AMZN AI stock prediction, Monte Carlo, and QML research
Amazon combines AWS cloud infrastructure, ecommerce, advertising, and AI workload exposure in one mega-cap stock.
Ticker
AMZN
Exchange / Market
NASDAQ
Sector
Cloud and consumer internet
Theme
AWS, ecommerce, advertising, logistics, and AI infrastructure
Today's Public Snapshot
AMZN AI signal and IV regime
Latest backend snapshot: 2026-08-03. 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
COMPRESSION
Options volatility context
IV view
Volatility compression
Opportunity score 42.1
How to read the AMZN AI percentage
The percentage is the estimated probability that AMZN 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
AMZN historical prediction win rate
Win rate is calculated only from records where the next trading-day close has been verified.
Win rate
28.6%
insufficient_data
Monthly
28.6%
2026-07 2/7
Verified
7
Minimum 10
Correct
2
Next-session direction
High conf.
0.0%
5 verified records
Updated
2026-08-03
candidate model
AMZN historical prediction records
| Date | Signal | Probability | Bucket | Last close | Actual next close | Change | Result |
|---|---|---|---|---|---|---|---|
| 2026-08-03 | Bullish | 60% | high confidence | $284.18 | - | - | Pending |
| 2026-07-31 | Bullish | 58% | high confidence | $270.94 | - | - | Pending |
| 2026-07-31 | Bullish | 58% | high confidence | $270.94 | - | - | Pending |
| 2026-07-30 | Bullish | 54% | no edge | $236.88 | - | - | Pending |
| 2026-07-30 | Bullish | 54% | no edge | $236.91 | - | - | Pending |
| 2026-07-29 | Bearish | 45% | no edge | $227.67 | - | - | Pending |
| 2026-07-28 | Bearish | 41% | high confidence | $229.77 | - | - | Pending |
| 2026-07-27 | Bullish | 58% | high confidence | $234.87 | - | - | Pending |
| 2026-07-24 | Bullish | 52% | no edge | $232.03 | - | - | Pending |
| 2026-07-23 | Bullish | 60% | high confidence | $233.05 | - | - | Pending |
| 2026-07-22 | Bearish | 44% | medium confidence | $244.06 | - | - | Pending |
| 2026-07-21 | Bearish | 45% | medium confidence | $247.54 | - | - | Pending |
| 2026-07-21 | Bearish | 45% | medium confidence | $247.54 | - | - | Pending |
| 2026-07-20 | Bearish | 45% | no edge | $250.34 | - | - | Pending |
| 2026-07-20 | Bearish | 45% | no edge | $250.33 | - | - | Pending |
| 2026-07-17 | Bullish | 51% | no edge | $248.33 | - | - | Pending |
| 2026-07-17 | Bullish | 51% | no edge | $248.42 | - | - | Pending |
| 2026-07-16 | Bullish | 51% | no edge | $254.90 | - | - | Pending |
| 2026-07-16 | Bullish | 51% | no edge | $254.90 | - | - | Pending |
| 2026-07-15 | Bearish | 47% | no edge | $253.84 | - | - | Pending |
| 2026-07-15 | Bearish | 47% | no edge | $253.84 | - | - | Pending |
| 2026-07-14 | Bearish | 48% | no edge | $245.29 | - | - | Pending |
| 2026-07-14 | Bearish | 48% | no edge | $245.29 | - | - | Pending |
| 2026-07-13 | Bearish | 47% | no edge | $248.67 | $247.49 | -0.47% | Correct |
| 2026-07-13 | Bearish | 47% | no edge | $248.64 | $247.49 | -0.46% | Correct |
| 2026-07-10 | Bearish | 36% | high confidence | $245.42 | $247.31 | 0.77% | Miss |
| 2026-07-10 | Bearish | 36% | high confidence | $245.43 | $247.31 | 0.77% | Miss |
| 2026-07-09 | Bearish | 38% | high confidence | $241.40 | $245.34 | 1.63% | Miss |
| 2026-07-09 | Bearish | 38% | high confidence | $241.40 | $245.34 | 1.63% | Miss |
| 2026-07-08 | Bearish | 43% | high confidence | $241.14 | $247.04 | 2.45% | Miss |
Why Track It
Amazon research context
Track AMZN when you want to compare cloud AI demand with broader consumer and advertising sensitivity.
Research Angles
- AWS trends can affect how traders price AI infrastructure growth.
- Retail and margin expectations can create signals that differ from pure AI names.
- Monte Carlo helps frame range risk around earnings and guidance periods.
Workflow
How to research AMZN
Start with the module that matches the question, then compare the signal against risk and benchmark context.
Step 1
Compare AMZN with MSFT and GOOGL for cloud leadership.
Step 2
Run AI Prediction for short-term directional probability.
Step 3
Review historical prediction records before relying on a single signal.
FAQ
AMZN stock prediction FAQ
Does HPSILab cover options for AMZN?
Yes. AMZN is a US-listed NASDAQ stock with full options coverage, including implied volatility, Greeks, expected move, and option pressure analysis.
What makes AMZN's signal different from a pure cloud stock?
AMZN mixes AWS cloud and AI workload exposure with ecommerce, advertising, and logistics, so its price can react to consumer-spending and margin expectations in ways MSFT or GOOGL may not — worth comparing side by side.
Is this AMZN research investment advice?
No. This page is for research and educational purposes only and does not constitute investment advice.
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