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
2026-10-14 · 10D
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 → 80. Bar-top labels show count.
5D momentum v2 distribution
X axis shows score ranges: 5 → 35. Bar-top labels show count.
Score with momentum v2 distribution
X axis shows score ranges: 70 → 105. Bar-top labels show count.
Dollar volume distribution
X axis shows bucket midpoint: 10^7.8 → 10^10.2. Bar-top labels show count.
Risk level distribution
10D forward return distribution
No chart data yet.
Live comparison
Which chart looks strongest? · 2026-10-14 · 10D
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.FAST Fastenal | 104.3 70.3/110 · 34/50 | Low $1.32B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CTAS Cintas | 97.6 75.6/110 · 22/50 | Low $466.28M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.DG Dollar General | 95.8 61.8/110 · 34/50 | Medium $293.35M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CL Colgate-Palmolive | 95.4 62.4/110 · 33/50 | Medium $499.59M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ULTA Ulta Beauty | 95.4 64.4/110 · 31/50 | Medium $357.77M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.GWW W. W. Grainger | 95.1 64.1/110 · 31/50 | Low $586.71M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.COST Costco | 93.8 64.8/110 · 29/50 | Low $3.02B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.DUK Duke Energy | 93 66/110 · 27/50 | Low $558.28M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.KO Coca-Cola Company (The) | 93 68/110 · 25/50 | Low $1.33B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CVX Chevron Corporation | 92.3 65.3/110 · 27/50 | Low $2.11B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.EOG EOG Resources | 91.3 66.3/110 · 25/50 | Medium $386.57M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.XOM ExxonMobil | 91.1 64.1/110 · 27/50 | Low $2.40B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PM Philip Morris International | 91 65/110 · 26/50 | Medium $883.10M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PG Procter & Gamble | 90.8 63.8/110 · 27/50 | Low $1.67B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.BF.B Brown–Forman | 90.4 59.4/110 · 31/50 | Medium $83.29M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CAH Cardinal Health | 90.1 59.1/110 · 31/50 | Medium $488.57M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ABBV AbbVie | 89.4 62.4/110 · 27/50 | Low $1.58B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.SO Southern Company | 89.4 63.4/110 · 26/50 | Low $648.52M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.AFL Aflac | 89.3 62.3/110 · 27/50 | Medium $205.35M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PFE Pfizer | 89.3 61.3/110 · 28/50 | Low $1.15B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.WMT Walmart | 89.3 61.3/110 · 28/50 | Medium $3.00B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.IFF International Flavors & Fragrances | 89.2 60.2/110 · 29/50 | Medium $195.56M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CASY Casey's | 88.9 63.9/110 · 25/50 | Medium $244.38M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CHD Church & Dwight | 88.9 60.9/110 · 28/50 | Medium $188.16M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.COP ConocoPhillips | 88.6 63.6/110 · 25/50 | Medium $806.82M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.TRV Travelers Companies (The) | 88.5 73.5/110 · 15/50 | Medium $495.50M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CME CME Group | 87.9 62.9/110 · 25/50 | Medium $572.20M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MO Altria | 87.3 64.3/110 · 23/50 | Medium $495.44M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.BRK.B Berkshire Hathaway | 87.2 61.2/110 · 26/50 | Low $2.78B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MTD Mettler Toledo | 87.2 65.2/110 · 22/50 | Medium $461.91M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MDT Medtronic | 87 65/110 · 22/50 | Medium $4.70B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.BLK BlackRock | 86.6 67.6/110 · 19/50 | Medium $1.17B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ODFL Old Dominion | 86.3 61.3/110 · 25/50 | Medium $352.37M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CNC Centene Corporation | 85.9 58.9/110 · 27/50 | Medium $345.53M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.LNT Alliant Energy | 85.8 64.8/110 · 21/50 | Medium $161.84M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CB Chubb Limited | 85.4 62.4/110 · 23/50 | Low $515.60M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ADP Automatic Data Processing | 85.3 61.3/110 · 24/50 | Medium $498.58M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ED Consolidated Edison | 85 61/110 · 24/50 | Medium $268.33M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.VLO Valero Energy | 84.4 59.4/110 · 25/50 | Elevated $974.29M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ECL Ecolab | 83.6 64.6/110 · 19/50 | Medium $316.08M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MPC Marathon Petroleum | 83.6 59.6/110 · 24/50 | Medium $791.13M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.VLTO Veralto | 83.6 62.6/110 · 21/50 | Medium $181.66M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.DLTR Dollar Tree | 83.5 56.5/110 · 27/50 | Medium $244.43M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MNST Monster Beverage | 83.2 68.2/110 · 15/50 | Medium $495.16M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.WRB W. R. Berkley Corporation | 83.2 63.2/110 · 20/50 | Medium $148.73M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.SYY Sysco | 82.9 55.9/110 · 27/50 | Medium $212.37M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.XEL Xcel Energy | 82.9 61.9/110 · 21/50 | Medium $339.65M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CMS CMS Energy | 82.8 60.8/110 · 22/50 | Low $280.75M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.COR Cencora | 82.6 62.6/110 · 20/50 | Medium $399.05M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.HCA HCA Healthcare | 82.6 58.6/110 · 24/50 | Medium $508.73M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MCK McKesson Corporation | 82.6 59.6/110 · 23/50 | Medium $749.92M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.APD Air Products | 82.2 62.2/110 · 20/50 | Medium $306.11M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.KDP Keurig Dr Pepper | 81.6 58.6/110 · 23/50 | Medium $326.84M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MRNA Moderna | 81.1 62.1/110 · 19/50 | Elevated $3.74B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.V Visa Inc. | 81.1 69.1/110 · 12/50 | Low $3.02B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PLTR Palantir Technologies | 80.5 63.5/110 · 17/50 | Medium $4.84B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.AEE Ameren | 79.9 60.9/110 · 19/50 | Medium $143.26M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.KR Kroger | 79.7 61.7/110 · 18/50 | Medium $649.34M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.STZ Constellation Brands | 79.7 66.7/110 · 13/50 | Medium $289.81M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.BIIB Biogen | 79.6 64.6/110 · 15/50 | Medium $453.35M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.EXPD Expeditors International | 79.3 63.3/110 · 16/50 | Medium $209.80M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PSX Phillips 66 | 79.3 55.3/110 · 24/50 | Medium $821.42M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.WEC WEC Energy Group | 79.3 59.3/110 · 20/50 | Medium $247.44M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.IDXX Idexx Laboratories | 79.2 62.2/110 · 17/50 | Medium $436.13M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PPL PPL Corporation | 78.8 62.8/110 · 16/50 | Medium $180.95M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.EXE Expand Energy | 78.7 61.7/110 · 17/50 | Medium $482.79M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.AJG Arthur J. Gallagher & Co. | 78.6 62.6/110 · 16/50 | Medium $238.41M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.D Dominion Energy | 78.6 63.6/110 · 15/50 | Medium $356.75M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.TSN Tyson Foods | 78.6 57.6/110 · 21/50 | Medium $208.09M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MET MetLife | 78.5 67.5/110 · 11/50 | Medium $368.79M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.NOC Northrop Grumman | 78.5 61.5/110 · 17/50 | Medium $604.19M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.AEP American Electric Power | 78.4 60.4/110 · 18/50 | Low $472.01M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.EL Estée Lauder Companies (The) | 78 53/110 · 25/50 | Elevated $224.98M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PAYX Paychex | 77.9 64.9/110 · 13/50 | Medium $294.88M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.DVN Devon Energy | 77.8 66.8/110 · 11/50 | Medium $445.70M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.GDDY GoDaddy | 77.7 62.7/110 · 15/50 | Elevated $143.03M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.TT Trane Technologies | 77.5 71.5/110 · 6/50 | Medium $531.54M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.HST Host Hotels & Resorts | 77.2 66.2/110 · 11/50 | Medium $211.97M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PGR Progressive Corporation | 77.2 64.2/110 · 13/50 | Low $1.54B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.AIZ Assurant | 77 65/110 · 12/50 | Medium $131.40M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.KMB Kimberly-Clark | 77 64/110 · 13/50 | Medium $619.63M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.OKE Oneok | 76.8 65.8/110 · 11/50 | Medium $344.64M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CINF Cincinnati Financial | 76.4 65.4/110 · 11/50 | Medium $60.86M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.GEHC GE HealthCare | 76.4 62.4/110 · 14/50 | Medium $344.64M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.JCI Johnson Controls | 76.4 62.4/110 · 14/50 | Medium $838.04M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ACGL Arch Capital Group | 76 63/110 · 13/50 | Medium $230.55M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.BALL Ball Corporation | 75.9 65.9/110 · 10/50 | Medium $157.15M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.REGN Regeneron Pharmaceuticals | 75.9 62.9/110 · 13/50 | Medium $683.92M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.APA APA Corporation | 75.8 62.8/110 · 13/50 | Medium $249.21M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.WSM Williams-Sonoma, Inc. | 75.8 66.8/110 · 9/50 | Medium $321.60M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.VRSK Verisk Analytics | 75.7 58.7/110 · 17/50 | Medium $226.88M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ELV Elevance Health | 75.6 60.6/110 · 15/50 | Medium $905.77M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MDLZ Mondelez International | 75.5 62.5/110 · 13/50 | Medium $456.75M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.FANG Diamondback Energy | 75.4 62.4/110 · 13/50 | Medium $554.69M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CNP CenterPoint Energy | 75.3 59.3/110 · 16/50 | Low $286.23M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CSGP CoStar Group | 75.2 57.2/110 · 18/50 | Elevated $173.16M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.AAPL Apple Inc. | 75.1 67.1/110 · 8/50 | Low $17.08B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.AMT American Tower | 75.1 62.1/110 · 13/50 | Medium $558.68M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.LMT Lockheed Martin | 75.1 60.1/110 · 15/50 | Medium $771.37M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.VRSN Verisign | 74.9 67.9/110 · 7/50 | Medium $214.00M | 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.