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
2026-10-02 · 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 → 40. Bar-top labels show count.
Score with momentum v2 distribution
X axis shows score ranges: 60 → 100. Bar-top labels show count.
Dollar volume distribution
X axis shows bucket midpoint: 10^8.0 → 10^10.5. Bar-top labels show count.
Risk level distribution
5D forward return distribution
No chart data yet.
Live comparison
Which chart looks strongest? · 2026-10-02 · 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.TER Teradyne | 97.1 62.1/110 · 35/50 | Elevated $1.53B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.NTAP NetApp | 96.2 59.2/110 · 37/50 | Medium $1.15B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.LITE Lumentum | 95.6 60.6/110 · 35/50 | Elevated $5.07B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.HPE Hewlett Packard Enterprise | 94.8 61.8/110 · 33/50 | Elevated $2.01B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CCL Carnival Corporation | 94.4 60.4/110 · 34/50 | Elevated $706.45M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ON ON Semiconductor | 92.8 63.8/110 · 29/50 | Elevated $1.94B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.RCL Royal Caribbean Group | 90.6 60.6/110 · 30/50 | Elevated $949.57M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ACN Accenture | 90 61/110 · 29/50 | Elevated $2.00B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.COHR Coherent Corp. | 90 57/110 · 33/50 | Elevated $2.92B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.KLAC KLA Corporation | 89.2 62.2/110 · 27/50 | Medium $1.52B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PWR Quanta Services | 87.8 65.8/110 · 22/50 | Medium $587.52M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.KEYS Keysight Technologies | 86.7 59.7/110 · 27/50 | Medium $482.72M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.AMAT Applied Materials | 86.5 60.5/110 · 26/50 | Medium $3.28B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CAT Caterpillar Inc. | 85.9 66.9/110 · 19/50 | Medium $2.02B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CIEN Ciena | 85.1 57.1/110 · 28/50 | High $985.94M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CRWD CrowdStrike | 84.9 61.9/110 · 23/50 | Elevated $1.58B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MPWR Monolithic Power Systems | 84.7 62.7/110 · 22/50 | Elevated $1.02B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.LRCX Lam Research | 84.4 58.4/110 · 26/50 | Elevated $2.59B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.EME Emcor | 83.9 63.9/110 · 20/50 | Medium $291.12M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.TT Trane Technologies | 83.9 66.9/110 · 17/50 | Medium $617.84M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.TXN Texas Instruments | 82.5 63.5/110 · 19/50 | Medium $1.48B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.URI United Rentals | 82.4 57.4/110 · 25/50 | Medium $667.33M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.FIX Comfort Systems USA | 81.9 61.9/110 · 20/50 | Elevated $477.97M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.SNPS Synopsys | 81.8 56.8/110 · 25/50 | Elevated $1.63B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ROK Rockwell Automation | 81.6 59.6/110 · 22/50 | Medium $325.54M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MSFT Microsoft | 81.3 71.3/110 · 10/50 | Medium $9.21B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.EMR Emerson Electric | 81.1 62.1/110 · 19/50 | Medium $468.77M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MRVL Marvell Technology | 80.2 62.2/110 · 18/50 | Elevated $4.32B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ADI Analog Devices | 79.5 60.5/110 · 19/50 | Medium $1.10B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.NDSN Nordson Corporation | 78.4 63.4/110 · 15/50 | Medium $105.50M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.AME Ametek | 78 71/110 · 7/50 | Medium $400.27M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.VLO Valero Energy | 77.4 64.4/110 · 13/50 | Elevated $1.05B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PANW Palo Alto Networks | 76.3 61.3/110 · 15/50 | Elevated $1.98B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.TEL TE Connectivity | 76.3 62.3/110 · 14/50 | Medium $286.25M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.FTV Fortive | 76 63/110 · 13/50 | Medium $148.58M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.JCI Johnson Controls | 75.2 56.2/110 · 19/50 | Medium $506.31M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.NCLH Norwegian Cruise Line Holdings | 74.9 59.9/110 · 15/50 | Elevated $472.55M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.FFIV F5, Inc. | 74.6 65.6/110 · 9/50 | Medium $287.50M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MCHP Microchip Technology | 74.6 55.6/110 · 19/50 | Medium $636.04M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.Q Qnity Electronics | 74.5 56.5/110 · 18/50 | Elevated $153.10M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.FAST Fastenal | 74.4 65.4/110 · 9/50 | Low $363.21M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.GEV GE Vernova | 74.2 59.2/110 · 15/50 | Medium $2.13B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PNW Pinnacle West Capital | 74.1 59.1/110 · 15/50 | Medium $202.93M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.NXPI NXP Semiconductors | 74 60/110 · 14/50 | Medium $653.45M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.HUBB Hubbell Incorporated | 73.9 57.9/110 · 16/50 | Medium $218.93M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.LNT Alliant Energy | 73.9 61.9/110 · 12/50 | Medium $337.19M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.SO Southern Company | 72.4 59.4/110 · 13/50 | Low $653.18M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CHRW C.H. Robinson | 72.3 57.3/110 · 15/50 | Medium $252.24M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.FTNT Fortinet | 72.3 61.3/110 · 11/50 | Medium $617.44M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.LIN Linde plc | 71.9 59.9/110 · 12/50 | Low $1.21B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ODFL Old Dominion | 71.7 60.7/110 · 11/50 | Medium $353.47M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CASY Casey's | 71.6 60.6/110 · 11/50 | Medium $376.03M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ISRG Intuitive Surgical | 71.6 65.6/110 · 6/50 | Medium $718.48M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PTC PTC Inc. | 71 63/110 · 8/50 | Elevated $161.52M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CSCO Cisco | 70.8 60.8/110 · 10/50 | Medium $1.96B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.NVDA Nvidia | 70.8 57.8/110 · 13/50 | Medium $31.56B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.HON Honeywell | 70.7 63.7/110 · 7/50 | Medium $385.01M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.WBD Warner Bros. Discovery | 70.7 61.7/110 · 9/50 | Medium $1.85B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ETN Eaton Corporation | 70.6 63.6/110 · 7/50 | Medium $913.04M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.IEX IDEX Corporation | 70 64/110 · 6/50 | Medium $149.37M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MCK McKesson Corporation | 70 59/110 · 11/50 | Medium $701.07M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.TPR Tapestry, Inc. | 69.9 58.9/110 · 11/50 | Medium $429.83M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.GLW Corning Inc. | 69.7 60.7/110 · 9/50 | Elevated $1.23B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.APH Amphenol | 69.5 60.5/110 · 9/50 | Medium $788.26M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.UNP Union Pacific Corporation | 69.5 58.5/110 · 11/50 | Medium $848.61M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.SATS EchoStar | 69.3 50.3/110 · 19/50 | Elevated $465.96M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CDNS Cadence Design Systems | 69 54/110 · 15/50 | Medium $737.13M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.NSC Norfolk Southern | 69 58/110 · 11/50 | Medium $353.72M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.HST Host Hotels & Resorts | 68.8 63.8/110 · 5/50 | Medium $160.34M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CNP CenterPoint Energy | 68.6 57.6/110 · 11/50 | Low $330.91M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.VST Vistra Corp. | 68.6 51.6/110 · 17/50 | Medium $1.75B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.DAL Delta Air Lines | 68.5 63.5/110 · 5/50 | Medium $685.44M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.EXPD Expeditors International | 68.1 59.1/110 · 9/50 | Medium $298.79M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.VRSN Verisign | 68.1 55.1/110 · 13/50 | Medium $358.18M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.WSM Williams-Sonoma, Inc. | 68.1 61.1/110 · 7/50 | Medium $219.50M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CTAS Cintas | 68 63/110 · 5/50 | Medium $359.73M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MPC Marathon Petroleum | 67.8 55.8/110 · 12/50 | Elevated $915.32M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CBOE Cboe Global Markets | 67.7 54.7/110 · 13/50 | Elevated $312.49M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PSX Phillips 66 | 67.7 56.7/110 · 11/50 | Elevated $544.14M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.WRB W. R. Berkley Corporation | 67.7 58.7/110 · 9/50 | Medium $154.74M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.AES AES Corporation | 67.6 63.6/110 · 4/50 | Medium $108.22M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ANET Arista Networks | 67.6 62.6/110 · 5/50 | Medium $859.59M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PLTR Palantir Technologies | 67.6 64.6/110 · 3/50 | Medium $3.36B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.SMCI Supermicro | 67.5 58.5/110 · 9/50 | Elevated $1.94B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CSX CSX Corporation | 67.3 56.3/110 · 11/50 | Medium $520.07M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MAR Marriott International | 67.2 60.2/110 · 7/50 | Medium $359.28M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.TJX TJX Companies | 66.9 61.9/110 · 5/50 | Medium $922.30M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.TROW T. Rowe Price | 66.9 61.9/110 · 5/50 | Medium $169.52M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.FCX Freeport-McMoRan | 66.8 57.8/110 · 9/50 | Medium $860.61M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.HAS Hasbro | 66.8 57.8/110 · 9/50 | Medium $162.92M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PEG Public Service Enterprise Group | 66.8 55.8/110 · 11/50 | Medium $369.96M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CMS CMS Energy | 66.6 55.6/110 · 11/50 | Low $328.41M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CVX Chevron Corporation | 66.4 58.4/110 · 8/50 | Medium $1.38B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.GWW W. W. Grainger | 66.4 59.4/110 · 7/50 | Medium $346.83M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.RL Ralph Lauren Corporation | 66.4 59.4/110 · 7/50 | Medium $203.23M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.HLT Hilton Worldwide | 66.1 57.1/110 · 9/50 | Medium $359.09M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.GRMN Garmin | 65.9 59.9/110 · 6/50 | Medium $234.40M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.STX Seagate Technology | 65.9 54.9/110 · 11/50 | Elevated $11.51B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.XOM ExxonMobil | 65.9 58.9/110 · 7/50 | Medium $1.85B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.AEP American Electric Power | 65.8 54.8/110 · 11/50 | Medium $662.30M | 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.