ML Predictions
NewCompare historical prediction accuracy across stocks using the latest model-evaluation results.
Stocks evaluated
4,968
Median accuracy
52.4%
Model snapshot
20260926_0
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.
Prediction Accuracy Ranking
Daily ranking by Combined Accuracy from the latest model snapshot. Select any column header to sort.
| ⓘ | ⓘ | ⓘ | ⓘ | ⓘ | ||||
|---|---|---|---|---|---|---|---|---|
| 2306 | NVDA | Nvidia Corp | Information Technology | $5.40T | 52.6% | 52.3% | 50.3% | 54.9% |
| 1416 | AAPL | Apple Inc. | Information Technology | $4.60T | 53.8% | 55.4% | 53.1% | 52.7% |
| 4284 | GOOGL | Alphabet Inc. Class A Capital Stock | Communication Services | $4.03T | 50.0% | 52.0% | 50.2% | 47.6% |
| 4521 | GOOG | Alphabet Inc. Class C Capital Stock | Communication Services | $4.03T | 49.5% | 48.0% | 49.6% | 50.9% |
| 1600 | MSFT | Microsoft Corp | Information Technology | $3.65T | 53.5% | 54.3% | 51.3% | 54.7% |
| 4943 | AMZN | Amazon.Com Inc | Consumer Discretionary | $2.72T | 46.7% | 46.8% | 44.0% | 49.0% |
| 1908 | TSM | Taiwan Semiconductor Manufacturing Company Limited | Information Technology | $2.03T | 53.1% | 52.3% | 54.4% | 52.4% |
| 1790 | AVGO | Broadcom Inc. | Information Technology | $1.73T | 53.2% | 56.5% | 50.0% | 52.7% |
| 4715 | META | Meta Platforms, Inc. Class A | Communication Services | $1.67T | 48.8% | 47.8% | 50.8% | 47.6% |
| 2279 | TSLA | Tesla, Inc. | Consumer Discretionary | $1.45T | 52.6% | 54.4% | 51.9% | 51.4% |
| 1114 | BRK.B | Berkshire Hathaway Inc. | Financials | $1.08T | 54.3% | 56.7% | 56.8% | 48.7% |
| 3086 | LLY | Eli Lilly & Co. | Health Care | $1.00T | 51.7% | 53.0% | 51.7% | 50.3% |
| 1554 | JPM | JPMorgan Chase & Co. | Financials | $942.9B | 53.5% | 53.8% | 54.6% | 52.3% |
| 4649 | WMT | Walmart Inc. | Consumer Staples | $839.6B | 49.1% | 51.7% | 48.4% | 46.8% |
| 1420 | AMD | Advanced Micro Devices | Information Technology | $825.6B | 53.7% | 53.3% | 55.0% | 52.9% |
| 2972 | V | VISA Inc. | Financials | $693.6B | 51.9% | 50.7% | 52.1% | 52.8% |
| 2995 | ASML | ASML Holding N.V. | Information Technology | $677.9B | 51.8% | 54.4% | 49.6% | 51.2% |
| 527 | XOM | Exxon Mobil Corporation | Energy | $675.3B | 55.9% | 57.9% | 55.9% | 53.6% |
| 3654 | JNJ | Johnson & Johnson | Health Care | $643.6B | 51.0% | 48.8% | 52.9% | 51.0% |
| 1240 | INTC | Intel Corp | Information Technology | $561.6B | 54.1% | 55.5% | 53.0% | 53.7% |
| 2377 | MA | Mastercard Incorporated | Financials | $500.1B | 52.5% | 53.3% | 54.4% | 49.5% |
| 2824 | ORCL | Oracle Corp | Information Technology | $465.6B | 52.0% | 51.4% | 56.0% | 48.0% |
| 2819 | ABBV | ABBVIE INC. | Health Care | $439.6B | 52.0% | 54.3% | 51.7% | 49.8% |
| 1553 | BAC | Bank of America Corporation | Financials | $438.2B | 53.5% | 52.7% | 53.3% | 54.6% |
| 2862 | CSCO | Cisco Systems, Inc. (DE) | Information Technology | $431.4B | 52.0% | 55.2% | 48.2% | 51.9% |
How to use this page
- •Start with Combined Accuracy for the quickest read on each stock's historical model track record.
- •Use Current AI Rank vs Historical Accuracy to see whether today's leaders also have a stronger backtest record.
- •Use search and market-cap filters to compare stocks in the universe relevant to you.
- •Open a ticker after checking reliability to review its current score and supporting context.
Method summary
ML Predictions ranks stocks by historical backtest accuracy for the combined model and its three underlying algorithms. These results provide research context and do not guarantee future performance.
Data sources
Market/price data: Marketstack. Model outputs + aggregates: AI Stock Platform pipelines. News context: sources listed on the News page.
Related tools
Ranked stocks
Compare historical prediction accuracy with the current ranked universe.
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Check whether a stock's current AI score is improving or weakening.
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Find and compare tools
Explore the broader stock-research workflow.
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 Combined Accuracy mean?
Combined Accuracy summarizes the ensemble's historical prediction accuracy for a stock using the available underlying model results.
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.