IONQ AI stock prediction, Monte Carlo, and QML research
IonQ is one of the most visible public-market names tied to quantum computing hardware. The stock often attracts traders looking for asymmetric growth exposure, but its price action can be volatile and sentiment driven.
Ticker
IONQ
Exchange / Market
NYSE
Sector
Quantum computing
Theme
pure-play quantum hardware and cloud access
Today's Public Snapshot
IONQ AI signal and IV regime
Latest backend snapshot: 2026-08-03. Data is rendered only when a public backend snapshot exists.
AI signal
Neutral
Next-session model label
Up probability
49%
55%+ Bullish, 45% or lower Bearish
IV regime
NEUTRAL
Options volatility context
IV view
Neutral IV structure
Opportunity score 24.6
How to read the IONQ AI percentage
The percentage is the estimated probability that IONQ 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.
AI Prediction Snapshot
IONQ stock prediction result
IONQ is shown as a high-beta quantum computing prediction watch. The public page frames the next-session setup; logged-in users can run the live ensemble probability in the AI Prediction module.
Public result
Quantum momentum watch
Next trading session · 2026-08-03
Ensemble up probability
Live model
Run live AI Prediction
RF up probability
Live model
Shown after live run
LR up probability
Live model
Shown after live run
Daily volatility
Live model
Shown after live run
Sentiment score
Live model
Shown after live run
How to read this signal
- Compare IONQ against QBTS, RGTI, QUBT, and DWAV before reading a single-name signal.
- Treat strong up-probability readings as incomplete until Monte Carlo downside range is checked.
- Watch whether QML trend persistence agrees with the next-session model direction.
Historical Accuracy
IONQ historical prediction win rate
Win rate is calculated only from records where the next trading-day close has been verified.
Win rate
75.9%
active
Monthly
75.9%
2026-07 22/29
Verified
29
Minimum 10
Correct
22
Next-session direction
High conf.
88.2%
17 verified records
Updated
2026-08-03
candidate model
IONQ historical prediction records
| Date | Signal | Probability | Bucket | Last close | Actual next close | Change | Result |
|---|---|---|---|---|---|---|---|
| 2026-08-03 | Bearish | 49% | no edge | $37.47 | - | - | Pending |
| 2026-07-31 | Bearish | 49% | no edge | $36.51 | $38.84 | 6.38% | Miss |
| 2026-07-31 | Bearish | 49% | no edge | $36.51 | $38.84 | 6.38% | Miss |
| 2026-07-30 | Bearish | 44% | medium confidence | $34.29 | $36.44 | 6.27% | Miss |
| 2026-07-29 | Bearish | 48% | no edge | $33.17 | $35.77 | 7.82% | Miss |
| 2026-07-28 | Bullish | 50% | no edge | $32.44 | $31.99 | -1.39% | Miss |
| 2026-07-27 | Bearish | 42% | high confidence | $35.24 | $33.88 | -3.87% | Correct |
| 2026-07-24 | Bearish | 42% | high confidence | $32.85 | $35.91 | 9.32% | Miss |
| 2026-07-24 | Bearish | 42% | high confidence | $32.85 | $35.91 | 9.32% | Miss |
| 2026-07-23 | Bearish | 47% | no edge | $34.05 | $32.83 | -3.58% | Correct |
| 2026-07-22 | Bearish | 44% | medium confidence | $35.43 | $34.07 | -3.84% | Correct |
| 2026-07-22 | Bearish | 44% | medium confidence | $35.43 | $34.07 | -3.84% | Correct |
| 2026-07-21 | Bearish | 47% | no edge | $35.35 | $34.69 | -1.87% | Correct |
| 2026-07-20 | Bearish | 43% | medium confidence | $36.26 | $35.51 | -2.07% | Correct |
| 2026-07-17 | Bearish | 41% | high confidence | $34.58 | $34.24 | -0.98% | Correct |
| 2026-07-16 | Bearish | 38% | high confidence | $36.01 | $34.78 | -3.42% | Correct |
| 2026-07-15 | Bearish | 42% | high confidence | $38.78 | $35.12 | -9.44% | Correct |
| 2026-07-14 | Bearish | 43% | high confidence | $39.97 | $37.52 | -6.13% | Correct |
| 2026-07-13 | Bearish | 36% | high confidence | $40.55 | $39.28 | -3.13% | Correct |
| 2026-07-13 | Bearish | 36% | high confidence | $40.55 | $39.28 | -3.13% | Correct |
| 2026-07-10 | Bearish | 36% | high confidence | $42.62 | $38.90 | -8.73% | Correct |
| 2026-07-10 | Bearish | 36% | high confidence | $42.62 | $38.90 | -8.73% | Correct |
| 2026-07-09 | Bearish | 43% | medium confidence | $45.30 | $42.87 | -5.35% | Correct |
| 2026-07-09 | Bearish | 43% | medium confidence | $45.30 | $42.87 | -5.35% | Correct |
| 2026-07-08 | Bearish | 38% | high confidence | $45.05 | $44.77 | -0.62% | Correct |
| 2026-07-08 | Bearish | 38% | high confidence | $45.05 | $44.77 | -0.62% | Correct |
| 2026-07-07 | Bearish | 39% | high confidence | $45.36 | $45.05 | -0.68% | Correct |
| 2026-07-06 | Bearish | 37% | high confidence | $48.87 | $45.38 | -7.15% | Correct |
| 2026-07-02 | Bearish | 35% | high confidence | $49.12 | $48.87 | -0.51% | Correct |
| 2026-07-01 | Bearish | 40% | high confidence | $51.40 | $49.15 | -4.38% | Correct |
Why Track It
IonQ research context
Track IONQ when you want to compare momentum, drawdown pressure, and model probability for a high-beta quantum computing name.
Research Angles
- Quantum computing adoption headlines can move the stock faster than fundamentals.
- Momentum signals matter because trend reversals can be sharp after crowded rallies.
- QML equity curves help compare IONQ against other quantum and AI-linked tickers.
Workflow
How to research IONQ
Start with the module that matches the question, then compare the signal against risk and benchmark context.
Step 1
Open QML Dashboard to compare strategy equity curves across quantum-linked names.
Step 2
Run AI Prediction for a next-session directional probability.
Step 3
Use Monte Carlo to inspect downside range before position sizing.
FAQ
IONQ stock prediction FAQ
What is this IONQ research page for?
This page organizes IonQ research around AI Prediction, options IV regime context, QML equity-curve diagnostics, historical prediction records, and Monte Carlo risk workflows.
What does the IONQ AI prediction percentage mean?
The percentage is the model's estimated next-session up probability for IONQ. Readings at 55% or higher are labeled Bullish, 45% or lower are labeled Bearish, and the middle range is Neutral.
How is IONQ 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 IONQ?
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 IONQ 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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