Model Proof
Prove whether high scores worked.
Start with top-score outcomes versus the S&P 500 baseline, then inspect the distributions and raw archived rows behind the proof.
Model Proof
2026-07-24 · 5D
Model Proof
Do high Cursor_18.25 scores perform better?
Compare top score groups against the same-day S&P 500 baseline using archived forward returns.
Forward outcomes are still pending.
Choose an older snapshot or a shorter horizon to see checked model proof metrics.
Model Proof uses archived market data to evaluate research quality. It is not a trading result, prediction, or financial advice.
Main score distribution
X axis shows score ranges: 50 → 75. Bar-top labels show count.
5D momentum v2 distribution
X axis shows score ranges: 0 → 50. Bar-top labels show count.
Score with momentum v2 distribution
X axis shows score ranges: 65 → 120. Bar-top labels show count.
Dollar volume distribution
X axis shows bucket midpoint: 10^7.9 → 10^10.2. Bar-top labels show count.
Risk level distribution
5D forward return distribution
No chart data yet.
Live comparison
Which chart looks strongest? · 2026-07-24 · 5D
How to read Corr, R², and n
Each scatter chart shows sample size, correlation, and explanatory power in the top-right box.
n (sample size)
| Level | Approx. |
|---|---|
| Best | 400+ (near full checked universe) |
| Usable | 200+ |
| Caution | <100 (Corr / R² can swing easily) |
A small n can look good by chance even when Corr looks attractive.
Corr (correlation)
The model goal is higher score → higher forward return, so positive Corr is preferred.
| Corr | Meaning |
|---|---|
| +0.15 ~ +0.30 | Decent for noisy short-term stock returns |
| +0.30+ | Strong; check whether it repeats across dates |
| ~0 | Little linear relationship |
| < 0 | Direction reversed for this horizon |
R² (explanatory power, shown as %)
R² will usually stay low. Do not expect 50% or 80%.
| R² | Meaning |
|---|---|
| <2% | Very weak; score barely explains return |
| 2% ~ 8% | Normal and usable for short-term finance research |
| 8% ~ 15% | Relatively strong; worth a closer look |
| >15% | Uncommon; check sample size and sparse buckets |
Compare across the five charts: prefer the chart with positive Corr and the highest R².
Score vs outcome scatter
Pick a Y-axis tab. Five factor charts per tab instead of scrolling fifteen on one page.
Score with momentum v2 vs forward return
Outcome data is pending for this date/horizon. Pending rows: 120.
Main score vs forward return
Outcome data is pending for this date/horizon. Pending rows: 120.
5D momentum v2 vs forward return
Outcome data is pending for this date/horizon. Pending rows: 120.
Technical signals vs forward return
Outcome data is pending for this date/horizon. Pending rows: 120.
Money flow vs forward return
Outcome data is pending for this date/horizon. Pending rows: 120.
Score with momentum v2 vs max runup
Outcome data is pending for this date/horizon. Pending rows: 120.
Main score vs max runup
Outcome data is pending for this date/horizon. Pending rows: 120.
5D momentum v2 vs max runup
Outcome data is pending for this date/horizon. Pending rows: 120.
Technical signals vs max runup
Outcome data is pending for this date/horizon. Pending rows: 120.
Money flow vs max runup
Outcome data is pending for this date/horizon. Pending rows: 120.
Score with momentum v2 vs max drawdown
Outcome data is pending for this date/horizon. Pending rows: 120.
Main score vs max drawdown
Outcome data is pending for this date/horizon. Pending rows: 120.
5D momentum v2 vs max drawdown
Outcome data is pending for this date/horizon. Pending rows: 120.
Technical signals vs max drawdown
Outcome data is pending for this date/horizon. Pending rows: 120.
Money flow vs max drawdown
Outcome data is pending for this date/horizon. Pending rows: 120.
| Symbol | Score | Risk / Volume | Forward outcome | Status |
|---|---|---|---|---|
| # US.SLB Schlumberger | 115.1 68.1/110 · 47/50 | Medium $1.51B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PKG Packaging Corporation of America | 103.8 59.8/110 · 44/50 | Medium $362.28M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.IP International Paper | 103.7 56.7/110 · 47/50 | Elevated $504.44M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.WAB Wabtec | 100.9 63.9/110 · 37/50 | Medium $457.14M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.SW Smurfit Westrock | 100.5 60.5/110 · 40/50 | Elevated $433.73M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.DLR Digital Realty | 98.7 57.7/110 · 41/50 | Medium $2.14B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.LMT Lockheed Martin | 98.1 62.1/110 · 36/50 | Low $1.01B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.WELL Welltower | 93.6 66.6/110 · 27/50 | Medium $834.93M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.TRV Travelers Companies (The) | 93.4 69.4/110 · 24/50 | Medium $981.94M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.T AT&T | 91 58/110 · 33/50 | Medium $1.95B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.WRB W. R. Berkley Corporation | 91 69/110 · 22/50 | Medium $147.29M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.HIG Hartford (The) | 90 75/110 · 15/50 | Medium $362.64M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.EMR Emerson Electric | 88.3 58.3/110 · 30/50 | Medium $553.89M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.HWM Howmet Aerospace | 87.4 64.4/110 · 23/50 | Medium $610.83M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.LH Labcorp | 86.2 71.2/110 · 15/50 | Medium $271.93M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.VZ Verizon | 85.6 64.6/110 · 21/50 | Medium $1.89B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.RTX RTX Corporation | 84.3 63.3/110 · 21/50 | Medium $1.25B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.SJM J.M. Smucker Company (The) | 83.8 60.8/110 · 23/50 | Medium $127.73M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PLD Prologis | 82.6 71.6/110 · 11/50 | Medium $944.15M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.NSC Norfolk Southern | 82.3 66.3/110 · 16/50 | Medium $418.69M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.UHS Universal Health Services | 82.3 58.3/110 · 24/50 | Elevated $249.54M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PCG PG&E Corporation | 82.2 65.2/110 · 17/50 | Medium $585.86M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.VTR Ventas | 82.1 59.1/110 · 23/50 | Medium $288.72M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.DGX Quest Diagnostics | 81.3 58.3/110 · 23/50 | Medium $351.38M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.DUK Duke Energy | 81.1 62.1/110 · 19/50 | Low $372.83M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.JPM JPMorgan Chase | 80.8 59.8/110 · 21/50 | Medium $2.65B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ALL Allstate | 80.5 59.5/110 · 21/50 | Medium $278.17M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PRU Prudential Financial | 80.4 71.4/110 · 9/50 | Medium $203.20M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.UNP Union Pacific Corporation | 80.4 68.4/110 · 12/50 | Medium $1.13B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.TMO Thermo Fisher Scientific | 80.3 61.3/110 · 19/50 | Medium $1.67B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.BX Blackstone Inc. | 80.1 66.1/110 · 14/50 | Medium $808.55M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MTB M&T Bank | 80.1 68.1/110 · 12/50 | Medium $314.32M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.KMI Kinder Morgan | 80 73/110 · 7/50 | Medium $307.53M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ICE Intercontinental Exchange | 79.7 56.7/110 · 23/50 | Medium $526.99M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.VRSN Verisign | 79.5 60.5/110 · 19/50 | Medium $585.59M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MMM 3M | 79.3 61.3/110 · 18/50 | Medium $707.97M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ALLE Allegion | 79 58/110 · 21/50 | Medium $262.40M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.AMGN Amgen | 78.3 67.3/110 · 11/50 | Medium $937.77M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.TDY Teledyne Technologies | 78.3 69.3/110 · 9/50 | Elevated $192.41M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PCAR Paccar | 78.1 63.1/110 · 15/50 | Medium $502.22M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.TXT Textron | 78.1 58.1/110 · 20/50 | Medium $98.26M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.BALL Ball Corporation | 77.7 67.7/110 · 10/50 | Medium $85.43M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.IR Ingersoll Rand | 77.6 68.6/110 · 9/50 | Medium $266.63M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.HPQ HP Inc. | 77.5 53.5/110 · 24/50 | Elevated $299.45M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.AMP Ameriprise Financial | 77.4 68.4/110 · 9/50 | Medium $260.11M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.EQIX Equinix | 77.2 56.2/110 · 21/50 | Medium $848.85M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.FE FirstEnergy | 76.8 58.8/110 · 18/50 | Medium $145.89M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PH Parker Hannifin | 76.7 61.7/110 · 15/50 | Medium $688.12M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.NEE NextEra Energy | 76.6 63.6/110 · 13/50 | Low $1.05B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MET MetLife | 76.4 63.4/110 · 13/50 | Low $430.84M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CF CF Industries | 76.3 65.3/110 · 11/50 | Medium $177.45M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.NDAQ Nasdaq, Inc. | 76.1 69.1/110 · 7/50 | Medium $373.36M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PPL PPL Corporation | 75.9 60.9/110 · 15/50 | Low $486.00M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CTVA Corteva | 75.4 71.4/110 · 4/50 | Medium $221.71M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ABT Abbott Laboratories | 75.1 60.1/110 · 15/50 | Medium $1.07B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.FRT Federal Realty Investment Trust | 74.8 63.8/110 · 11/50 | Medium $124.39M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.SMCI Supermicro | 74.8 51.8/110 · 23/50 | Elevated $1.49B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ACGL Arch Capital Group | 74.7 61.7/110 · 13/50 | Medium $258.68M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CSX CSX Corporation | 74.6 60.6/110 · 14/50 | Medium $761.32M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.INCY Incyte | 74.5 65.5/110 · 9/50 | Medium $142.02M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.TPL Texas Pacific Land Corporation | 74.5 67.5/110 · 7/50 | Elevated $76.97M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.URI United Rentals | 74 59/110 · 15/50 | Elevated $560.06M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.HST Host Hotels & Resorts | 73.9 65.9/110 · 8/50 | Medium $199.40M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.AME Ametek | 73.8 64.8/110 · 9/50 | Medium $264.09M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.JNJ Johnson & Johnson | 73.6 64.6/110 · 9/50 | Medium $1.67B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ARES Ares Management | 73.3 64.3/110 · 9/50 | Elevated $230.02M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.BMY Bristol Myers Squibb | 73.3 66.3/110 · 7/50 | Medium $749.50M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.EQT EQT Corporation | 73.3 58.3/110 · 15/50 | Medium $354.35M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.GD General Dynamics | 73.2 60.2/110 · 13/50 | Low $579.66M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.LDOS Leidos | 72.7 52.7/110 · 20/50 | Elevated $133.51M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.AFL Aflac | 72.5 62.5/110 · 10/50 | Medium $190.74M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.BAC Bank of America | 72.4 63.4/110 · 9/50 | Medium $1.80B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ODFL Old Dominion | 72.4 64.4/110 · 8/50 | Medium $346.57M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.HON Honeywell | 72.2 60.2/110 · 12/50 | Medium $929.44M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.OKE Oneok | 71.9 65.9/110 · 6/50 | Medium $413.28M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CPAY Corpay | 71.8 63.8/110 · 8/50 | Medium $99.83M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.HAS Hasbro | 71.8 56.8/110 · 15/50 | Elevated $148.79M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CB Chubb Limited | 71.7 65.7/110 · 6/50 | Medium $797.85M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CASY Casey's | 71.6 66.6/110 · 5/50 | Medium $215.49M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.EXE Expand Energy | 71.6 62.6/110 · 9/50 | Medium $315.69M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PHM PulteGroup | 71.3 60.3/110 · 11/50 | Medium $252.36M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.GM General Motors | 71.2 54.2/110 · 17/50 | Medium $463.25M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ATO Atmos Energy | 71.1 64.1/110 · 7/50 | Medium $146.49M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.DELL Dell Technologies | 71 52/110 · 19/50 | Elevated $2.01B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ED Consolidated Edison | 71 60/110 · 11/50 | Medium $335.85M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CNP CenterPoint Energy | 70.9 61.9/110 · 9/50 | Medium $227.82M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.XEL Xcel Energy | 70.9 61.9/110 · 9/50 | Medium $264.24M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.SWK Stanley Black & Decker | 70.7 61.7/110 · 9/50 | Elevated $162.21M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.BNY BNY Mellon | 70.5 63.5/110 · 7/50 | Medium $378.03M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.REG Regency Centers | 70.5 65.5/110 · 5/50 | Medium $134.36M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.EVRG Evergy | 70.3 63.3/110 · 7/50 | Medium $143.38M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CBOE Cboe Global Markets | 70.2 61.2/110 · 9/50 | Elevated $184.33M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CMS CMS Energy | 70.1 59.1/110 · 11/50 | Medium $311.39M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.GPN Global Payments | 70 56/110 · 14/50 | Elevated $241.29M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PM Philip Morris International | 69.9 64.9/110 · 5/50 | Medium $856.42M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.DVN Devon Energy | 69.6 64.6/110 · 5/50 | Medium $491.78M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.EG Everest Group | 69.6 62.6/110 · 7/50 | Medium $120.58M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.USB U.S. Bancorp | 69.6 62.6/110 · 7/50 | Medium $453.82M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CEG Constellation Energy | 69.5 57.5/110 · 12/50 | Medium $732.08M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.DPZ Domino's | 69.5 58.5/110 · 11/50 | Elevated $272.84M | n/a runup n/a · drawdown n/a | pending · 0 bars |
Forward performance is model evaluation against archived market data only. It is not a trading result, recommendation, or prediction.