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
2026-10-27 · 10D
Model Proof
Do high Solorank 110-point 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: 0 → 45. Bar-top labels show count.
Score with momentum v2 distribution
X axis shows score ranges: 70 → 120. Bar-top labels show count.
Dollar volume distribution
X axis shows bucket midpoint: 10^8.0 → 10^10.3. Bar-top labels show count.
Risk level distribution
10D forward return distribution
No chart data yet.
Live comparison
Which chart looks strongest? · 2026-10-27 · 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.PNR Pentair | 115.8 70.8/110 · 45/50 | Medium $489.56M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.BKR Baker Hughes | 106.5 67.5/110 · 39/50 | Medium $770.06M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.TEL TE Connectivity | 105.1 70.1/110 · 35/50 | Medium $896.16M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.UPS United Parcel Service | 101.5 62.5/110 · 39/50 | Medium $1.16B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CINF Cincinnati Financial | 99 67/110 · 32/50 | Medium $263.58M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ALLE Allegion | 98.3 66.3/110 · 32/50 | Medium $216.73M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.LUV Southwest Airlines | 94.4 68.4/110 · 26/50 | Elevated $311.39M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CNP CenterPoint Energy | 94.1 61.1/110 · 33/50 | Medium $569.01M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PSA Public Storage | 93.7 68.7/110 · 25/50 | Medium $299.61M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.NSC Norfolk Southern | 93.2 70.2/110 · 23/50 | Medium $251.90M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.NUE Nucor | 92.4 63.4/110 · 29/50 | Medium $650.45M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.TXN Texas Instruments | 92.1 60.1/110 · 32/50 | Medium $2.49B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.FDX FedEx | 91.7 62.7/110 · 29/50 | Medium $522.27M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.NXPI NXP Semiconductors | 91.6 60.6/110 · 31/50 | Medium $1.31B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.EQT EQT Corporation | 91.5 64.5/110 · 27/50 | Medium $919.82M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.HAL Halliburton | 91.1 67.1/110 · 24/50 | Medium $275.71M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.URI United Rentals | 89.5 62.5/110 · 27/50 | Medium $678.04M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CSX CSX Corporation | 89.2 63.2/110 · 26/50 | Medium $491.61M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.FTV Fortive | 89.1 62.1/110 · 27/50 | Medium $246.99M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.LMT Lockheed Martin | 88.8 66.8/110 · 22/50 | Medium $1.38B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.TSLA Tesla, Inc. | 88.4 59.4/110 · 29/50 | Medium $18.34B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.UNP Union Pacific Corporation | 87.9 68.9/110 · 19/50 | Medium $501.19M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CRL Charles River Laboratories | 87.7 57.7/110 · 30/50 | Elevated $415.90M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.RCL Royal Caribbean Group | 87.6 70.6/110 · 17/50 | Medium $1.47B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ETR Entergy | 87.2 66.2/110 · 21/50 | Medium $208.77M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ADI Analog Devices | 86 56/110 · 30/50 | Medium $1.72B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.NDAQ Nasdaq, Inc. | 85.3 67.3/110 · 18/50 | Medium $385.59M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.WST West Pharmaceutical Services | 85.3 62.3/110 · 23/50 | Medium $314.91M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.DOV Dover Corporation | 84.5 62.5/110 · 22/50 | Medium $248.00M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PPG PPG Industries | 84.5 65.5/110 · 19/50 | Medium $289.35M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ROP Roper Technologies | 84 67/110 · 17/50 | Medium $508.15M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.IDXX Idexx Laboratories | 83.3 76.3/110 · 7/50 | Medium $273.96M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.SLB Schlumberger | 82.6 58.6/110 · 24/50 | Medium $633.35M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.TDY Teledyne Technologies | 82.1 61.1/110 · 21/50 | Medium $165.45M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.EXE Expand Energy | 81.7 65.7/110 · 16/50 | Medium $298.75M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.EVRG Evergy | 81.2 65.2/110 · 16/50 | Medium $159.46M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CDNS Cadence Design Systems | 80.9 57.9/110 · 23/50 | Elevated $1.59B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ITW Illinois Tool Works | 80.7 66.7/110 · 14/50 | Medium $624.58M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.EMR Emerson Electric | 80.5 59.5/110 · 21/50 | Medium $389.01M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PFG Principal Financial Group | 80.3 60.3/110 · 20/50 | Medium $331.70M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PEG Public Service Enterprise Group | 80.2 63.2/110 · 17/50 | Medium $199.52M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.LULU Lululemon Athletica | 80.1 57.1/110 · 23/50 | Elevated $368.38M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.DOW Dow Inc. | 79.6 60.6/110 · 19/50 | Medium $304.95M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.AON Aon plc | 79.5 64.5/110 · 15/50 | Medium $874.51M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.J Jacobs Solutions | 78.5 53.5/110 · 25/50 | Medium $101.18M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.WAT Waters Corporation | 78.1 56.1/110 · 22/50 | Medium $373.59M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PPL PPL Corporation | 77.4 71.4/110 · 6/50 | Low $127.37M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.HON Honeywell | 77.1 69.1/110 · 8/50 | Medium $692.37M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.TRV Travelers Companies (The) | 77 72/110 · 5/50 | Medium $531.66M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.EIX Edison International | 76.9 61.9/110 · 15/50 | Medium $128.09M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.HPQ HP Inc. | 76.6 64.6/110 · 12/50 | Elevated $381.53M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.LII Lennox International | 76.4 63.4/110 · 13/50 | Medium $384.54M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.RL Ralph Lauren Corporation | 76.3 65.3/110 · 11/50 | Medium $185.79M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.JCI Johnson Controls | 76.2 59.2/110 · 17/50 | Medium $944.46M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MAS Masco | 76.2 63.2/110 · 13/50 | Medium $282.42M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CTAS Cintas | 76 64/110 · 12/50 | Medium $1.13B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.EXR Extra Space Storage | 75.9 60.9/110 · 15/50 | Medium $147.52M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.HIG Hartford (The) | 75.9 62.9/110 · 13/50 | Low $582.58M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.IQV IQVIA | 75.6 61.6/110 · 14/50 | Medium $569.45M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ECL Ecolab | 75.5 62.5/110 · 13/50 | Medium $457.04M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.WM Waste Management | 75.5 66.5/110 · 9/50 | Medium $684.38M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CARR Carrier Global | 75.3 56.3/110 · 19/50 | Medium $279.32M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ALL Allstate | 75.1 68.1/110 · 7/50 | Medium $328.70M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CSGP CoStar Group | 75.1 64.1/110 · 11/50 | Medium $216.68M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.TMO Thermo Fisher Scientific | 75.1 68.1/110 · 7/50 | Medium $1.26B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.RF Regions Financial Corporation | 75 71/110 · 4/50 | Medium $218.08M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MTD Mettler Toledo | 74.9 65.9/110 · 9/50 | Medium $237.57M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.VLTO Veralto | 74.9 65.9/110 · 9/50 | Medium $199.44M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.AAPL Apple Inc. | 74.7 67.7/110 · 7/50 | Low $13.55B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PM Philip Morris International | 74.7 67.7/110 · 7/50 | Medium $731.24M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.KEY KeyCorp | 74.4 69.4/110 · 5/50 | Medium $351.86M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.REGN Regeneron Pharmaceuticals | 74.3 65.3/110 · 9/50 | Medium $585.04M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.BDX Becton Dickinson | 74.2 70.2/110 · 4/50 | Medium $224.89M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MCHP Microchip Technology | 74.2 59.2/110 · 15/50 | Elevated $950.42M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.FE FirstEnergy | 74.1 69.1/110 · 5/50 | Medium $181.95M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.KKR KKR & Co. | 74 61/110 · 13/50 | Medium $652.05M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.STLD Steel Dynamics | 74 66/110 · 8/50 | Medium $293.46M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.BX Blackstone Inc. | 73.9 64.9/110 · 9/50 | Elevated $621.75M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.QCOM Qualcomm | 73.9 61.9/110 · 12/50 | Medium $2.25B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.SRE Sempra | 73.8 56.8/110 · 17/50 | Medium $203.91M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ADP Automatic Data Processing | 73.7 62.7/110 · 11/50 | Medium $615.43M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PKG Packaging Corporation of America | 73.6 62.6/110 · 11/50 | Medium $178.36M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.XOM ExxonMobil | 73.5 63.5/110 · 10/50 | Medium $2.52B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.WMB Williams Companies | 73.3 59.3/110 · 14/50 | Medium $888.77M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.EL Estée Lauder Companies (The) | 73.2 68.2/110 · 5/50 | Medium $280.62M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MMM 3M | 73 66/110 · 7/50 | Medium $464.55M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.DGX Quest Diagnostics | 72.9 67.9/110 · 5/50 | Medium $222.91M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.KVUE Kenvue | 72.9 65.9/110 · 7/50 | Medium $306.61M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CMS CMS Energy | 72.8 61.8/110 · 11/50 | Medium $376.36M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.HLT Hilton Worldwide | 72.8 59.8/110 · 13/50 | Low $1.13B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.KMI Kinder Morgan | 72.8 66.8/110 · 6/50 | Medium $510.02M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.BIIB Biogen | 72.4 59.4/110 · 13/50 | Medium $352.10M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CRWD CrowdStrike | 72.4 53.4/110 · 19/50 | Elevated $1.95B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ALGN Align Technology | 72.2 67.2/110 · 5/50 | Medium $103.60M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.STZ Constellation Brands | 72.2 69.2/110 · 3/50 | Medium $342.21M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.VMC Vulcan Materials Company | 72.2 65.2/110 · 7/50 | Medium $191.73M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PANW Palo Alto Networks | 72.1 53.1/110 · 19/50 | Elevated $1.92B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CCL Carnival Corporation | 72 65/110 · 7/50 | Medium $615.32M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CFG Citizens Financial Group | 72 68/110 · 4/50 | Medium $142.16M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CTSH Cognizant | 71.9 62.9/110 · 9/50 | Elevated $720.75M | 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.