technologies, Inc. RPS and PHS drops Low volatility
- S V0 repair Close at range high
- SLB SLB N.V. RPS and PHS drops Low volatility
- STT State Street Corporation V0 repair Low volatility
- SWK Stanley Black & Decker, Inc. RPS and PHS drops Close at range high
- SYK Stryker Corporation RPS and PHS drops Low volatility, Close at range high
- SYY Sysco Corporation RPS and PHS drops Low volatility, Close at range high
- TDY Teledyne Technologies Incorporated RPS and PHS drops Close at range high
- TEL TE Connectivity plc RPS and PHS drops Close at range high
- TMO Thermo Fisher Scientific Inc. RPS and PHS drops Low volatility, Close at range high
- TPR Tapestry, Inc. RPS and PHS drops Close at range high
- TRV The Travelers Companies, Inc. RPS and PHS drops Low volatility, Close at range high
- UHS Universal Health Services, Inc. RPS and PHS drops Low volatility
- URI United Rentals, Inc. RPS and PHS drops Low volatility
- VLO Valero Energy Corporation V0 repair Low volatility, Close at range high
- VRSK Verisk Analytics, Inc. Quality oversold repair Low volatility
- WEC WEC Energy Group, Inc. RPS and PHS drops Low volatility
- WFC Wells Fargo & Company RPS and PHS drops Low volatility
- WINA FCF / assets Low volatility
- WY Weyerhaeuser Company RPS and PHS drops Low volatility
- XMAX RPS and PHS drops Low volatility
Signals
Brown Bear Core
Imported from research as of 2026-08-1312 firing
The programme's flagship list: established, cash-generative companies that are leading the market, accumulated gradually while other investors are fearful and released while they are calm. The rank is the list's own order of preference. How the list is built is not published.
| Stock | Close | Rank | Avoid flags |
|---|---|---|---|
| VICR | 226.64 | 1.00 | clear |
| KRYS | 332.86 | 2.00 | clear |
| AMAT Applied Materials, Inc. | 534.54 | 3.00 | clear |
| LRCX Lam Research Corporation | 337.01 | 4.00 | clear |
| FTI | 69.62 | 5.00 | clear |
| CAT Caterpillar Inc. | 854.60 | 6.00 | clear |
| FTNT Fortinet, Inc. | 165.44 | 7.00 | Low volatility |
| FIX Comfort Systems USA, Inc. | 1,727.64 | 8.00 | clear |
| GOOGL Alphabet Inc. | 346.36 | 9.00 | clear |
| POWL | 207.98 | 10.00 | clear |
| JNJ Johnson & Johnson | 262.08 | 11.00 | Low volatility Close at range high |
| PANW Palo Alto Networks, Inc. | 396.00 | 12.00 | clear |
Screened 199 names · 12 entries recorded so far · headline 3,018% total (23.1%/yr, Sharpe 0.757) gross, no costs applied
One of the inputs behind this list was last updated 27 days ago. The names are current; treat anything time-sensitive about them with caution.
Tested out-of-sample on an independent platform — no live record yet
- Backtest
- 3,018% total return from January 2010 to August 2026, about 23.1% a year, with a Sharpe ratio of 0.757 and a worst peak-to-trough fall of 42%. Measured on QuantConnect, an independent backtesting platform using its own market data and its own universe of companies — not on this project's data. That matters: where the two have disagreed before, the independent platform has been right and the local data flattering.
- Live tracker
- A live ledger started 2026-08-14 and records the list every session. No live track record yet — everything above is a simulation, and a simulation is a hypothesis about the future, not evidence from it.
Read this too: Four things this headline does not say. (1) Most of the money was made by being invested in the stock market generally; the list's own contribution above a plain S&P 500 tracker is roughly 8.7 percentage points a year, and that is the number to judge it on. (2) No trading costs are deducted anywhere — realistically 0.7 to 1.3 percentage points a year would come off. (3) A 42% drawdown is worse than the index suffered over the same period, and the worst of it came during a relatively mild market decline, so the ride is rougher than the return implies. (4) The simulation ended holding far more positions than it was designed to hold, because of how it sells; the entry list shown here is sound, but the exit behaviour above is not fully characterised.
Quality oversold repair
Computed on this server as of 2026-08-265 firing
The regime narrative for a name with sound fundamentals whose technicals have been beaten down and are starting to mend. Computed on this server from last night's S&P 500 run, so this list is the freshest on the page.
| Stock | Confidence | Business conviction | Position health | Close | Avoid flags |
|---|---|---|---|---|---|
| VRSK Verisk Analytics, Inc. | 100.00 | 90.50 | 68.90 | 187.87 | Low volatility |
| INTU Intuit Inc. | 94.70 | 86.80 | 55.90 | 345.88 | Close at range high |
| PODD Insulet Corporation | 82.40 | 77.90 | 21.40 | 143.38 | clear |
| MCD McDonald's Corporation | 75.70 | 60.20 | 19.70 | 266.93 | Low volatility |
| DECK Deckers Outdoor Corporation | 75.20 | 74.30 | 21.60 | 89.47 | clear |
Live, measured against SPY over 133 episodes since 2026-06-23: 3d +0.48% hit 48% · n=117 5d +1.21% hit 54% · n=114 10d +2.72% hit 58% · n=104 20d +4.57% hit 70% · n=81
Live tracker only — no backtest of its own
- Backtest
- None. The regime narratives were hand-specified, not fitted, so there is no in-sample number to quote — which is why the live tracker is the whole of the evidence here.
- Live tracker
- One of only three narratives out of fifteen whose live forward returns carry the sign the narrative claims, and it strengthens with horizon. The figures on the card are measured against the S&P 500, not raw.
Read this too: Read this against its own family, which is mostly not working: the two highest-volume regime narratives are INVERTED live — support-resistance bounce and rotation-leadership upgrade both go the wrong way over more than a thousand matured episodes each. That this one reads correctly is genuine, but it sits inside a set where being correct is the exception, and the sample starts in June 2026. Treat it as a narrative that has not yet been falsified rather than one that has been confirmed.
RPS and PHS drops
Imported from research as of 2026-08-1399 firing
Names whose Rotation Progress Score or Position Health Score fell by 10 points or more from one run to the next. Counter-intuitively this is a BUY list, not a sell list — see the evidence.
PHS drops 431
After a drop, average raw return: 3d +0.95% n=2131 5d +1.53% n=1973 10d +1.88% n=1528
Showing the 60 most recent of 431.
| Stock | Dropped | Points | Avoid flags |
|---|---|---|---|
| AMGN Amgen Inc. | 2026-08-13 | -10.30 | Low volatility |
| TDY Teledyne Technologies Incorporated | 2026-08-13 | -10.40 | Close at range high |
| AZO AutoZone, Inc. | 2026-08-13 | -10.90 | clear |
| COST Costco Wholesale Corporation | 2026-08-13 | -11.00 | Low volatility Close at range high |
| LULU lululemon athletica inc. | 2026-08-13 | -11.10 | Close at range high |
| AMAT Applied Materials, Inc. | 2026-08-13 | -11.20 | clear |
| IEX IDEX Corporation | 2026-08-13 | -11.20 | clear |
| IFF International Flavors & Fragrances Inc. | 2026-08-13 | -11.30 | Low volatility |
| BMXI | 2026-08-13 | -11.70 | clear |
| FOXA Fox Corporation | 2026-08-13 | -11.70 | Close at range high |
| SYY Sysco Corporation | 2026-08-13 | -11.70 | Low volatility Close at range high |
| ALB Albemarle Corporation | 2026-08-13 | -11.90 | clear |
| DV | 2026-08-13 | -12.00 | clear |
| ROP Roper Technologies, Inc. | 2026-08-13 | -12.00 | Low volatility |
| SWK Stanley Black & Decker, Inc. | 2026-08-13 | -12.40 | Close at range high |
| CMI Cummins Inc. | 2026-08-13 | -12.60 | clear |
| NDSN Nordson Corporation | 2026-08-13 | -12.70 | Low volatility |
| LHX L3Harris Technologies, Inc. | 2026-08-13 | -12.80 | Low volatility |
| WFC Wells Fargo & Company | 2026-08-13 | -12.80 | Low volatility |
| BKNG Booking Holdings Inc. | 2026-08-13 | -12.90 | Low volatility Close at range high |
| LWLG | 2026-08-13 | -12.90 | clear |
| TRV The Travelers Companies, Inc. | 2026-08-13 | -13.10 | Low volatility Close at range high |
| RMBS | 2026-08-13 | -13.40 | clear |
| DD DuPont de Nemours, Inc. | 2026-08-13 | -13.50 | clear |
| IBEX | 2026-08-13 | -13.50 | Low volatility |
| WEC WEC Energy Group, Inc. | 2026-08-13 | -13.80 | Low volatility |
| MX | 2026-08-13 | -14.30 | clear |
| BAX Baxter International Inc. | 2026-08-13 | -14.40 | clear |
| TMO Thermo Fisher Scientific Inc. | 2026-08-13 | -14.60 | Low volatility Close at range high |
| WSM Williams-Sonoma, Inc. | 2026-08-13 | -14.60 | clear |
| XMAX | 2026-08-13 | -14.60 | Low volatility |
| AJG Arthur J. Gallagher & Co. | 2026-08-13 | -14.80 | clear |
| BVS | 2026-08-13 | -14.80 | Close at range high |
| CVX Chevron Corporation | 2026-08-13 | -15.00 | clear |
| RELY | 2026-08-13 | -15.10 | clear |
| ORLY O'Reilly Automotive, Inc. | 2026-08-13 | -15.20 | Low volatility |
| COP ConocoPhillips | 2026-08-13 | -16.00 | clear |
| MTD Mettler-Toledo International Inc. | 2026-08-13 | -16.20 | Low volatility Close at range high |
| TEL TE Connectivity plc | 2026-08-13 | -16.20 | Close at range high |
| MPWR Monolithic Power Systems, Inc. | 2026-08-13 | -16.30 | clear |
| SYK Stryker Corporation | 2026-08-13 | -16.70 | Low volatility Close at range high |
| NWSA News Corporation | 2026-08-13 | -17.00 | Low volatility |
| MRSH Marsh & McLennan Companies, Inc. | 2026-08-13 | -17.10 | clear |
| RL Ralph Lauren Corporation | 2026-08-13 | -17.70 | clear |
| JCI Johnson Controls International plc | 2026-08-13 | -18.70 | clear |
| GM General Motors Company | 2026-08-13 | -18.90 | clear |
| CL Colgate-Palmolive Company | 2026-08-13 | -19.60 | Low volatility Close at range high |
| GLW Corning Incorporated | 2026-08-13 | -19.60 | clear |
| BMY Bristol-Myers Squibb Company | 2026-08-13 | -19.90 | Low volatility |
| MTL.TO | 2026-08-13 | -20.00 | Low volatility |
| DGX Quest Diagnostics Incorporated | 2026-08-13 | -20.20 | Low volatility Close at range high |
| IDXX IDEXX Laboratories, Inc. | 2026-08-13 | -20.20 | clear |
| PKG Packaging Corporation of America | 2026-08-13 | -20.30 | Low volatility Close at range high |
| SNPS Synopsys, Inc. | 2026-08-13 | -20.40 | clear |
| MAMA | 2026-08-13 | -20.60 | clear |
| WY Weyerhaeuser Company | 2026-08-13 | -21.10 | Low volatility |
| MSI Motorola Solutions, Inc. | 2026-08-13 | -21.30 | Low volatility |
| UHS Universal Health Services, Inc. | 2026-08-13 | -21.80 | Low volatility |
| ECL Ecolab Inc. | 2026-08-13 | -22.30 | Low volatility Close at range high |
| APH Amphenol Corporation | 2026-08-13 | -23.20 | clear |
RPS drops 360
After a drop, average raw return: 3d +1.26% n=1181 5d +1.75% n=1082 10d +3.40% n=714
Showing the 60 most recent of 360.
| Stock | Dropped | Points | Avoid flags |
|---|---|---|---|
| HMR | 2026-08-13 | -10.00 | clear |
| TMO Thermo Fisher Scientific Inc. | 2026-08-13 | -10.00 | Low volatility Close at range high |
| HCA HCA Healthcare, Inc. | 2026-08-13 | -10.20 | Low volatility |
| JCI Johnson Controls International plc | 2026-08-13 | -10.20 | clear |
| MTD Mettler-Toledo International Inc. | 2026-08-13 | -10.20 | Low volatility Close at range high |
| VLTO Veralto Corporation | 2026-08-13 | -10.50 | clear |
| ALB Albemarle Corporation | 2026-08-13 | -10.60 | clear |
| HLT Hilton Worldwide Holdings Inc. | 2026-08-13 | -10.80 | clear |
| CAH Cardinal Health, Inc. | 2026-08-13 | -10.90 | Low volatility |
| AMGN Amgen Inc. | 2026-08-13 | -11.00 | Low volatility |
| AME AMETEK, Inc. | 2026-08-13 | -11.10 | clear |
| BRK-B Berkshire Hathaway Inc. | 2026-08-13 | -11.30 | Low volatility Close at range high |
| EME EMCOR Group, Inc. | 2026-08-13 | -11.30 | clear |
| ANET Arista Networks, Inc. | 2026-08-13 | -11.40 | Close at range high |
| IFF International Flavors & Fragrances Inc. | 2026-08-13 | -11.40 | Low volatility |
| BAX Baxter International Inc. | 2026-08-13 | -11.50 | clear |
| DOV Dover Corporation | 2026-08-13 | -11.50 | clear |
| LULU lululemon athletica inc. | 2026-08-13 | -11.50 | Close at range high |
| XE | 2026-08-13 | -11.50 | clear |
| COHR Coherent Corp. | 2026-08-13 | -11.60 | clear |
| DMRC | 2026-08-13 | -11.80 | clear |
| EL The Estée Lauder Companies Inc. | 2026-08-13 | -11.80 | clear |
| AIZ Assurant, Inc. | 2026-08-13 | -12.00 | Low volatility |
| JNJ Johnson & Johnson | 2026-08-13 | -12.00 | Low volatility Close at range high |
| CF CF Industries Holdings, Inc. | 2026-08-13 | -12.20 | Low volatility |
| GLW Corning Incorporated | 2026-08-13 | -12.20 | clear |
| WSM Williams-Sonoma, Inc. | 2026-08-13 | -12.20 | clear |
| MCD McDonald's Corporation | 2026-08-13 | -12.90 | Low volatility |
| AOS A. O. Smith Corporation | 2026-08-13 | -13.10 | Low volatility |
| MCK McKesson Corporation | 2026-08-13 | -13.80 | Low volatility |
| NDSN Nordson Corporation | 2026-08-13 | -14.10 | Low volatility |
| VRSN VeriSign, Inc. | 2026-08-13 | -14.30 | Low volatility |
| UHS Universal Health Services, Inc. | 2026-08-13 | -14.50 | Low volatility |
| PPG PPG Industries, Inc. | 2026-08-13 | -14.60 | clear |
| SLB SLB N.V. | 2026-08-13 | -14.60 | Low volatility |
| TER Teradyne, Inc. | 2026-08-13 | -14.60 | clear |
| SIDU | 2026-08-13 | -15.00 | clear |
| XMAX | 2026-08-13 | -15.10 | Low volatility |
| ITW Illinois Tool Works Inc. | 2026-08-13 | -15.20 | clear |
| AMCR Amcor plc | 2026-08-13 | -15.40 | Close at range high |
| DE Deere & Company | 2026-08-13 | -15.40 | Low volatility |
| OR | 2026-08-13 | -15.50 | clear |
| MOS The Mosaic Company | 2026-08-13 | -15.60 | clear |
| HONA | 2026-08-13 | -16.20 | Close at range high |
| APH Amphenol Corporation | 2026-08-13 | -16.80 | clear |
| LWLG | 2026-08-13 | -17.00 | clear |
| ABNB Airbnb, Inc. | 2026-08-13 | -17.10 | Close at range high |
| BKNG Booking Holdings Inc. | 2026-08-13 | -17.30 | Low volatility Close at range high |
| ECL Ecolab Inc. | 2026-08-13 | -17.60 | Low volatility Close at range high |
| CRH CRH plc | 2026-08-13 | -17.80 | clear |
| HD The Home Depot, Inc. | 2026-08-13 | -18.20 | clear |
| URI United Rentals, Inc. | 2026-08-13 | -18.40 | Low volatility |
| MRSH Marsh & McLennan Companies, Inc. | 2026-08-13 | -18.60 | clear |
| SYK Stryker Corporation | 2026-08-13 | -18.60 | Low volatility Close at range high |
| DVN Devon Energy Corporation | 2026-08-13 | -19.10 | clear |
| TPR Tapestry, Inc. | 2026-08-13 | -20.00 | Close at range high |
| COR Cencora, Inc. | 2026-08-13 | -20.50 | Low volatility |
| IDXX IDEXX Laboratories, Inc. | 2026-08-13 | -21.90 | clear |
| CSCO Cisco Systems, Inc. | 2026-08-13 | -26.10 | clear |
| MSI Motorola Solutions, Inc. | 2026-08-13 | -28.10 | Low volatility |
Live event study — well powered, and unflattering to our own scores
- Backtest
- None by design. Business conviction is roughly 90% fundamentals and cannot be reconstructed historically without point-in-time data, so this could only ever be answered forward, on real scores as they accrue. That is the right way to have built it.
- Live tracker
- Across thousands of matured events, a drop of 10 points or more is followed by POSITIVE returns and a jump by negative ones — consistently, for both RPS and PHS, at 3, 5 and 10 days. The most likely reading is that the scores lag price: they rise after a move has happened and fall after a pullback, so buying the drop is buying the dip.
Read this too: This is a real, live, well-powered finding and it is unflattering to Brown Bear's own scoring system — that is exactly why it is on this page. Two limits. The returns are raw, not measured against the S&P 500, so some of the gain is simply the market going up. And the sample starts in June 2026, which is a single market regime. Note also that the BCS leg behaves differently and is deliberately not shown: a large move in business conviction is followed by negative returns in EITHER direction.
FCF / assets
Imported from research as of 2026-07-2912 firing
The names ranking highest on free cash flow as a share of total assets. This is the measure that survived testing — not FCF as a share of revenue, which is the one shown elsewhere on this site.
| Stock | FCF / assets | Avoid flags |
|---|---|---|
| WINA | 1.80 | Low volatility |
| VRSN VeriSign, Inc. | 0.81 | Low volatility |
| BCRX | 0.67 | clear |
| DAVE | 0.59 | clear |
| SEZL | 0.52 | clear |
| OPFI | 0.51 | clear |
| NVDA NVIDIA Corporation | 0.47 | clear |
| MANH | 0.45 | clear |
| CARG | 0.44 | clear |
| FICO Fair Isaac Corporation | 0.41 | Close at range high |
| RNG | 0.40 | clear |
| DPZ Domino's Pizza, Inc. | 0.39 | Low volatility |
1,063 names ranked · 1 cohorts registered, 0 matured · 20 needed before this can be read at all
Real, but not ours — a published factor, replicated here
- Backtest
- FCF/assets and operating-cash-flow/assets both survived on the Brown Bear universe, while every accrual-based measure died. That reopened an axis three earlier studies had closed.
- Live tracker
- A live shadow race is running with the ranked cohort recorded in full. No cohort has matured yet, and by design that will take years.
Read this too: Two things must be said with this one. First, it is a replication of a published academic result (Ball and others, 2016), not a Brown Bear discovery — presenting it as proprietary would be a misrepresentation. Second, do NOT build a quality score out of it: the standing lesson from this work is that the composite comes out weaker than its best component. The unit of inference is the cohort date, roughly four independent periods a year, so a positive number two years from now is not confirmation.
V0 repair
Imported from research as of 2026-08-1312 firing
The book held by the repair arm of the V0 live race. The names marked "differs" are the ones the repair arm holds that the plain baseline arm does not — that difference IS the hypothesis being tested.
| Stock | Differs from baseline | Avoid flags |
|---|---|---|
| BNY The Bank of New York Mellon Cor | no | Low volatility |
| FIVN | no | clear |
| MPC Marathon Petroleum Corporation | no | Low volatility |
| MTL.TO | no | Low volatility |
| OOMA | no | clear |
| PANW Palo Alto Networks, Inc. | no | clear |
| PSX Phillips 66 | yes | Low volatility Close at range high |
| RELY | no | clear |
| S | no | Close at range high |
| STT State Street Corporation | no | Low volatility |
| TRT | no | clear |
| VLO Valero Energy Corporation | no | Low volatility Close at range high |
baseline +10.74% over 21 sessions repair +11.98% over 21 sessions
Accruing — far too early to read
- Backtest
- The factor set this arm modifies rests on a five-year, single-bear panel and the leave-one-out test that justified its shape has never been re-run on the deeper spine. That gap is known and recorded.
- Live tracker
- A frozen two-arm race: baseline against repair, marked daily. The design is sound — the runtime discriminates between two live hypotheses rather than between a signal and nothing.
Read this too: Weeks of data, not years. The return figures shown are for the whole arm over a handful of weeks and are dominated by market direction; annualised or risk-adjusted versions of them would be meaningless at this sample size and are deliberately not shown. Nothing here should be read as evidence in either direction yet.
Avoid flags
These describe conditions that have been found to precede under-performance. A name on one of these lists is marked wherever it appears in a buy signal above. They are not sell signals: the research separately found that a failed position is positive-expectancy to keep, and none of these flags has ever been tested as an exit rule.
Low volatility
Imported from research as of 2026-08-13 266 flagged
Names that are consistently quiet — low realised volatility, low beta, low correlation to the market and small overnight gaps. Meeting three of those four flags the name.
Matured 60-day excess return since flagged: seed -9.40% median · hit 74% · n=275 out of sample no matured episodes yet
Showing the 60 most extreme of 266. The cross-reference against the buy signals above uses all 266.
| Stock | Volatility | Beta | Since flagged | Also flagged |
|---|---|---|---|---|
| WINA | 0.41 | 0.60 | -15.73 | — |
| EBAY eBay Inc. | 0.33 | 0.74 | -14.35 | Close at range high |
| DOC Healthpeak Properties, Inc. | 0.42 | 0.58 | -13.80 | — |
| NI NiSource Inc. | 0.20 | 0.06 | -12.69 | — |
| MO Altria Group, Inc. | 0.28 | -0.48 | -12.57 | — |
| LIN Linde plc | 0.20 | 0.08 | -12.49 | — |
| FIS Fidelity National Information Services, Inc. | 0.39 | 0.22 | -12.36 | — |
| EXEL | 0.38 | 0.60 | -12.20 | — |
| DTE DTE Energy Company | 0.21 | -0.15 | -11.92 | — |
| YUM Yum! Brands, Inc. | 0.23 | 0.12 | -10.59 | — |
| CMS CMS Energy Corporation | 0.21 | -0.23 | -10.12 | — |
| CF CF Industries Holdings, Inc. | 0.42 | -1.40 | -10.10 | — |
| PNW Pinnacle West Capital Corporation | 0.20 | -0.22 | -9.21 | — |
| MAR Marriott International, Inc. | 0.24 | 0.86 | -8.83 | — |
| MGM MGM Resorts International | 0.46 | 0.83 | -8.58 | — |
| AVB | 0.23 | 0.35 | -8.40 | — |
| CNP CenterPoint Energy, Inc. | 0.20 | -0.19 | -8.30 | — |
| LNT Alliant Energy Corporation | 0.20 | -0.18 | -8.18 | — |
| MSCI MSCI Inc. | 0.30 | 0.41 | -8.14 | — |
| WEC WEC Energy Group, Inc. | 0.19 | -0.20 | -7.93 | — |
| KR The Kroger Co. | 0.32 | -0.86 | -7.88 | — |
| AEP American Electric Power Company, Inc. | 0.22 | -0.16 | -7.71 | — |
| UDR UDR, Inc. | 0.23 | 0.24 | -7.55 | — |
| ESS Essex Property Trust, Inc. | 0.19 | 0.23 | -7.34 | Heavy buying, weak RSI |
| ED Consolidated Edison, Inc. | 0.19 | -0.47 | -7.18 | — |
| EVRG Evergy, Inc. | 0.19 | -0.16 | -6.78 | — |
| MELI | 0.33 | 0.94 | -6.71 | — |
| WMB The Williams Companies, Inc. | 0.25 | -0.13 | -6.68 | — |
| WST West Pharmaceutical Services, Inc. | 0.36 | 0.66 | -6.63 | — |
| GWW W.W. Grainger, Inc. | 0.23 | 0.68 | -6.48 | — |
| SRE Sempra | 0.21 | 0.02 | -6.47 | — |
| VRSK Verisk Analytics, Inc. | 0.37 | -0.27 | -6.32 | — |
| SPG Simon Property Group, Inc. | 0.21 | 0.32 | -6.18 | — |
| STE STERIS plc | 0.31 | 0.54 | -6.11 | Close at range high |
| CPT Camden Property Trust | 0.22 | 0.21 | -5.97 | — |
| SPGI S&P Global Inc. | 0.34 | 0.32 | -5.92 | — |
| AEE Ameren Corporation | 0.22 | -0.19 | -5.85 | — |
| COR Cencora, Inc. | 0.25 | -0.31 | -5.83 | — |
| MCO Moody's Corporation | 0.28 | 0.48 | -5.57 | — |
| BXP BXP, Inc. | 0.27 | 0.64 | -5.47 | — |
| WM Waste Management, Inc. | 0.25 | -0.50 | -5.16 | — |
| CINF Cincinnati Financial Corporation | 0.22 | -0.04 | -5.05 | Close at range high |
| FRT Federal Realty Investment Trust | 0.18 | 0.21 | -5.01 | — |
| MCD McDonald's Corporation | 0.22 | 0.02 | -5.01 | — |
| NVR NVR, Inc. | 0.32 | 0.57 | -4.97 | — |
| SO The Southern Company | 0.20 | -0.27 | -4.97 | — |
| PG The Procter & Gamble Company | 0.24 | -0.02 | -4.89 | Close at range high |
| DOW Dow Inc. | 0.37 | -0.55 | -4.86 | — |
| TECH Bio-Techne Corporation | 0.66 | 0.91 | -4.86 | — |
| EQR | 0.19 | 0.12 | -4.85 | — |
| D Dominion Energy, Inc. | 0.28 | -0.04 | -4.79 | — |
| FITB Fifth Third Bancorp | 0.26 | 0.77 | -4.75 | Close at range high |
| CCI Crown Castle Inc. | 0.33 | 0.04 | -4.72 | — |
| TTWO Take-Two Interactive Software, Inc. | 0.35 | 0.81 | -4.55 | — |
| TMTS | 0.02 | 0.00 | -4.55 | — |
| OTIS Otis Worldwide Corporation | 0.22 | 0.41 | -4.36 | Close at range high |
| KO The Coca-Cola Company | 0.24 | -0.26 | -4.32 | Close at range high |
| LVS Las Vegas Sands Corp. | 0.31 | 0.72 | -4.32 | — |
| NBIX | 0.37 | 0.71 | -4.32 | — |
| PKG Packaging Corporation of America | 0.31 | 0.72 | -4.23 | Close at range high |
The best-evidenced avoid in the system
- Backtest
- The broadest effect in the whole dataset, era-stable and found five separate ways: low beta −4.1pp over 60 days, low correlation to the market −5.7pp (identical in both halves of the sample), low average true range −5.0pp, low volatility −4.4pp, small gaps −3.6pp. Combined with weak 12-month returns it reaches −8.0pp.
- Live tracker
- By far the best-populated flag on the page, and the live shape matches the backtest: the penalty deepens monotonically with horizon, exactly as predicted.
Read this too: The study's own qualification: the penalty concentrates in rising markets and mildly REVERSES in 2022 and 2024. In a genuine bear year, low volatility defends. This is a bull-leaning tilt, not a timing signal — and the panel it was found on contains only one mild bear, so that caveat has never actually been tested.
Heavy buying, weak RSI
Imported from research as of 2026-08-13 1 flagged
Price absorbing heavy buying without going up: up-volume running at nearly twice down-volume while the 14-day RSI stays at or below 45.
Matured 60-day excess return since flagged: seed -6.93% median · hit 62% · n=8 out of sample no matured episodes yet
| Stock | Up/down volume | RSI | Since flagged | Also flagged |
|---|---|---|---|---|
| ESS Essex Property Trust, Inc. | 2.20 | 36.30 | -2.14 | Low volatility |
Strong backtest, no live power
- Backtest
- −7.9pp over 60 days, and −13.2pp once weak 12-month returns are added — the single deepest negative cell found anywhere in the search, and negative in every year from 2022 to 2025. The study calls it a genuinely novel negative.
- Live tracker
- Almost nothing. The flag fires roughly a dozen times in six months, so there is no live power to speak of and there will not be for a long time.
Read this too: At this sample size the live mean and median disagree violently — a strongly positive mean sitting on a strongly negative median, which is the signature of one name dominating the average. Read the backtest, treat the live column as decorative, and check the underlying names before quoting any figure from it.
Close at range high
Imported from research as of 2026-08-13 137 flagged
Names closing near the top of their daily range persistently over 20 days — the top fifth of the cross-section. Intrabar exhaustion.
Matured 60-day excess return since flagged: seed no matured episodes out of sample no matured episodes yet
Showing the 60 most extreme of 137. The cross-reference against the buy signals above uses all 137.
| Stock | Close in range | Since flagged | Also flagged |
|---|---|---|---|
| TPR Tapestry, Inc. | 0.55 | -19.87 | — |
| EBAY eBay Inc. | 0.59 | -15.95 | Low volatility |
| CINF Cincinnati Financial Corporation | 0.55 | -11.41 | Low volatility |
| CMP | 0.53 | -11.33 | — |
| SYK Stryker Corporation | 0.57 | -9.81 | Low volatility |
| CDW CDW Corporation | 0.57 | -8.03 | — |
| OTIS Otis Worldwide Corporation | 0.55 | -7.09 | Low volatility |
| PG The Procter & Gamble Company | 0.54 | -5.82 | Low volatility |
| SWRD | 0.62 | -4.80 | — |
| FITB Fifth Third Bancorp | 0.58 | -4.75 | Low volatility |
| PLD Prologis, Inc. | 0.54 | -4.60 | Low volatility |
| ECL Ecolab Inc. | 0.57 | -4.28 | Low volatility |
| BRK-B Berkshire Hathaway Inc. | 0.58 | -3.35 | Low volatility |
| NEM Newmont Corporation | 0.57 | -3.25 | — |
| PFG Principal Financial Group, Inc. | 0.58 | -3.05 | Low volatility |
| LULU lululemon athletica inc. | 0.55 | -2.79 | — |
| ONDS | 0.56 | -2.79 | — |
| BAC Bank of America Corporation | 0.55 | -2.65 | Low volatility |
| APA APA Corporation | 0.58 | -2.48 | — |
| LOW Lowe's Companies, Inc. | 0.58 | -2.32 | Low volatility |
| BF-B Brown-Forman Corporation | 0.56 | -2.28 | Low volatility |
| BVS | 0.56 | -2.26 | — |
| BRO Brown & Brown, Inc. | 0.54 | -2.18 | Low volatility |
| SWK Stanley Black & Decker, Inc. | 0.58 | -2.08 | — |
| KVUE Kenvue Inc. | 0.56 | -1.83 | Low volatility |
| CHTR Charter Communications, Inc. | 0.56 | -1.79 | — |
| DGX Quest Diagnostics Incorporated | 0.56 | -1.57 | Low volatility |
| CHD Church & Dwight Co., Inc. | 0.53 | -1.34 | Low volatility |
| CL Colgate-Palmolive Company | 0.56 | -1.29 | Low volatility |
| ERIE Erie Indemnity Company | 0.58 | -1.27 | — |
| AVY Avery Dennison Corporation | 0.59 | -1.26 | Low volatility |
| EW Edwards Lifesciences Corporation | 0.58 | -1.22 | Low volatility |
| CRL Charles River Laboratories International, Inc. | 0.56 | -1.21 | — |
| STE STERIS plc | 0.57 | -1.19 | Low volatility |
| SYY Sysco Corporation | 0.56 | -1.01 | Low volatility |
| WMT Walmart Inc. | 0.58 | -0.95 | Low volatility |
| PNC The PNC Financial Services Group, Inc. | 0.57 | -0.92 | Low volatility |
| JPM JPMorgan Chase & Co. | 0.55 | -0.91 | Low volatility |
| AAPL Apple Inc. | 0.63 | -0.84 | Low volatility |
| NOW ServiceNow, Inc. | 0.56 | -0.78 | — |
| GPC Genuine Parts Company | 0.58 | -0.76 | Low volatility |
| J Jacobs Solutions Inc. | 0.54 | -0.75 | Low volatility |
| USB U.S. Bancorp | 0.54 | -0.74 | Low volatility |
| CTSH Cognizant Technology Solutions Corporation | 0.57 | -0.71 | — |
| ILMN | 0.61 | -0.70 | Low volatility |
| BKNG Booking Holdings Inc. | 0.56 | -0.66 | Low volatility |
| TWST | 0.57 | -0.63 | — |
| AON Aon plc | 0.57 | -0.60 | Low volatility |
| NFLX Netflix, Inc. | 0.55 | -0.38 | Low volatility |
| KO The Coca-Cola Company | 0.57 | -0.37 | Low volatility |
| HBAN Huntington Bancshares Incorporated | 0.53 | -0.31 | Low volatility |
| IBM International Business Machines Corporation | 0.56 | -0.28 | — |
| WAT Waters Corporation | 0.56 | -0.20 | — |
| SW Smurfit Westrock Plc | 0.59 | -0.14 | — |
| JKHY Jack Henry & Associates, Inc. | 0.56 | -0.12 | Low volatility |
| GPN Global Payments Inc. | 0.59 | 0.00 | — |
| JNJ Johnson & Johnson | 0.58 | 0.00 | Low volatility |
| ZETA | 0.58 | 0.00 | — |
| EOG EOG Resources, Inc. | 0.59 | 0.00 | Low volatility |
| FANG Diamondback Energy, Inc. | 0.59 | 0.00 | Low volatility |
Instrumented but unmeasured — weakest item on the page
- Backtest
- −1.92pp over 60 days, in both halves of the sample and within-ticker. The research ledger rates this low confidence: it is the weakest of the avoid set by a wide margin, it is in-sample, it is bull-heavy, and it emerged from a three-stage arc in which the original hypothesis was killed and the family was shown not to stack.
- Live tracker
- None whatsoever — zero matured episodes in both the seed and live columns. It is wired and recording, and that is all.
Read this too: This flag currently has NO data behind it in either column. It is on the page so that a name it catches is disclosed rather than hidden, but it should not on its own change a decision, and it is the one item here that a hostile reader would be right to discount entirely.
How to read this page
Every card carries its own source and date. Computed on this server means the list was rebuilt from last night's run. Imported from research means it was built where the research data lives and shipped here — those signals cannot run on this machine, and rebuilding approximations of them under the same names would be worse than importing them late.
Nothing on this page is wired into any decision. No signal here sizes a position, fills a slot, or triggers a trade. Several of them are recorded specifically because they have not yet been shown to work, and the live trackers exist to find that out. Where a signal has no matured out-of-sample data, the page says so rather than showing an in-sample number in its place.
Returns described as excess are measured against the S&P 500; returns described as raw are not, and in a rising market a positive raw number may be no achievement at all. No figure anywhere on this page has trading costs deducted. On Brown Bear Core that is worth roughly 0.7 to 1.3 percentage points a year — set against an edge over the index of about 8.7 points a year, it is a real bite, not a rounding error.