What signals are included
When supplied by the API, pages show the ensemble probability, component-model probabilities, signal, daily volatility, sentiment and suggested risk levels.
AI stock prediction
Explore probabilistic stock signals
Search model direction, probability, component agreement and API-supplied risk levels by ticker.
Available prediction pages
NVDA
NVIDIA
Open AI prediction →SPY
SPDR S&P 500 ETF Trust
Open AI prediction →QQQ
Invesco QQQ Trust
Open AI prediction →TSLA
Tesla
Open AI prediction →IONQ
IonQ
Open AI prediction →PLTR
Palantir Technologies
Open AI prediction →SOXL
Direxion Daily Semiconductor Bull 3X Shares
Open AI prediction →MU
Micron Technology
Open AI prediction →AMD
Advanced Micro Devices
Open AI prediction →INTC
Intel
Open AI prediction →AVGO
Broadcom
Open AI prediction →TSM
Taiwan Semiconductor Manufacturing
Open AI prediction →ASML
ASML Holding
Open AI prediction →ARM
Arm Holdings
Open AI prediction →QCOM
Qualcomm
Open AI prediction →MRVL
Marvell Technology
Open AI prediction →AMAT
Applied Materials
Open AI prediction →LRCX
Lam Research
Open AI prediction →KLAC
KLA
Open AI prediction →TXN
Texas Instruments
Open AI prediction →ADI
Analog Devices
Open AI prediction →ON
onsemi
Open AI prediction →MCHP
Microchip Technology
Open AI prediction →NXPI
NXP Semiconductors
Open AI prediction →GFS
GlobalFoundries
Open AI prediction →TER
Teradyne
Open AI prediction →MPWR
Monolithic Power Systems
Open AI prediction →CRDO
Credo Technology Group
Open AI prediction →ALAB
Astera Labs
Open AI prediction →COHR
Coherent
Open AI prediction →RKLB
Rocket Lab
Open AI prediction →ASTS
AST SpaceMobile
Open AI prediction →LUNR
Intuitive Machines
Open AI prediction →RDW
Redwire
Open AI prediction →PL
Planet Labs
Open AI prediction →BKSY
BlackSky Technology
Open AI prediction →IRDM
Iridium Communications
Open AI prediction →GSAT
Globalstar
Open AI prediction →VSAT
Viasat
Open AI prediction →SATS
EchoStar
Open AI prediction →AI Stock Prediction
Interpret probability, confidence and model agreement
AI prediction estimates directional probability for the stated horizon using the model outputs returned by HPSILab. A probability is not a promised return or a price target.
How to read confidence
Compare the ensemble with Random Forest and Logistic Regression outputs. Close probabilities indicate agreement; disagreement is a reason to reduce confidence, not conceal uncertainty.
Prediction versus Monte Carlo
Prediction estimates direction. Monte Carlo simulates many modeled price outcomes to frame a range, tail risk and probability around a threshold.
Popular ai stock prediction research
Frequently asked questions
Does a 60% up probability mean a 60% gain?
No. It means an estimated 60% chance of an up close for the stated horizon, not a 60% return.
Why can models disagree?
Models use different statistical structures and can respond differently to the same inputs. The page exposes that disagreement.
Are AI predictions guaranteed?
No. Predictions are experimental research estimates and can be delayed or wrong.
Research only. HPSILab tools provide quantitative information and model outputs, not investment advice. Data can be delayed, incomplete or wrong.