ML Predictions
NewCompare historical prediction accuracy across stocks using the latest model-evaluation results.
Daily Predictions
Compare model forecasts with one-day and one-week price moves.
Forecast for the next trading session, 2026-11-12, based on closing prices from 2026-11-11. Compare with the actual price move after trading closes.
1W compares the saved starting close with the fifth trading-session close (2026-11-18). It stays pending until that session closes. Industry 1W averages available member outcomes; it is not a weekly forecast.
Models = 50% SVM + 30% Random Forest + 20% Gradient Boosting.
Updated Up chance is unavailable until matching price history and industry sentiment are published.
15 industry averages · Showing 25 of 2,641
| Updated Up chance | Status | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Index | Semiconductors & Equipment Index73 / 74 stocks | Industry average | $249.2B | 56.2% · Up | Unavailable | — | — | Pending | Pending |
| Index | Biotechnology Index162 / 167 stocks | Industry average | $7.4B | 52.6% · Up | Unavailable | — | — | Pending | Pending |
| Index | AI Infrastructure & Hardware Index85 / 85 stocks | Industry average | $95.0B | 54.8% · Up | Unavailable | — | — | Pending | Pending |
| Index | Cloud Infrastructure & Cybersecurity Index84 / 85 stocks | Industry average | $76.0B | 51.9% · Up | Unavailable | — | — | Pending | Pending |
| Index | Oil & Gas Index137 / 138 stocks | Industry average | $32.1B | 57.7% · Up | Unavailable | — | — | Pending | Pending |
| Index | Utilities & Power Producers Index84 / 85 stocks | Industry average | $20.5B | 51.8% · Up | Unavailable | — | — | Pending | Pending |
| Index | Electrical & Industrial Equipment Index120 / 123 stocks | Industry average | $22.8B | 50.9% · Up | Unavailable | — | — | Pending | Pending |
| Index | Software, Internet & Connectivity Index218 / 224 stocks | Industry average | $68.8B | 52.3% · Up | Unavailable | — | — | Pending | Pending |
| Index | Financial Services Index413 / 421 stocks | Industry average | $28.8B | 49.9% · Down | Unavailable | — | — | Pending | Pending |
| Index | Healthcare & Pharmaceuticals Index221 / 223 stocks | Industry average | $33.7B | 49.4% · Down | Unavailable | — | — | Pending | Pending |
| Index | Clean & Nuclear Energy Index24 / 24 stocks | Industry average | $8.9B | 46.0% · Down | Unavailable | — | — | Pending | Pending |
| Index | Materials & Mining Index184 / 192 stocks | Industry average | $16.7B | 49.0% · Down | Unavailable | — | — | Pending | Pending |
| Index | Consumer, Retail & Leisure Index317 / 327 stocks | Industry average | $37.2B | 48.0% · Down | Unavailable | — | — | Pending | Pending |
| Index | Industrials, Defense & Infrastructure Index284 / 291 stocks | Industry average | $24.2B | 51.0% · Up | Unavailable | — | — | Pending | Pending |
| Index | Real Estate & REITs Index130 / 132 stocks | Industry average | $13.2B | 47.9% · Down | Unavailable | — | — | Pending | Pending |
| NVDA | Nvidia Corp | Information Technology | $5.77T | 50.2% · Up | Unavailable | — | — | Pending | Pending |
| AAPL | Apple Inc. | Information Technology | $4.86T | 39.8% · Down | Unavailable | — | — | Pending | Pending |
| GOOGL | Alphabet Inc. Class A Capital Stock | Communication Services | $4.24T | 52.7% · Up | Unavailable | — | — | Pending | Pending |
| GOOG | Alphabet Inc. Class C Capital Stock | Communication Services | $4.21T | 56.3% · Up | Unavailable | — | — | Pending | Pending |
| MSFT | Microsoft Corp | Information Technology | $3.90T | 42.4% · Down | Unavailable | — | — | Pending | Pending |
| AMZN | Amazon.Com Inc | Consumer Discretionary | $2.71T | 29.3% · Down | Unavailable | — | — | Pending | Pending |
| TSM | Taiwan Semiconductor Manufacturing Company Limited | Information Technology | $2.52T | 66.7% · Up | Unavailable | — | — | Pending | Pending |
| SPCX | SpaceX | Industrials | $2.25T | 55.7% · Up | Unavailable | — | — | Pending | Pending |
| META | Meta Platforms, Inc. Class A | Communication Services | $1.89T | 62.1% · Up | Unavailable | — | — | Pending | Pending |
| AVGO | Broadcom Inc. | Information Technology | $1.73T | 48.6% · Down | Unavailable | — | — | Pending | Pending |
| TSLA | Tesla, Inc. | Consumer Discretionary | $1.50T | 37.1% · Down | Unavailable | — | — | Pending | Pending |
| SKHY | SK hynix Inc. | Information Technology | $1.39T | 34.5% · Down | Unavailable | — | — | Pending | Pending |
| MU | Micron Technology, Inc. | Information Technology | $1.20T | 42.5% · Down | Unavailable | — | — | Pending | Pending |
| BRK.B | Berkshire Hathaway Inc. | Financials | $1.08T | 67.2% · Up | Unavailable | — | — | Excluded | Excluded |
| AMD | Advanced Micro Devices | Information Technology | $1.03T | 45.5% · Down | Unavailable | — | — | Pending | Pending |
| LLY | Eli Lilly & Co. | Health Care | $1.02T | 68.4% · Up | Unavailable | — | — | Pending | Pending |
| JPM | JPMorgan Chase & Co. | Financials | $883.5B | 62.6% · Up | Unavailable | — | — | Pending | Pending |
| WMT | Walmart Inc. | Consumer Staples | $836.2B | 56.2% · Up | Unavailable | — | — | Pending | Pending |
| ASML | ASML Holding N.V. | Information Technology | $714.4B | 58.1% · Up | Unavailable | — | — | Pending | Pending |
| V | VISA Inc. | Financials | $694.1B | 53.5% · Up | Unavailable | — | — | Pending | Pending |
| XOM | Exxon Mobil Corporation | Energy | $674.4B | 46.7% · Down | Unavailable | — | — | Pending | Pending |
| INTC | Intel Corp | Information Technology | $614.2B | 62.8% · Up | Unavailable | — | — | Pending | Pending |
| JNJ | Johnson & Johnson | Health Care | $609.5B | 32.9% · Down | Unavailable | — | — | Pending | Pending |
| MA | Mastercard Incorporated | Financials | $494.6B | 69.9% · Up | Unavailable | — | — | Pending | Pending |
| ABBV | ABBVIE INC. | Health Care | $469.6B | 71.1% · Up | Unavailable | — | — | Pending | Pending |
Session results · 0 stocks with a price change
Metrics follow Models and the selected filters. Flat, pending and excluded outcomes do not enter directional accuracy. These forecasts are still being evaluated against new trading sessions.
Prediction Accuracy Ranking
How well the models predicted rises and falls in past trading sessions. Still being evaluated.
| ⓘ | ||||
|---|---|---|---|---|
| NVDA | Nvidia Corp | Information Technology | $5.77T | 45.3% |
| AAPL | Apple Inc. | Information Technology | $4.86T | 45.5% |
| GOOGL | Alphabet Inc. Class A Capital Stock | Communication Services | $4.24T | 49.7% |
| GOOG | Alphabet Inc. Class C Capital Stock | Communication Services | $4.21T | 44.3% |
| MSFT | Microsoft Corp | Information Technology | $3.90T | 52.4% |
| AMZN | Amazon.Com Inc | Consumer Discretionary | $2.71T | 46.4% |
| TSM | Taiwan Semiconductor Manufacturing Company Limited | Information Technology | $2.52T | 47.8% |
| META | Meta Platforms, Inc. Class A | Communication Services | $1.89T | 48.9% |
| AVGO | Broadcom Inc. | Information Technology | $1.73T | 52.6% |
| TSLA | Tesla, Inc. | Consumer Discretionary | $1.50T | 45.2% |
| MU | Micron Technology, Inc. | Information Technology | $1.20T | 47.7% |
| AMD | Advanced Micro Devices | Information Technology | $1.03T | 47.7% |
| LLY | Eli Lilly & Co. | Health Care | $1.02T | 51.5% |
| JPM | JPMorgan Chase & Co. | Financials | $883.5B | 54.6% |
| WMT | Walmart Inc. | Consumer Staples | $836.2B | 54.8% |
| ASML | ASML Holding N.V. | Information Technology | $714.4B | 50.1% |
| V | VISA Inc. | Financials | $694.1B | 47.4% |
| XOM | Exxon Mobil Corporation | Energy | $674.4B | 52.8% |
| INTC | Intel Corp | Information Technology | $614.2B | 54.3% |
| JNJ | Johnson & Johnson | Health Care | $609.5B | 50.1% |
| MA | Mastercard Incorporated | Financials | $494.6B | 50.6% |
| ABBV | ABBVIE INC. | Health Care | $469.6B | 53.0% |
| PLTR | Palantir Technologies Inc. Class A | Information Technology | $455.1B | 53.0% |
| CSCO | Cisco Systems, Inc. (DE) | Information Technology | $444.8B | 48.9% |
| LRCX | Lam Research Corp | Information Technology | $432.7B | 49.6% |
Stocks evaluated
5,003
Median balanced accuracy
50.7%
Model snapshot
2026-11-07
Prediction accuracy distribution
Number of stocks in each historical combined-accuracy range.
Current AI Rank vs Historical Accuracy
Each dot is a stock in the current top 500 AI ranking. Hover for details.
Data sources
Market/price data: Marketstack. Model outputs + aggregates: AI Stock Platform pipelines. News context: sources listed on the News page.
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Frequently asked questions
What does ML Predictions measure?
ML Predictions compares historical prediction accuracy by stock using the latest available model-evaluation snapshot.
What does Models accuracy mean?
The corrected one-session score measures actual held-out ensemble balanced accuracy. Legacy scores are weighted averages of individual model scores and do not measure ensemble hit rate.
Is this a forecast or a guarantee?
No. Historical accuracy is context for research and does not guarantee that a current or future prediction will be correct.
How is ML Predictions different from Ranked?
Ranked highlights current stock signals. ML Predictions looks backward at model accuracy so you can add reliability context to those signals.