Global macro data and AI research platform for smarter economic decisions
Global macro data and AI research platform for smarter economic decisions
ML Alpha records 180 monthly visits with -87.9% month-over-month growth and Freemium pricing. PWP Leeway records 4,008 monthly visits with +77.7% growth and Freemium pricing.

Hedge-fund-grade AI tools and a marketplace for smarter stock investing
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | mlalpha.com | leeway.tech |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 180 (180) | 4.01K (4,008) |
| MoM Traffic Delta | -1.3K (-87.9%) | +1.75K (+77.7%) |
| Primary Market & Share | 🇹🇭 Thailand (100%) | 🇩🇪 Germany (100%) |
| Direct Visits / mo | 84 | 1.91K |
| User Rating | 3.7 | 4.1 |
| Supported Platforms | Website | Website |

Hedge-fund-grade AI tools and a marketplace for smarter stock investing
Radar-chart indicators — Short Term, Mid Term, Long Term, Dividend, and Safety — generated by multiple ML algorithms for each covered company.
Explore fundamentals and technicals for over 5,000 US publicly traded companies with more than 25 years of historical data.
Create and track portfolios with live, non-editable historical performance, and follow top users from the marketplace.
Access curated ML-ready datasets to train your own models, submit predictions, and sell them in the marketplace.

AI stock analyst combining fundamental quality, market fit and valuation timing in one score
A single aggregated score built from Business, Market-Fit and Cycle ratings, each weighted one third, used for ranking and building shortlists.
Generative-AI assessment of business model quality across 12 sub-categories, from scaling and moats to governance and capital allocation, with automatic fact-checking.
18 profitability, financial-health and value factors smoothed and forecast with machine learning, adjusted for value and growth market regimes.
Compares a stock's valuation multiples (P/E, P/S, P/B, dividend yield) against its own history to identify cheap or expensive zones and entry/exit windows.
Global macro data and AI research platform for smarter economic decisions
Global macro data and AI research platform for smarter economic decisions
AI investing copilot for stock research, screening and market signals
AI investing copilot for stock research, screening and market signals

AI-driven stock scores that rank every pickable stock by probability of beating the market
AI-driven stock scores that rank every pickable stock by probability of beating the market

AI-driven market analysis for faster, data-backed investing decisions
AI-driven market analysis for faster, data-backed investing decisions
Institution-grade crypto and equities intelligence, delivered through a chat-style AI analyst.
Options flow, dark pools and dealer gamma with an AI analyst built in
Options flow, dark pools and dealer gamma with an AI analyst built in

Your portfolio's AI analyst, powered by alternative data
Your portfolio's AI analyst, powered by alternative data

AI financial advisor that puts sophisticated portfolio tools in your own hands
AI financial advisor that puts sophisticated portfolio tools in your own hands

SpecialistHuman wealth advisors backed by AI-powered financial planning
SpecialistHuman wealth advisors backed by AI-powered financial planning

Free AI investing app for data-driven stock signals
Free AI investing app for data-driven stock signals

AI research agents that track your investment theses across HK and US markets
AI research agents that track your investment theses across HK and US markets

Fundamental stock data, screening and backtesting for self-directed investors
Fundamental stock data, screening and backtesting for self-directed investors