Valuation & Fundamental Analysis

An examination of how Michael Platt's trading strategy evolved after he returned outside capital, leveraging his firm's massive balance sheet to exploit illiquidity and structural market inefficiencies.

Discover how to trade shareholder-friendly corporate actions that are common in high-FCFY companies. This article explores event-driven strategies for buybacks, M&A, and special dividends.

A practical guide for traders on how to identify and short-sell stocks of companies that are using aggressive bill-and-hold accounting practices.

This article focuses on the unique challenges of identifying revenue timing manipulation in SaaS and subscription-based businesses, and provides traders with a framework for analyzing these companies.

A guide for traders on how to detect bill-and-hold schemes by scrutinizing sales contracts, looking for unusual terms, and using customer confirmations to verify the legitimacy of sales.

The valuation of the AUD/NZD currency pair is influenced not only by the monetary policy divergence between the Reserve Bank of Australia and the Reserve Bank of New Zealand but also significantly by the Chinese economy. China's demand for commodities, especially Australia's iron ore exports, affects commodity prices and trade dynamics, which in turn impact the AUD/NZD exchange rate, making Chinese economic indicators essential for accurate analysis and trading strategies.

Accelerated Share Repurchases (ASRs): Structure, Mechanics, and Trading Opportunities An Accelerated Share Repurchase, or ASR, is a sophisticated financial transaction that allows a company to buy back a large number of its own shares in a very short period of time. It is a popular alternative to the traditional open-market repurchase program, and it creates a unique set of trading opportunities for those who understand its structure and mechanics.

The Hidden Risks of Debt-Financed Buybacks: A Credit and Equity Trader's Perspective The allure of a debt-financed share buyback is undeniable. By borrowing money to repurchase shares, a company can amplify the accretive effect on its earnings per share.

Insider Selling During Buyback Programs: A Important Red Flag Analysis for Traders A share buyback announcement is often interpreted as a bullish signal, an indication that a company’s management believes its stock is undervalued. However, this signal can be powerfully contradicted when corporate insiders—the executives and directors with the most intimate knowledge of the company’s prospects—are simultaneously selling their own shares.

Measuring Post-Buyback Performance: A Framework for Separating Alpha from Beta A company announces a significant share buyback, and its stock price subsequently outperforms the broader market. It is a common narrative, but for the discerning trader, the story does not end there.

The Trader's Guide to the Tax Implications of Share Buybacks in a Global Market For the global macro trader, understanding the tax implications of share buybacks is not just an academic exercise; it is a important component of a successful trading strategy. The tax treatment of buybacks varies significantly from one jurisdiction to another, and these differences can have a major impact on the after-tax returns of a trade.

Short selling is an exercise in identifying not just overvaluation, but fundamental decay. While many metrics focus on price, the most potent short theses are built on a foundation of deteriorating financial health. The Piotroski F-Score, traditionally a tool for identifying strong value stocks, becomes a effective contrarian weapon when inverted.

Integrating cohort analysis with ARR and NDR enhances SaaS performance forecasting by revealing customer behavior patterns across different acquisition periods, rather than relying solely on aggregate metrics. This approach uncovers variations in retention and expansion trends within specific cohorts, providing traders and investors with more accurate, actionable insights into future revenue trajectories amid market turbulence.

Effective risk arbitrage in SaaS M&A requires focusing on ARR, NDR, and the Rule of 40 to accurately value targets and assess market risk premiums. Incorporating these forward-looking, metric-driven indicators allows arbitrageurs to better price potential deals and understand the revenue resilience and profitability balance inherent in SaaS companies.

The Rule of 40 remains a key SaaS valuation metric, but its effectiveness depends heavily on sales and marketing efficiency. High S&M efficiency, measured by metrics like SER and CAC payback, directly boosts revenue growth and profitability, ensuring the combined score meets or exceeds 40 and supports sustainable long-term shareholder value.

Understanding the true drivers of ARR growth is vital for traders evaluating SaaS stocks, as headline figures can be misleading if driven by unsustainable practices like high cash burn or accounting tricks. Dissecting ARR components—new customer acquisition, expansion, and churn—along with analyzing unit economics such as CAC and LTV, helps distinguish genuine, sustainable growth from superficial gains. This nuanced approach enables more accurate assessments of a company's long-term value a

Understanding the components behind ARR—such as new bookings, expansion, contraction, and churn—is important for traders aiming to accurately assess subscription company health and growth quality. By dissecting these elements, traders can better identify potential risks and forecast future performance beyond mere headline ARR figures.

Converting ARR into unlevered free cash flow is essential for accurately valuing cloud companies through DCF analysis, as ARR alone doesn't reflect the full economic picture. By normalizing ARR, adjusting for churn and expansion, and incorporating ancillary revenues, traders can derive a more precise cash flow estimate that captures the company's true intrinsic value. This process ensures a comprehensive valuation that accounts for all relevant revenue streams and investments.

This article will propose a quantitative framework for assessing the financial impact of a major cyber attack on specific industries and companies. It will explore how to model this tail risk and incorporate it into asset valuation models, with a focus on the insurance and technology sectors.

An in-depth analysis of how to use Same-Store Sales (SSS) data to predict the performance of restaurant stocks. This article explores the nuances of SSS reporting and how to identify inflection points before the broader market.

An analysis of how EV charging can be used to drive traffic to retail locations. This article explores the potential for retailers to generate a new revenue stream from EV charging, and the implications for traders.

A quantitative analysis of how charging speed (from Level 2 to DC fast charging) affects the revenue and profitability of an EV charging network. This article provides a model for traders to assess the capital allocation strategies of charging companies.

This article provides a detailed framework for analyzing the unit economics of a restaurant chain. It covers key metrics such as Cost of Goods Sold (COGS), labor costs, and occupancy costs, and explains how to use them to build a comprehensive valuation model.

An exploration of how V2G technology can be used to arbitrage the difference between peak and off-peak electricity prices. This article provides a framework for traders to value the potential revenue streams from V2G.

A detailed breakdown of the various government subsidies available to EV charging companies and their impact on profitability. This article provides a framework for traders to identify and capitalize on opportunities created by changes in regulatory policy.

An examination of how government taxation policies impact the profitability and valuation of mining companies, including an overview of different tax types and tax planning strategies.

An analysis of how technology and automation are being used to lower costs and improve efficiency in the mining industry, and how traders can identify the technology leaders.

A guide to evaluating the exploration potential of junior mining stocks, focusing on the importance of management, property location, and the interpretation of geological data.

An analysis of how ore grade variability impacts the Net Present Value (NPV) of a mining project and the subsequent valuation of the company's stock.

A detailed guide for traders on how to interpret mineral reserve and resource statements, including the key differences between JORC and NI 43-101 reporting standards.