UPST AI stock prediction, Monte Carlo, and QML research
Upstart is a high-beta fintech and AI credit underwriting stock sensitive to lending demand, rates, and risk appetite.
Ticker
UPST
Market
NASDAQ
Theme
AI credit underwriting, consumer lending, and high-beta fintech
Today's Public Snapshot
UPST AI signal and IV regime
Latest backend snapshot: 2026-06-16. Data is rendered only when a public backend snapshot exists.
AI signal
Pending
Next-session model label
Up probability
-
55%+ Bullish, 45% or lower Bearish
IV regime
Pending
Options volatility context
IV view
Pending
Opportunity score -
How to read the UPST AI percentage
The percentage is the estimated probability that UPST 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
UPST historical prediction win rate
Win rate is calculated only from records where the next trading-day close has been verified.
Win rate
Insufficient data
insufficient_data
Monthly
Insufficient data
No monthly data
Verified
0
Minimum 10
Correct
0
Next-session direction
High conf.
Insufficient data
0 verified records
Updated
-
mixed model
UPST historical prediction records
| Date | Signal | Probability | Bucket | Last close | Actual next close | Change | Result |
|---|---|---|---|---|---|---|---|
| No public historical prediction records are available for UPST yet. | |||||||
Why Track It
Upstart research context
Track UPST when you want a volatile AI fintech signal with macro and credit-cycle sensitivity.
Research Angles
- UPST can move sharply with rate expectations and lending commentary.
- AI narrative strength may not offset credit-cycle risk.
- Monte Carlo and historical win rate checks are useful before sizing.
Workflow
How to research UPST
Start with the module that matches the question, then compare the signal against risk and benchmark context.
Step 1
Compare UPST with AI, SOUN, and QQQ for high-beta sentiment.
Step 2
Run AI Prediction for current directional probability.
Step 3
Use historical records to check verified model performance.
FAQ
UPST stock prediction FAQ
What does the UPST AI percentage mean?
It is the model's estimated next-session up probability. A 60% reading means the model currently estimates a 60% chance of an up close for the next session, not a 60% expected return.
How is UPST historical win rate calculated?
Win rate only counts verified prediction rows where the next trading-day close is available. Pending rows are excluded until they can be scored.
Why does IV regime matter for UPST?
IV regime shows options-market pressure, skew, and volatility context. It helps explain whether the market is pricing unusual risk around the ticker.
Is this UPST page investment advice?
No. This page is research and education only. It should be used with your own risk controls and independent analysis.
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