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
2026-08-17 · 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 → 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 → 95. Bar-top labels show count.
Dollar volume distribution
X axis shows bucket midpoint: 10^7.6 → 10^10.5. Bar-top labels show count.
Risk level distribution
10D forward return distribution
No chart data yet.
Live comparison
Which chart looks strongest? · 2026-08-17 · 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.DVN Devon Energy | 93.9 62.9/110 · 31/50 | Medium $580.30M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.TER Teradyne | 92.6 61.6/110 · 31/50 | Elevated $1.37B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.LITE Lumentum | 92.4 59.4/110 · 33/50 | Elevated $5.21B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PSX Phillips 66 | 91.4 61.4/110 · 30/50 | Medium $664.23M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PWR Quanta Services | 89.8 58.8/110 · 31/50 | Elevated $857.99M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.BNY BNY Mellon | 88.7 67.7/110 · 21/50 | Low $365.82M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.KEYS Keysight Technologies | 88.6 59.6/110 · 29/50 | Medium $538.37M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.APA APA Corporation | 88 72/110 · 16/50 | Elevated $201.73M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MRK Merck & Co. | 87.7 68.7/110 · 19/50 | Medium $756.54M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.VLO Valero Energy | 87.7 60.7/110 · 27/50 | Elevated $746.33M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CVX Chevron Corporation | 87.3 67.3/110 · 20/50 | Medium $1.43B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.IRM Iron Mountain | 86.4 74.4/110 · 12/50 | Medium $92.42M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.EME Emcor | 86.2 59.2/110 · 27/50 | Elevated $191.14M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.COP ConocoPhillips | 85 65/110 · 20/50 | Medium $474.47M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.SNDK Sandisk | 85 55/110 · 30/50 | Elevated $31.59B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.FIX Comfort Systems USA | 84.9 53.9/110 · 31/50 | High $645.87M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CPRT Copart | 84.1 62.1/110 · 22/50 | Medium $623.14M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.STX Seagate Technology | 84.1 55.1/110 · 29/50 | Elevated $4.30B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.GILD Gilead Sciences | 83.8 64.8/110 · 19/50 | Medium $526.27M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.FOXA Fox Corporation (Class A) | 83.6 66.6/110 · 17/50 | Elevated $357.81M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.STT State Street Corporation | 83.6 63.6/110 · 20/50 | Medium $192.31M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MRVL Marvell Technology | 83 56/110 · 27/50 | Elevated $4.90B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MPC Marathon Petroleum | 82.6 65.6/110 · 17/50 | Elevated $756.91M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.EOG EOG Resources | 82.1 73.1/110 · 9/50 | Medium $220.76M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.COHR Coherent Corp. | 81.6 62.6/110 · 19/50 | Elevated $2.96B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.EMR Emerson Electric | 81.2 74.2/110 · 7/50 | Medium $273.52M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.IEX IDEX Corporation | 81.1 69.1/110 · 12/50 | Medium $76.40M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.JBHT J.B. Hunt | 81.1 62.1/110 · 19/50 | Medium $285.28M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.OKE Oneok | 80.7 72.7/110 · 8/50 | Medium $239.86M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.WDC Western Digital | 80.5 59.5/110 · 21/50 | Elevated $4.57B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.LRCX Lam Research | 79.2 60.2/110 · 19/50 | Elevated $2.68B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.EXPD Expeditors International | 79.1 68.1/110 · 11/50 | Medium $103.30M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.GLW Corning Inc. | 79.1 56.1/110 · 23/50 | Elevated $1.97B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.KLAC KLA Corporation | 79 64/110 · 15/50 | Elevated $1.50B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.SMCI Supermicro | 78.7 60.7/110 · 18/50 | Elevated $2.10B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.JCI Johnson Controls | 78.5 71.5/110 · 7/50 | Elevated $244.02M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.NEM Newmont | 78.2 61.2/110 · 17/50 | Elevated $864.71M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.RVTY Revvity | 78 73/110 · 5/50 | Medium $61.46M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CIEN Ciena | 77 56/110 · 21/50 | High $974.52M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.KKR KKR & Co. | 76.9 59.9/110 · 17/50 | Elevated $638.41M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.AXON Axon Enterprise | 76.7 69.7/110 · 7/50 | High $336.21M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PH Parker Hannifin | 76.6 73.6/110 · 3/50 | Medium $651.39M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CPAY Corpay | 76.4 71.4/110 · 5/50 | Medium $91.93M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.WMB Williams Companies | 76 71/110 · 5/50 | Medium $401.12M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.OMC Omnicom Group | 75.7 68.7/110 · 7/50 | Elevated $105.21M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.EQT EQT Corporation | 75.6 68.6/110 · 7/50 | Medium $384.31M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.FANG Diamondback Energy | 75.6 64.6/110 · 11/50 | Medium $216.42M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.TGT Target Corporation | 75.6 70.6/110 · 5/50 | Medium $718.17M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.Q Qnity Electronics | 75.3 64.3/110 · 11/50 | Elevated $191.57M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.AMGN Amgen | 75.2 68.2/110 · 7/50 | Medium $949.89M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ZBH Zimmer Biomet | 75.2 71.2/110 · 4/50 | Elevated $117.50M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.NDSN Nordson Corporation | 75.1 64.1/110 · 11/50 | Medium $115.96M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.XYZ Block, Inc. | 75 67/110 · 8/50 | Elevated $222.43M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.LDOS Leidos | 74.8 69.8/110 · 5/50 | Elevated $120.28M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ALB Albemarle Corporation | 74.7 67.7/110 · 7/50 | Elevated $264.71M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.JBL Jabil | 74.5 59.5/110 · 15/50 | Elevated $171.20M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ICE Intercontinental Exchange | 74.4 69.4/110 · 5/50 | Medium $275.58M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.DASH DoorDash | 74.2 68.2/110 · 6/50 | Elevated $885.16M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CASY Casey's | 74.1 63.1/110 · 11/50 | Medium $278.86M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.VRT Vertiv | 74 59/110 · 15/50 | High $832.60M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.BDX Becton Dickinson | 73.9 69.9/110 · 4/50 | Medium $167.22M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.URI United Rentals | 73.8 68.8/110 · 5/50 | Medium $328.45M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ABT Abbott Laboratories | 73.6 68.6/110 · 5/50 | Medium $552.72M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.DLR Digital Realty | 73.6 62.6/110 · 11/50 | Medium $267.23M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.GEV GE Vernova | 73.6 61.6/110 · 12/50 | Elevated $1.78B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.DIS Walt Disney Company (The) | 73.5 64.5/110 · 9/50 | Medium $612.15M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.GEN Gen Digital | 73.5 69.5/110 · 4/50 | Elevated $103.77M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.FOX Fox Corporation (Class B) | 73.4 60.4/110 · 13/50 | Elevated $39.29M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.IBKR Interactive Brokers | 73.4 62.4/110 · 11/50 | Medium $416.80M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.WBD Warner Bros. Discovery | 73.3 65.3/110 · 8/50 | Medium $329.17M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.NVDA Nvidia | 73.2 64.2/110 · 9/50 | Medium $18.33B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.SYF Synchrony Financial | 73.2 65.2/110 · 8/50 | Medium $229.27M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CSGP CoStar Group | 73.1 70.1/110 · 3/50 | High $154.44M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.EXE Expand Energy | 73.1 70.1/110 · 3/50 | Medium $261.63M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MU Micron Technology | 73.1 54.1/110 · 19/50 | Elevated $33.46B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.UNP Union Pacific Corporation | 73 68/110 · 5/50 | Medium $505.03M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.KMI Kinder Morgan | 72.8 64.8/110 · 8/50 | Medium $227.63M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.DRI Darden Restaurants | 72.7 64.7/110 · 8/50 | Medium $226.36M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.AMP Ameriprise Financial | 72.6 67.6/110 · 5/50 | Medium $165.95M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PNC PNC Financial Services | 72.3 65.3/110 · 7/50 | Medium $167.67M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.WAT Waters Corporation | 72.3 69.3/110 · 3/50 | Medium $248.22M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.TEL TE Connectivity | 72.2 65.2/110 · 7/50 | Medium $137.31M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.C Citigroup | 72.1 68.1/110 · 4/50 | Medium $783.14M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CME CME Group | 72 67/110 · 5/50 | Medium $538.81M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.GE GE Aerospace | 72 61/110 · 11/50 | Medium $1.99B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.LH Labcorp | 72 63/110 · 9/50 | Medium $203.02M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.TRGP Targa Resources | 71.9 60.9/110 · 11/50 | Medium $255.40M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.HAL Halliburton | 71.6 60.6/110 · 11/50 | Medium $181.65M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.JPM JPMorgan Chase | 71.6 67.6/110 · 4/50 | Low $1.14B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.SCHW Charles Schwab Corporation | 71.6 66.6/110 · 5/50 | Medium $494.48M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.DXCM Dexcom | 71.5 66.5/110 · 5/50 | Elevated $357.98M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.LYB LyondellBasell | 71.5 58.5/110 · 13/50 | Medium $433.11M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.EXPE Expedia Group | 71.4 65.4/110 · 6/50 | Elevated $502.16M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CEG Constellation Energy | 71.3 64.3/110 · 7/50 | Elevated $589.95M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.GNRC Generac | 71.3 58.3/110 · 13/50 | High $136.56M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.HIG Hartford (The) | 71.3 68.3/110 · 3/50 | Medium $91.56M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ISRG Intuitive Surgical | 71.3 70.3/110 · 1/50 | Medium $841.77M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PRU Prudential Financial | 71.3 67.3/110 · 4/50 | Medium $110.83M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.BR Broadridge Financial Solutions | 71.2 67.2/110 · 4/50 | Elevated $192.26M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.EW Edwards Lifesciences | 71.2 67.2/110 · 4/50 | Medium $127.18M | 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.