Building financial intelligence you can trust. Sourced directly from SEC Edgar.
Credentials: Financial data engineering and product team
Areas of expertise:
Methodology: We build tools that make SEC filing data accessible to developers and analysts. Our API processes raw XBRL data from thousands of public companies into clean, queryable financial metrics.
Screen 50 stocks by ROIC, FCF Yield, and 3 other metrics yfinance cannot provide. Percentile-ranked composite score: Quality (60%) + Value (40%). One script, one API call, no signup.
A stock with a low PE looks cheap. But if ROIC is declining, you're buying a deteriorating business at a discount that keeps getting bigger. Stock Pulse compares any stock to its own 2-year baseline and diagnoses VALUE TRAP or OPPORTUNITY. One API call, no signup.
Compare any two stocks across Valuation and Quality panels — ROIC, FCF Margin, EV/EBIT, FCF Yield, and Total Shareholder Yield that yfinance cannot provide. One API call, no signup. Clone the repo and run it in 60 seconds.
Developer tutorials that ship working code. Each lab walks you through building a real financial tool with the MetricDuck API — from stock comparison tools to valuation alerts. Clone the repo, run the code, extend it for your own projects.
High BDC yields attract income investors, but most analysis stops at yield percentage. This 5-point framework using dividend coverage, cash conversion, and AFFO trajectory reveals the critical difference between ARCC's negative dividend coverage (-2.42) and MAIN's sustainable payout (+1.06).
Netflix's Q4 2025 earnings revealed a 4-6 percentage point growth deceleration for 2026. We analyze the structural factors behind this shift and decode the $83B Warner Bros acquisition strategy.
The average 10-K filing contains over 500,000 characters of text. Most investors don't know what sections exist, let alone where to find specific information. This guide breaks down every section and explains what investors actually find in each.
Most investors buy stocks based on tips, news, or gut feeling. The edge comes from going to the source: the company's own financial reports. Here's how to research any stock like a professional, starting from zero.
Learn how to monitor $370B in AI infrastructure spending quarterly with a 3-metric framework. Track capex/revenue trends, depreciation manipulation signals, and growth alignment across Google, Microsoft, Amazon & Meta. Updated December 2025 with Meta's $600B commitment and Michael Burry's depreciation thesis.
Michael Burry warns Big Tech will understate depreciation by $176B through 2028. Amazon is taking a contrarian approach—shortening useful lives and accepting a $700M profit hit while peers extend to boost earnings. Learn how to screen for earnings quality using the capex/depreciation ratio.
The Magnificent 7 make up 35% of the S&P 500. But comparing them all using P/E ratios is methodologically flawed—they span 5 distinct business models. Our sector-adjusted scorecard reveals GOOGL as best value (17.4x P/E), TSLA as most overvalued (85% optionality premium), and which stocks actually EARN their premiums.
Master the 3-metric cash flow quality framework used by institutional investors. Analyze OCF/NI Ratio, FCF Consistency, and Cash Conversion Cycle with validated 2025 data for NVIDIA, AMD, Intel, and Broadcom. Includes specific thresholds and step-by-step methodology.
Reading 10-Q quarterly filings takes 3+ hours per company. For a 20-stock portfolio, that is 240+ hours per year. MetricDuck structures the key insights with QoQ/YoY comparisons so you can analyze any 10-Q in 5 minutes.
Forward guidance is a company official forecast of future revenue, EPS, and margins. Learn where to find it in SEC filings and how to track guidance revisions for 500+ public companies.
Traditional dividend screening misses deterioration. This 4-metric framework with 8-quarter payout trends predicted 3M's 54% cut 6 months early, Intel's 2024 suspension, and Leggett & Platt's 89% reduction. Screen 938 dividend stocks for sustainability in under 30 seconds.
Manual ROIC screening takes 4+ hours per session. Learn our 5-step framework with sector-specific benchmarks from 938 companies showing why retail median ROIC (15.9%) differs from utilities (5.7%). Screen 500+ companies in 30 minutes with sector-adjusted thresholds.