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
2026-10-06 · 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 → 70. Bar-top labels show count.
5D momentum v2 distribution
X axis shows score ranges: 0 → 50. Bar-top labels show count.
Score with momentum v2 distribution
X axis shows score ranges: 65 → 110. Bar-top labels show count.
Dollar volume distribution
X axis shows bucket midpoint: 10^8.0 → 10^10.4. Bar-top labels show count.
Risk level distribution
10D forward return distribution
No chart data yet.
Live comparison
Which chart looks strongest? · 2026-10-06 · 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.CIEN Ciena | 107.5 61.5/110 · 46/50 | Elevated $2.83B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MRVL Marvell Technology | 104.4 65.4/110 · 39/50 | Elevated $14.64B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PWR Quanta Services | 101 65/110 · 36/50 | Medium $781.06M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ANET Arista Networks | 99.6 66.6/110 · 33/50 | Medium $1.48B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.VST Vistra Corp. | 98 57/110 · 41/50 | Elevated $2.89B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.FIX Comfort Systems USA | 96.4 63.4/110 · 33/50 | Elevated $799.74M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.AMD Advanced Micro Devices | 96.1 64.1/110 · 32/50 | Elevated $15.68B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CSCO Cisco | 95.2 61.2/110 · 34/50 | Medium $2.47B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.FTNT Fortinet | 93.3 65.3/110 · 28/50 | Medium $810.99M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.LITE Lumentum | 92.3 61.3/110 · 31/50 | Elevated $4.81B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.AVGO Broadcom | 91.5 61.5/110 · 30/50 | Medium $11.54B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.WSM Williams-Sonoma, Inc. | 91.1 66.1/110 · 25/50 | Medium $283.84M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.EME Emcor | 91 62/110 · 29/50 | Medium $339.98M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.HPE Hewlett Packard Enterprise | 90.4 58.4/110 · 32/50 | Elevated $1.17B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.TRMB Trimble Inc. | 90.1 57.1/110 · 33/50 | Medium $166.35M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PTC PTC Inc. | 89.2 60.2/110 · 29/50 | Elevated $1.39B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.LIN Linde plc | 88 62/110 · 26/50 | Low $1.55B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.TT Trane Technologies | 87.7 65.7/110 · 22/50 | Medium $748.03M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.RCL Royal Caribbean Group | 87 58/110 · 29/50 | Elevated $679.74M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.GEV GE Vernova | 86.5 57.5/110 · 29/50 | Medium $2.59B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.FFIV F5, Inc. | 86.3 63.3/110 · 23/50 | Medium $242.71M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CAT Caterpillar Inc. | 85.6 64.6/110 · 21/50 | Medium $1.69B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.TXN Texas Instruments | 85.6 66.6/110 · 19/50 | Medium $973.50M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PANW Palo Alto Networks | 85.4 60.4/110 · 25/50 | Elevated $2.28B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CRWD CrowdStrike | 84.6 60.6/110 · 24/50 | Elevated $2.21B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.SATS EchoStar | 84.2 52.2/110 · 32/50 | Medium $390.17M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CCL Carnival Corporation | 83.8 60.8/110 · 23/50 | Elevated $635.90M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CEG Constellation Energy | 83.8 55.8/110 · 28/50 | Elevated $4.01B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PEG Public Service Enterprise Group | 83.1 62.1/110 · 21/50 | Low $630.97M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.APH Amphenol | 82.5 63.5/110 · 19/50 | Medium $828.82M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.JCI Johnson Controls | 82.4 58.4/110 · 24/50 | Medium $601.63M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ZBRA Zebra Technologies | 82.4 59.4/110 · 23/50 | Medium $250.62M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.RL Ralph Lauren Corporation | 82.3 61.3/110 · 21/50 | Medium $181.22M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.GLW Corning Inc. | 80.9 61.9/110 · 19/50 | Medium $1.50B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.VLO Valero Energy | 80.4 64.4/110 · 16/50 | Elevated $793.75M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.COHR Coherent Corp. | 80.3 57.3/110 · 23/50 | Elevated $1.97B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PH Parker Hannifin | 80.1 66.1/110 · 14/50 | Medium $370.95M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MPC Marathon Petroleum | 79.6 63.6/110 · 16/50 | Elevated $678.56M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.SNPS Synopsys | 79.4 55.4/110 · 24/50 | Elevated $1.38B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.HUBB Hubbell Incorporated | 79.1 59.1/110 · 20/50 | Medium $244.68M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ACN Accenture | 79 64/110 · 15/50 | High $882.57M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.TER Teradyne | 78.4 61.4/110 · 17/50 | Elevated $862.33M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CASY Casey's | 78.2 66.2/110 · 12/50 | Medium $399.24M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MSFT Microsoft | 78.1 65.1/110 · 13/50 | Medium $11.08B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.DD DuPont | 77.9 57.9/110 · 20/50 | Medium $94.69M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.COST Costco | 77.7 61.7/110 · 16/50 | Low $1.69B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ABBV AbbVie | 77.5 65.5/110 · 12/50 | Low $1.18B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CRL Charles River Laboratories | 77 58/110 · 19/50 | Elevated $586.42M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.IR Ingersoll Rand | 77 59/110 · 18/50 | Medium $316.50M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.TJX TJX Companies | 77 56/110 · 21/50 | Medium $1.16B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.NRG NRG Energy | 76.8 54.8/110 · 22/50 | Elevated $478.21M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.HUM Humana | 76.1 61.1/110 · 15/50 | Medium $801.60M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ADSK Autodesk | 75.5 55.5/110 · 20/50 | Medium $500.97M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.KEYS Keysight Technologies | 75.4 58.4/110 · 17/50 | Medium $570.16M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.AES AES Corporation | 74.9 63.9/110 · 11/50 | Medium $144.88M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PLTR Palantir Technologies | 74.9 69.9/110 · 5/50 | Medium $3.36B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.EQT EQT Corporation | 74.8 59.8/110 · 15/50 | Medium $321.03M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.KMI Kinder Morgan | 74.4 59.4/110 · 15/50 | Medium $504.52M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ON ON Semiconductor | 74.1 58.1/110 · 16/50 | Elevated $751.05M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.NCLH Norwegian Cruise Line Holdings | 73.7 58.7/110 · 15/50 | Elevated $389.88M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.FCX Freeport-McMoRan | 73.6 66.6/110 · 7/50 | Medium $653.56M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.FTV Fortive | 73.6 60.6/110 · 13/50 | Medium $141.96M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.NI NiSource | 73.4 58.4/110 · 15/50 | Medium $244.36M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MPWR Monolithic Power Systems | 73.2 60.2/110 · 13/50 | Elevated $546.09M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.BLK BlackRock | 73 66/110 · 7/50 | Medium $581.84M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CBOE Cboe Global Markets | 73 60/110 · 13/50 | Elevated $237.72M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MET MetLife | 72.9 61.9/110 · 11/50 | Medium $417.80M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ADI Analog Devices | 72.8 63.8/110 · 9/50 | Medium $951.68M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.KLAC KLA Corporation | 72.8 61.8/110 · 11/50 | Elevated $1.86B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CPAY Corpay | 72.7 64.7/110 · 8/50 | Medium $151.69M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.MCK McKesson Corporation | 72.6 59.6/110 · 13/50 | Medium $627.13M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.NTAP NetApp | 72.5 58.5/110 · 14/50 | Elevated $649.40M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.STZ Constellation Brands | 72.5 55.5/110 · 17/50 | Medium $680.59M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.DAL Delta Air Lines | 72.4 65.4/110 · 7/50 | Medium $781.58M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.AME Ametek | 72.2 65.2/110 · 7/50 | Medium $226.39M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.AEE Ameren | 72 59/110 · 13/50 | Low $277.99M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.EXR Extra Space Storage | 72 61/110 · 11/50 | Medium $226.11M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.XEL Xcel Energy | 71.8 61.8/110 · 10/50 | Medium $682.00M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.WMB Williams Companies | 71.6 60.6/110 · 11/50 | Medium $466.12M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.TSLA Tesla, Inc. | 71.5 56.5/110 · 15/50 | Medium $10.50B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.VRSN Verisign | 71.5 60.5/110 · 11/50 | Medium $260.74M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.AMZN Amazon | 71.4 60.4/110 · 11/50 | Medium $8.40B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.EXPD Expeditors International | 71.4 64.4/110 · 7/50 | Medium $148.80M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.LRCX Lam Research | 71.4 60.4/110 · 11/50 | Elevated $2.55B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.IRM Iron Mountain | 71.2 59.2/110 · 12/50 | Medium $145.63M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PG Procter & Gamble | 71.2 60.2/110 · 11/50 | Low $1.68B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.DECK Deckers Brands | 70.7 59.7/110 · 11/50 | Medium $267.43M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.NUE Nucor | 70.7 58.7/110 · 12/50 | Medium $268.30M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.TPL Texas Pacific Land Corporation | 70.5 57.5/110 · 13/50 | Elevated $139.82M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.TRGP Targa Resources | 70.5 59.5/110 · 11/50 | Medium $342.35M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CL Colgate-Palmolive | 70.3 60.3/110 · 10/50 | Medium $349.53M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.CVX Chevron Corporation | 70.3 60.3/110 · 10/50 | Medium $1.12B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ED Consolidated Edison | 70.3 59.3/110 · 11/50 | Medium $342.08M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.HAS Hasbro | 70.3 58.3/110 · 12/50 | Medium $155.49M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.PPL PPL Corporation | 70.3 60.3/110 · 10/50 | Medium $236.14M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.ISRG Intuitive Surgical | 70.2 66.2/110 · 4/50 | Medium $657.57M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.NXPI NXP Semiconductors | 70.2 61.2/110 · 9/50 | Medium $421.40M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.DUK Duke Energy | 70.1 61.1/110 · 9/50 | Low $572.05M | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.SMCI Supermicro | 70 57/110 · 13/50 | Elevated $1.21B | n/a runup n/a · drawdown n/a | pending · 0 bars |
| # US.DELL Dell Technologies | 69.9 54.9/110 · 15/50 | Elevated $3.09B | 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.