PWP Leeway
PWP Leeway UG (haftungsbeschränkt) · Business
PWP Leeway, sold as Leeway, rates more than 25,000 stocks on business quality, fundamentals and timing, then feeds that data into ChatGPT, Claude or Gemini.
About PWP Leeway
What Is PWP Leeway
PWP Leeway is a Berlin company that runs Leeway, a web platform for AI stock analysis. You give it a ticker, and it returns three separate ratings plus one combined score. The point isn't a single chatbot opinion. It's a repeatable number you can put next to 25,000 other companies.
The company splits the work by question. An LLM reads annual reports and news to judge how good the business is. A machine learning model looks for patterns in balance sheets and earnings history. A third model compares today's price with the stock's own valuation range over the past decade. Each answer gets its own rating, and the Leeway Score averages the three at equal weight.
That structure is the main difference from asking a general assistant about a stock. A chat model will happily summarize a company, but it won't tell you whether the shares are expensive relative to their own ten year history. Leeway does, and it shows the chart behind the number.
The limits are worth knowing up front. Leeway supplies analysis, not advice, and it can't trade for you. Prices are closing prices from the relevant exchange, so intraday moves aren't covered. The free tier only reaches the 40 DAX companies. PWP Leeway is registered with BaFin as a provider of investment recommendations, and the site states plainly that it doesn't know your finances.
Getting Started
- Create an account at leeway.tech with an email address. No card is needed for the free tier.
- Pick a stock by name, ticker or ISIN. The free plan covers the DAX 40, so start there unless you upgrade.
- Read the three ratings on the stock page, then open the valuation history chart to see where the current multiple sits against the past decade.
- Add names to a watchlist, or run a screen by country, sector and market cap if you want a shortlist.
- Optional: connect the MCP server to ChatGPT, Claude, Gemini or Cursor so your assistant pulls live ratings and prices instead of guessing.
Product Information
A quick look at PWP Leeway's pricing, supported platforms, and performance.
Best for
The users, tasks, and scenarios where this tool fits best.
Users
- Private investors who research their own holdings
- Portfolio managers and analysts at small funds
- People who already ask ChatGPT or Claude about stocks
Tasks
- Narrowing a long list of candidates
- Checking whether a stock is expensive
- Stress testing a portfolio
Scenarios
- Building a shortlist before earnings season
- Reviewing a portfolio once a quarter
- Asking an AI assistant for a stock update
Key features
Three Ratings Behind One Score
Leeway stock analysis splits into Business Rating, Market-Fit Rating and Cycle Rating, and the Leeway Score gives each one a third. You see the parts, not just the total, so a weak timing score can't hide behind a strong business score. That matters when two companies land on similar totals for opposite reasons.
Business Rating From an LLM
The business rating comes from a language model reading filings, reports and news, then judging the quality of the business model. It answers a plain question: is this a good company? Because the input is text, it picks up management changes, litigation and strategy shifts that pure financial ratios miss.
Market-Fit Rating From Machine Learning
A machine learning model looks at balance sheet structure, margins and earnings patterns across the company's history, then compares them with what has tended to work in the market. The output is a fundamental fit score. It's the least intuitive of the three, and the help section explains the inputs if you want to check the logic.
Cycle Rating and Valuation History
The cycle rating compares the current price with the stock's own valuation range over the past decade. You get the P/E today, the ten year median and where the multiple sat at the end of previous years. A stock can be cheap against its sector and expensive against its own history, and this is the rating that catches it.
Rank and Screen Across 25,000 Stocks
The AI stock screener filters the full universe by country, sector and market capitalization, with peer comparison visible in the results table. Coverage depends on your plan: 40 DAX names on the free tier, 10,000 in Europe and America on Investor, 25,000+ globally on Trader.
Portfolio Check and Risk Warnings
You can load holdings and run them through the same rating system. The portfolio check shows the aggregate score, diversification warnings and a risk view, so concentrated bets and overlapping exposure show up before they cost you. Watchlists are capped at 2 on the free tier, 5 on Investor and unlimited on Trader.
Connector and Data API
The MCP connector plugs Leeway into ChatGPT, Claude, Gemini, Perplexity and Cursor in about two minutes. Setup is browser based, with nothing to install. Pricing runs at €0.02 per cached request after 50 free calls a day. Developers who want the raw numbers can use the REST Data API, which is billed separately from the platform plans.
Pros and cons
Pros
- Three independent ratings make the reasoning visible, so you can disagree with one part instead of rejecting the whole score.
- Coverage scales from 40 DAX stocks on the free tier to 25,000+ worldwide, which is a rare free entry point for this kind of tool.
- The MCP connector turns stock analysis for ChatGPT into a live data lookup, and 50 free requests a day covers casual use.
- Valuation history charts answer the "is it expensive now" question that most screeners leave out.
- PWP Leeway is registered with BaFin as a provider of investment recommendations, which is a higher bar than the usual disclaimer page.
Cons
- The free tier stops at the DAX 40, so investors outside Germany get little value without a paid plan.
- Prices are closing prices only, which rules out intraday timing and short term trading workflows.
- API access costs extra on top of the platform subscription, from €16.63 to €69.95 a month per interface.
- No broker connection, so research and execution stay in separate tools.
Frequently asked questions
PWP Leeway is the Berlin company behind Leeway, a web platform that rates stocks on business quality, fundamentals and timing. It combines a language model, a machine learning model and a valuation cycle analysis into one score.
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