QS AI stock prediction, Monte Carlo, and QML research
QuantumScape is tied to solid-state battery development and electric vehicle supply chains. The stock can trade as a technology milestone story as much as a financial statement story.
Ticker
QS
Market
NYSE
Theme
solid-state battery commercialization
Today's Public Snapshot
QS 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 QS AI percentage
The percentage is the estimated probability that QS 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
QS historical prediction win rate
Win rate is calculated only from records where the next trading-day close has been verified.
Win rate
36.4%
insufficient_data
Monthly
36.4%
2026-06 4/11
Verified
11
Minimum 10
Correct
4
Next-session direction
High conf.
36.4%
11 verified records
Updated
2026-06-16
candidate model
QS historical prediction records
| Date | Signal | Probability | Bucket | Last close | Actual next close | Change | Result |
|---|---|---|---|---|---|---|---|
| 2026-06-16 | Bearish | 35% | high confidence | $6.97 | - | - | Pending |
| 2026-06-15 | Bullish | 60% | high confidence | $7.29 | $6.92 | -5.14% | Miss |
| 2026-06-12 | Bullish | 66% | high confidence | $7.27 | $7.23 | -0.55% | Miss |
| 2026-06-11 | Bearish | 32% | high confidence | $6.91 | $7.09 | 2.60% | Miss |
| 2026-06-10 | Bearish | 33% | high confidence | $7.22 | $7.23 | 0.14% | Miss |
| 2026-06-09 | Bearish | 36% | high confidence | $7.50 | $7.00 | -6.60% | Correct |
| 2026-06-08 | Bearish | 34% | high confidence | $7.66 | $7.32 | -4.44% | Correct |
| 2026-06-05 | Bearish | 37% | high confidence | $7.67 | $7.66 | -0.13% | Correct |
| 2026-06-04 | Bullish | 64% | high confidence | $9.08 | $7.67 | -15.53% | Miss |
| 2026-06-03 | Bearish | 41% | high confidence | $8.76 | $9.08 | 3.65% | Miss |
| 2026-06-02 | Bullish | 64% | high confidence | $9.20 | $8.76 | -4.78% | Miss |
| 2026-06-01 | Bullish | 60% | high confidence | $9.14 | $9.20 | 0.66% | Correct |
Why Track It
QuantumScape research context
Track QS when you want to measure whether battery-tech momentum is improving or fading against EV and growth-stock benchmarks.
Research Angles
- Milestone expectations can create gap risk around announcements.
- Drawdown control is important because speculative battery names can trend hard in both directions.
- AI Prediction can help separate price momentum from headline excitement.
Workflow
How to research QS
Start with the module that matches the question, then compare the signal against risk and benchmark context.
Step 1
Use AI Prediction for the next-session probability view.
Step 2
Review QML strategy metrics for win rate, drawdown, and trend persistence.
Step 3
Compare QS with TSLA and QQQ to separate theme strength from broad market beta.
FAQ
QS stock prediction FAQ
What does the QS 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 QS 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 QS?
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 QS 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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