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
2026-10-08 · 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 → 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: 10^8.0 → 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? · 2026-10-08 · 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.PM Philip Morris International | 100.4 66.4/110 · 34/50 | Medium $1.11B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MO Altria | 99 66/110 · 33/50 | Low $831.79M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.STZ Constellation Brands | 98.7 69.7/110 · 29/50 | Medium $650.17M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PG Procter & Gamble | 96.1 67.1/110 · 29/50 | Low $1.51B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PLTR Palantir Technologies | 93.7 66.7/110 · 27/50 | Medium $8.30B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.VLO Valero Energy | 91.3 64.3/110 · 27/50 | Elevated $1.14B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MPC Marathon Petroleum | 90.2 62.2/110 · 28/50 | Elevated $1.27B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.WRB W. R. Berkley Corporation | 87.5 64.5/110 · 23/50 | Medium $161.17M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CME CME Group | 86.8 67.8/110 · 19/50 | Medium $1.05B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.VST Vistra Corp. | 86.7 60.7/110 · 26/50 | Medium $1.76B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CBOE Cboe Global Markets | 84.9 61.9/110 · 23/50 | Elevated $557.40M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PTC PTC Inc. | 84.9 59.9/110 · 25/50 | Elevated $1.18B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.GNRC Generac | 84.6 65.6/110 · 19/50 | Medium $394.80M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ULTA Ulta Beauty | 84.5 67.5/110 · 17/50 | Medium $258.18M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CSGP CoStar Group | 84.4 59.4/110 · 25/50 | Medium $282.21M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.VRSN Verisign | 83.9 67.9/110 · 16/50 | Medium $572.17M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.DPZ Domino's | 83.7 64.7/110 · 19/50 | Medium $282.95M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CIEN Ciena | 82.7 61.7/110 · 21/50 | Elevated $1.57B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.DIS Walt Disney Company (The) | 82.5 66.5/110 · 16/50 | Medium $1.40B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MPWR Monolithic Power Systems | 82.2 71.2/110 · 11/50 | Medium $1.13B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PSX Phillips 66 | 82 58/110 · 24/50 | Medium $668.73M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PEP PepsiCo | 81.6 62.6/110 · 19/50 | Medium $3.08B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CEG Constellation Energy | 81.2 54.2/110 · 27/50 | Elevated $1.81B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ANET Arista Networks | 80.8 69.8/110 · 11/50 | Medium $1.03B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.AIG American International Group | 80.5 60.5/110 · 20/50 | Medium $298.15M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ISRG Intuitive Surgical | 80.4 67.4/110 · 13/50 | Medium $1.05B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MET MetLife | 80.4 67.4/110 · 13/50 | Medium $296.34M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.NRG NRG Energy | 80 59/110 · 21/50 | Elevated $532.87M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.VLTO Veralto | 80 65/110 · 15/50 | Medium $237.06M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MRNA Moderna | 79.7 62.7/110 · 17/50 | Elevated $7.36B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CHD Church & Dwight | 79.6 58.6/110 · 21/50 | Medium $164.04M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.AFL Aflac | 79.4 62.4/110 · 17/50 | Medium $239.02M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.GDDY GoDaddy | 79.4 64.4/110 · 15/50 | Elevated $188.97M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.AES AES Corporation | 78.9 63.9/110 · 15/50 | Medium $195.68M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CTAS Cintas | 78.8 74.8/110 · 4/50 | Medium $266.20M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.BRO Brown & Brown | 78.7 62.7/110 · 16/50 | Medium $275.53M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ACN Accenture | 78.6 64.6/110 · 14/50 | Elevated $2.51B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.FDS FactSet | 78.1 59.1/110 · 19/50 | Elevated $323.34M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ZTS Zoetis | 78.1 61.1/110 · 17/50 | Medium $451.29M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PGR Progressive Corporation | 78 69/110 · 9/50 | Medium $601.38M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.HD Home Depot (The) | 77.8 58.8/110 · 19/50 | Medium $2.57B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MA Mastercard | 77.8 63.8/110 · 14/50 | Low $1.95B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.TRV Travelers Companies (The) | 77.8 65.8/110 · 12/50 | Medium $399.40M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CPAY Corpay | 77.7 63.7/110 · 14/50 | Medium $269.40M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.KR Kroger | 77.6 63.6/110 · 14/50 | Medium $509.80M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PEG Public Service Enterprise Group | 77.6 65.6/110 · 12/50 | Low $402.52M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.NTAP NetApp | 77.5 65.5/110 · 12/50 | Elevated $523.17M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MRVL Marvell Technology | 77.3 64.3/110 · 13/50 | Elevated $7.97B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.AVGO Broadcom | 76.6 62.6/110 · 14/50 | Medium $9.63B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.YUM Yum! Brands | 76.6 61.6/110 · 15/50 | Low $371.46M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.EXPD Expeditors International | 76.5 65.5/110 · 11/50 | Medium $194.40M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.BR Broadridge Financial Solutions | 76.4 63.4/110 · 13/50 | Medium $176.97M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.KO Coca-Cola Company (The) | 76.3 63.3/110 · 13/50 | Low $1.31B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PWR Quanta Services | 76.3 64.3/110 · 12/50 | Medium $670.18M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.WMT Walmart | 76.2 60.2/110 · 16/50 | Medium $2.61B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.BF.B Brown–Forman | 76 59/110 · 17/50 | Medium $101.98M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ROL Rollins, Inc. | 76 55/110 · 21/50 | Medium $437.50M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.FTNT Fortinet | 75.9 66.9/110 · 9/50 | Medium $559.15M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.NOW ServiceNow | 75.9 64.9/110 · 11/50 | Elevated $1.65B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.COP ConocoPhillips | 75.7 66.7/110 · 9/50 | Medium $812.98M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.EQT EQT Corporation | 75.7 64.7/110 · 11/50 | Medium $404.62M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.INTU Intuit | 75.6 58.6/110 · 17/50 | Elevated $1.57B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.XEL Xcel Energy | 75.5 64.5/110 · 11/50 | Medium $506.96M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.DOW Dow Inc. | 75.3 58.3/110 · 17/50 | Medium $403.89M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PPL PPL Corporation | 75.2 63.2/110 · 12/50 | Low $309.99M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.WMB Williams Companies | 75.2 62.2/110 · 13/50 | Medium $671.36M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.WY Weyerhaeuser | 75.1 54.1/110 · 21/50 | Medium $370.37M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.KEYS Keysight Technologies | 75 64/110 · 11/50 | Medium $538.59M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ACGL Arch Capital Group | 74.9 63.9/110 · 11/50 | Medium $214.83M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CB Chubb Limited | 74.6 62.6/110 · 12/50 | Low $423.42M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.EOG EOG Resources | 74.6 65.6/110 · 9/50 | Medium $435.19M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.FFIV F5, Inc. | 74.6 65.6/110 · 9/50 | Medium $232.28M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.KMI Kinder Morgan | 74.5 61.5/110 · 13/50 | Medium $545.73M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.DVN Devon Energy | 74.4 65.4/110 · 9/50 | Medium $565.36M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.HPE Hewlett Packard Enterprise | 74.3 61.3/110 · 13/50 | Elevated $1.14B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.V Visa Inc. | 74.3 60.3/110 · 14/50 | Low $2.40B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ADI Analog Devices | 74.1 67.1/110 · 7/50 | Medium $1.48B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.APA APA Corporation | 74.1 63.1/110 · 11/50 | Medium $327.36M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.HCA HCA Healthcare | 74 65/110 · 9/50 | Medium $480.37M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.VRSK Verisk Analytics | 73.9 58.9/110 · 15/50 | Medium $242.29M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ABBV AbbVie | 73.8 60.8/110 · 13/50 | Medium $1.17B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.LOW Lowe's | 73.8 53.8/110 · 20/50 | Medium $762.87M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ODFL Old Dominion | 73.7 62.7/110 · 11/50 | Medium $281.58M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ECL Ecolab | 73.5 62.5/110 · 11/50 | Medium $274.63M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.TRGP Targa Resources | 73.5 60.5/110 · 13/50 | Medium $339.23M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CL Colgate-Palmolive | 73.4 62.4/110 · 11/50 | Medium $359.19M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ED Consolidated Edison | 73.4 63.4/110 · 10/50 | Medium $227.13M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ADSK Autodesk | 73.3 55.3/110 · 18/50 | Medium $530.25M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CSCO Cisco | 73.3 64.3/110 · 9/50 | Medium $1.49B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.FE FirstEnergy | 73.3 61.3/110 · 12/50 | Low $253.13M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.TROW T. Rowe Price | 73.3 64.3/110 · 9/50 | Medium $295.49M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.TXN Texas Instruments | 73.3 67.3/110 · 6/50 | Medium $1.69B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CASY Casey's | 73.2 62.2/110 · 11/50 | Medium $305.69M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.AEE Ameren | 73.1 64.1/110 · 9/50 | Low $282.00M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.COR Cencora | 73 64/110 · 9/50 | Medium $287.75M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.DUK Duke Energy | 73 64/110 · 9/50 | Low $490.62M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MCK McKesson Corporation | 73 62/110 · 11/50 | Medium $662.90M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CI Cigna | 72.8 64.8/110 · 8/50 | Medium $423.86M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.AAPL Apple Inc. | 72.7 61.7/110 · 11/50 | Medium $11.73B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.FAST Fastenal | 72.6 63.6/110 · 9/50 | Medium $341.54M | 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.