MSFT AI stock prediction, Monte Carlo, and QML research
Microsoft is a core mega-cap AI platform stock tied to cloud demand, enterprise software, and AI assistant adoption.
Ticker
MSFT
Exchange / Market
NASDAQ
Sector
Cloud and AI platforms
Theme
Azure, enterprise software, AI copilots, and cloud infrastructure
Today's Public Snapshot
MSFT 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
NEUTRAL
Options volatility context
IV view
Put demand elevated
Opportunity score 39.6
How to read the MSFT AI percentage
The percentage is the estimated probability that MSFT 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
MSFT historical prediction win rate
Win rate is calculated only from records where the next trading-day close has been verified.
Win rate
75.0%
insufficient_data
Monthly
75.0%
2026-07 6/8
Verified
8
Minimum 10
Correct
6
Next-session direction
High conf.
Insufficient data
0 verified records
Updated
2026-08-03
candidate model
MSFT historical prediction records
| Date | Signal | Probability | Bucket | Last close | Actual next close | Change | Result |
|---|---|---|---|---|---|---|---|
| 2026-08-03 | Bullish | 54% | no edge | $483.73 | - | - | Pending |
| 2026-08-03 | Bullish | 54% | no edge | $483.73 | - | - | Pending |
| 2026-07-31 | Bearish | 47% | no edge | $451.44 | - | - | Pending |
| 2026-07-31 | Bearish | 47% | no edge | $451.44 | - | - | Pending |
| 2026-07-30 | Bearish | 46% | no edge | $444.84 | - | - | Pending |
| 2026-07-30 | Bearish | 46% | no edge | $444.78 | - | - | Pending |
| 2026-07-29 | Bullish | 62% | high confidence | $394.43 | - | - | Pending |
| 2026-07-29 | Bullish | 63% | high confidence | $394.37 | - | - | Pending |
| 2026-07-28 | Bullish | 64% | high confidence | $394.24 | - | - | Pending |
| 2026-07-27 | Bullish | 63% | high confidence | $389.87 | - | - | Pending |
| 2026-07-27 | Bullish | 63% | high confidence | $389.83 | - | - | Pending |
| 2026-07-24 | Bullish | 57% | medium confidence | $383.04 | - | - | Pending |
| 2026-07-24 | Bullish | 57% | medium confidence | $383.04 | - | - | Pending |
| 2026-07-23 | Bearish | 41% | high confidence | $379.36 | - | - | Pending |
| 2026-07-23 | Bearish | 41% | high confidence | $379.40 | - | - | Pending |
| 2026-07-22 | Bullish | 52% | no edge | $389.36 | - | - | Pending |
| 2026-07-22 | Bullish | 52% | no edge | $389.42 | - | - | Pending |
| 2026-07-21 | Bullish | 60% | high confidence | $398.48 | - | - | Pending |
| 2026-07-21 | Bullish | 60% | high confidence | $398.48 | - | - | Pending |
| 2026-07-20 | Bullish | 54% | no edge | $395.78 | - | - | Pending |
| 2026-07-20 | Bullish | 54% | no edge | $395.67 | - | - | Pending |
| 2026-07-17 | Bearish | 45% | medium confidence | $391.77 | - | - | Pending |
| 2026-07-16 | Bearish | 50% | no edge | $397.22 | $393.82 | -0.86% | Correct |
| 2026-07-16 | Bearish | 50% | no edge | $397.30 | $393.82 | -0.88% | Correct |
| 2026-07-15 | Bullish | 53% | no edge | $394.15 | $401.10 | 1.76% | Correct |
| 2026-07-15 | Bullish | 53% | no edge | $394.15 | $401.10 | 1.76% | Correct |
| 2026-07-14 | Bearish | 45% | no edge | $387.15 | $395.63 | 2.19% | Miss |
| 2026-07-14 | Bearish | 45% | no edge | $387.15 | $395.63 | 2.19% | Miss |
| 2026-07-13 | Bearish | 50% | no edge | $389.76 | $384.93 | -1.24% | Correct |
| 2026-07-13 | Bearish | 50% | no edge | $389.75 | $384.93 | -1.24% | Correct |
Why Track It
Microsoft research context
Track MSFT when you want a liquid AI platform benchmark that connects cloud infrastructure with enterprise software demand.
Research Angles
- MSFT helps separate durable enterprise AI demand from speculative AI application momentum.
- Azure and AI spending expectations can influence broad software sentiment.
- QML and historical win rate checks help keep mega-cap prediction narratives accountable.
Workflow
How to research MSFT
Start with the module that matches the question, then compare the signal against risk and benchmark context.
Step 1
Run AI Prediction for next-session probability.
Step 2
Compare MSFT with GOOGL, AMZN, META, and QQQ in Batch Prediction.
Step 3
Use historical win rate to check whether the model has enough verified MSFT records.
FAQ
MSFT stock prediction FAQ
Does HPSILab cover options for MSFT?
Yes. MSFT is a US-listed NASDAQ stock with full options coverage, including implied volatility, Greeks, expected move, and option pressure analysis.
Why is MSFT useful as an AI platform benchmark?
MSFT connects Azure cloud demand with enterprise software and AI copilot adoption, so its trend tends to be slower and more durable than speculative AI-application names — useful for separating real demand from hype.
Is this MSFT research investment advice?
No. This page is for research and educational purposes only and does not constitute investment advice.
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AMZN
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Track AMZN when you want to compare cloud AI demand with broader consumer and advertising sensitivity.
QQQ
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Track QQQ when you want to know whether individual technology signals align with broad growth-market momentum.