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
2026-10-28 · 5D
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 → 85. 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: 10^7.9 → 10^10.1. Bar-top labels show count.
Risk level distribution
5D forward return distribution
No chart data yet.
Live comparison
Which chart looks strongest? · 2026-10-28 · 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.GEHC GE HealthCare | 117.1 80.1/110 · 37/50 | Medium $725.34M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.AON Aon plc | 111.8 73.8/110 · 38/50 | Medium $834.27M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PNR Pentair | 110.8 65.8/110 · 45/50 | Medium $496.58M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PPG PPG Industries | 109.9 70.9/110 · 39/50 | Medium $582.04M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.LH Labcorp | 103.4 62.4/110 · 41/50 | Medium $647.40M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.FTV Fortive | 101.9 65.9/110 · 36/50 | Medium $406.13M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.NI NiSource | 100.2 74.2/110 · 26/50 | Medium $387.21M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.NDAQ Nasdaq, Inc. | 97.3 72.3/110 · 25/50 | Medium $305.90M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.IEX IDEX Corporation | 96.7 80.7/110 · 16/50 | Medium $390.34M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.TRMB Trimble Inc. | 96.2 73.2/110 · 23/50 | Medium $142.75M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.AMGN Amgen | 93.7 67.7/110 · 26/50 | Medium $1.27B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ROP Roper Technologies | 93.6 70.6/110 · 23/50 | Medium $514.99M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.NXPI NXP Semiconductors | 93.3 72.3/110 · 21/50 | Medium $2.32B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.EQT EQT Corporation | 91.5 74.5/110 · 17/50 | Medium $931.88M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.LMT Lockheed Martin | 91.4 71.4/110 · 20/50 | Medium $988.35M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.VRT Vertiv | 91 63/110 · 28/50 | Elevated $4.73B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.HAL Halliburton | 89.7 69.7/110 · 20/50 | Medium $409.55M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.TEL TE Connectivity | 89.4 68.4/110 · 21/50 | Medium $927.81M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ORCL Oracle Corporation | 89.2 60.2/110 · 29/50 | Elevated $11.63B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.TXN Texas Instruments | 89 63/110 · 26/50 | Medium $2.27B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CINF Cincinnati Financial | 88.7 75.7/110 · 13/50 | Medium $149.07M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ALLE Allegion | 88.2 68.2/110 · 20/50 | Medium $283.03M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.BAX Baxter International | 87.4 63.4/110 · 24/50 | Medium $316.33M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.IP International Paper | 87.4 66.4/110 · 21/50 | Medium $402.61M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.DOV Dover Corporation | 86.7 64.7/110 · 22/50 | Medium $327.07M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.J Jacobs Solutions | 86.5 61.5/110 · 25/50 | Medium $175.44M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.BXP BXP, Inc. | 86.4 67.4/110 · 19/50 | Medium $166.74M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.RCL Royal Caribbean Group | 86.2 73.2/110 · 13/50 | Elevated $724.51M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.AEP American Electric Power | 85.6 70.6/110 · 15/50 | Low $812.70M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.STLD Steel Dynamics | 85.4 65.4/110 · 20/50 | Elevated $288.69M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.DOW Dow Inc. | 85.2 66.2/110 · 19/50 | Medium $244.82M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ACGL Arch Capital Group | 85.1 74.1/110 · 11/50 | Medium $293.03M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.LULU Lululemon Athletica | 85.1 60.1/110 · 25/50 | Elevated $358.25M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CRL Charles River Laboratories | 84.5 59.5/110 · 25/50 | Elevated $481.59M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.LHX L3Harris | 84.4 59.4/110 · 25/50 | Medium $437.96M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.EXR Extra Space Storage | 84.3 63.3/110 · 21/50 | Medium $359.05M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.DD DuPont | 84.1 64.1/110 · 20/50 | Low $74.51M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.JCI Johnson Controls | 84.1 71.1/110 · 13/50 | Medium $824.64M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.TDY Teledyne Technologies | 83.6 63.6/110 · 20/50 | Medium $214.12M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.BIIB Biogen | 83 66/110 · 17/50 | Medium $567.35M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.LUV Southwest Airlines | 82.9 69.9/110 · 13/50 | Elevated $291.62M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ADI Analog Devices | 82.6 60.6/110 · 22/50 | Medium $1.59B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.EL Estée Lauder Companies (The) | 82.4 69.4/110 · 13/50 | Medium $340.87M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PSA Public Storage | 82.4 68.4/110 · 14/50 | Medium $380.75M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.LNT Alliant Energy | 81.5 72.5/110 · 9/50 | Low $257.77M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PKG Packaging Corporation of America | 81.4 64.4/110 · 17/50 | Medium $203.99M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.UNP Union Pacific Corporation | 81.4 71.4/110 · 10/50 | Medium $855.98M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.NSC Norfolk Southern | 81.3 72.3/110 · 9/50 | Medium $273.71M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.FE FirstEnergy | 81.2 70.2/110 · 11/50 | Low $299.75M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.FDX FedEx | 81.1 66.1/110 · 15/50 | Medium $561.29M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.OTIS Otis Worldwide | 80.9 67.9/110 · 13/50 | Medium $476.35M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.IDXX Idexx Laboratories | 80.7 73.7/110 · 7/50 | Medium $197.86M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.BX Blackstone Inc. | 80.3 65.3/110 · 15/50 | Elevated $634.79M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ETR Entergy | 80.3 75.3/110 · 5/50 | Low $259.99M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.WST West Pharmaceutical Services | 80.3 61.3/110 · 19/50 | Medium $311.97M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ORLY O’Reilly Automotive | 79.9 66.9/110 · 13/50 | Low $740.83M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.EMR Emerson Electric | 79.6 65.6/110 · 14/50 | Medium $451.88M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.FLEX Flex Ltd. | 79.6 54.6/110 · 25/50 | Elevated $1.21B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.TRV Travelers Companies (The) | 79.6 74.6/110 · 5/50 | Medium $611.31M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ADP Automatic Data Processing | 79.5 68.5/110 · 11/50 | Low $860.00M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CCI Crown Castle | 79.1 60.1/110 · 19/50 | Elevated $504.94M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CSX CSX Corporation | 79.1 67.1/110 · 12/50 | Medium $482.97M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.WAT Waters Corporation | 79.1 60.1/110 · 19/50 | Medium $416.07M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.RF Regions Financial Corporation | 79 74/110 · 5/50 | Medium $288.69M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.SWK Stanley Black & Decker | 79 58/110 · 21/50 | Medium $165.47M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.VLTO Veralto | 78.4 67.4/110 · 11/50 | Medium $258.37M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.DGX Quest Diagnostics | 78.3 69.3/110 · 9/50 | Medium $229.09M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.KEY KeyCorp | 78.2 71.2/110 · 7/50 | Medium $362.94M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.EIX Edison International | 78.1 63.1/110 · 15/50 | Medium $181.35M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ISRG Intuitive Surgical | 78 67/110 · 11/50 | Medium $805.44M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.EW Edwards Lifesciences | 77.7 58.7/110 · 19/50 | Medium $210.75M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.NUE Nucor | 77.7 67.7/110 · 10/50 | Medium $555.18M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CB Chubb Limited | 77.6 68.6/110 · 9/50 | Low $591.61M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.D Dominion Energy | 77.6 68.6/110 · 9/50 | Medium $250.25M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.DUK Duke Energy | 77.6 70.6/110 · 7/50 | Low $365.84M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.GILD Gilead Sciences | 77.6 67.6/110 · 10/50 | Medium $771.52M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.RVTY Revvity | 77.5 65.5/110 · 12/50 | Medium $360.11M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.BDX Becton Dickinson | 77.4 70.4/110 · 7/50 | Medium $339.65M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.OXY Occidental Petroleum | 77.1 69.1/110 · 8/50 | Medium $415.21M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MRSH Marsh McLennan | 76.9 68.9/110 · 8/50 | Medium $461.22M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PNC PNC Financial Services | 76.9 61.9/110 · 15/50 | Medium $440.20M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.AMT American Tower | 76.7 59.7/110 · 17/50 | Elevated $716.79M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.VMC Vulcan Materials Company | 76.6 67.6/110 · 9/50 | Medium $329.68M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CNP CenterPoint Energy | 76.4 61.4/110 · 15/50 | Medium $455.90M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PPL PPL Corporation | 76.3 72.3/110 · 4/50 | Low $247.04M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.RMD ResMed | 75.9 68.9/110 · 7/50 | Medium $248.85M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.APH Amphenol | 75.8 60.8/110 · 15/50 | Elevated $1.59B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.USB U.S. Bancorp | 75.8 70.8/110 · 5/50 | Medium $311.06M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.HPQ HP Inc. | 75.7 67.7/110 · 8/50 | Elevated $349.56M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.IFF International Flavors & Fragrances | 75.7 62.7/110 · 13/50 | Medium $308.33M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MAS Masco | 75.7 58.7/110 · 17/50 | Medium $294.31M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.STE Steris | 75.6 61.6/110 · 14/50 | Medium $95.47M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.A Agilent Technologies | 75.5 59.5/110 · 16/50 | Medium $281.12M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.IQV IQVIA | 75.4 65.4/110 · 10/50 | Medium $470.22M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.JKHY Jack Henry & Associates | 75.4 62.4/110 · 13/50 | Medium $130.76M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.RL Ralph Lauren Corporation | 75.3 70.3/110 · 5/50 | Medium $173.72M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.TDG TransDigm Group | 75.3 70.3/110 · 5/50 | Medium $289.52M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.AMCR Amcor | 75.2 70.2/110 · 5/50 | Medium $109.37M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.JNJ Johnson & Johnson | 75.2 62.2/110 · 13/50 | Medium $1.71B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.AVY Avery Dennison | 75.1 66.1/110 · 9/50 | Medium $137.95M | 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.