ASML AI stock prediction, Monte Carlo, and QML research
ASML is central to advanced chip manufacturing capacity through lithography equipment.
Ticker
ASML
Exchange / Market
NASDAQ
Sector
Semiconductor equipment
Theme
EUV lithography, advanced chip equipment, and AI supply-chain capacity
Today's Public Snapshot
ASML AI signal and IV regime
Latest backend snapshot: 2026-08-03. Data is rendered only when a public backend snapshot exists.
AI signal
Bullish
Next-session model label
Up probability
67%
55%+ Bullish, 45% or lower Bearish
IV regime
COMPRESSION
Options volatility context
IV view
Volatility compression
Opportunity score 59.6
How to read the ASML AI percentage
The percentage is the estimated probability that ASML closes higher in the next trading session. It is not a long-term price target and it is not a recommendation to buy or sell.
Why IV regime appears before prediction
Options volatility helps separate directional momentum from market-implied risk. Reading IV first makes the AI signal easier to interpret in context.
Historical Accuracy
ASML historical prediction win rate
Win rate is calculated only from records where the next trading-day close has been verified.
Win rate
23.1%
insufficient_data
Monthly
23.1%
2026-07 3/13
Verified
13
Minimum 10
Correct
3
Next-session direction
High conf.
28.6%
7 verified records
Updated
2026-08-03
candidate model
ASML historical prediction records
| Date | Signal | Probability | Bucket | Last close | Actual next close | Change | Result |
|---|---|---|---|---|---|---|---|
| 2026-08-03 | Bullish | 67% | high confidence | $1638.72 | - | - | Pending |
| 2026-07-31 | Bullish | 54% | no edge | $1651.65 | - | - | Pending |
| 2026-07-30 | Bullish | 77% | high confidence | $1667.40 | $1629.00 | -2.30% | Miss |
| 2026-07-29 | Bullish | 62% | high confidence | $1546.34 | $1651.44 | 6.80% | Correct |
| 2026-07-28 | Bullish | 58% | high confidence | $1572.58 | $1550.69 | -1.39% | Miss |
| 2026-07-27 | Bullish | 58% | high confidence | $1654.92 | $1582.95 | -4.35% | Miss |
| 2026-07-24 | Bullish | 53% | no edge | $1775.81 | $1655.26 | -6.79% | Miss |
| 2026-07-23 | Bullish | 61% | high confidence | $1801.94 | $1757.09 | -2.49% | Miss |
| 2026-07-22 | Bearish | 39% | high confidence | $1782.94 | $1803.00 | 1.13% | Miss |
| 2026-07-21 | Bearish | 42% | high confidence | $1815.45 | $1801.86 | -0.75% | Correct |
| 2026-07-20 | Bearish | 49% | no edge | $1776.12 | $1801.51 | 1.43% | Miss |
| 2026-07-17 | Bearish | 48% | no edge | $1738.70 | $1739.02 | 0.02% | Miss |
| 2026-07-16 | Bullish | 54% | no edge | $1784.87 | $1747.58 | -2.09% | Miss |
| 2026-07-15 | Bearish | 48% | no edge | $1767.54 | $1784.87 | 0.98% | Miss |
| 2026-07-13 | Bullish | 54% | no edge | $1726.04 | $1775.64 | 2.87% | Correct |
Why Track It
ASML Holding research context
Track ASML when you want a long-cycle semiconductor equipment signal linked to AI chip capacity.
Research Angles
- Equipment-cycle expectations can lead or lag chip designer momentum.
- ASML can show whether AI infrastructure demand is translating into capacity investment.
- QML trend diagnostics help separate structural strength from short-term headlines.
Workflow
How to research ASML
Start with the module that matches the question, then compare the signal against risk and benchmark context.
Step 1
Compare ASML with TSM, NVDA, and QQQ.
Step 2
Run AI Prediction for next-session probability.
Step 3
Review historical prediction records for verified model behavior.
FAQ
ASML stock prediction FAQ
What is this ASML research page for?
This page organizes ASML Holding research around AI Prediction, options IV regime context, QML equity-curve diagnostics, historical prediction records, and Monte Carlo risk workflows.
What does the ASML AI prediction percentage mean?
The percentage is the model's estimated next-session up probability for ASML. Readings at 55% or higher are labeled Bullish, 45% or lower are labeled Bearish, and the middle range is Neutral.
How is ASML historical prediction win rate calculated?
Historical win rate only counts verified records where the next trading-day close is available. Pending predictions are not counted as wins or misses.
Why does this page show an IV regime for ASML?
The IV regime summarizes options-implied volatility context, including skew and demand, so the AI signal can be read beside market-implied risk.
Is this ASML page investment advice?
No. The page is for research and education only. It does not provide investment advice or a recommendation to buy or sell securities.
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QQQ
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