Insights on finance, AI, and market analysis
Between January and March 2026, our editorial staff conducted a hands-on review of 23 financial data API platforms used by developers, quantitative analysts, and algorithmic trading teams across global markets. We tested each provider with standardized integration benchmarks covering 40+ real-world use cases, measuring multi-asset coverage, data freshness, documentation quality, and total cost of ownership […]
Between January and March 2026, our research team evaluated 8 leading free options profit calculators used by over 2.5 million retail traders globally. We tested each platform with 40+ real trading scenarios across 15 major stocks and ETFs, measuring data accuracy, calculation speed, strategy coverage, and user experience under live market conditions. Our analysis used […]
Generative AI has moved quickly from pilot projects to everyday tools in financial services. This report looks at the main ways firms are putting the technology to work right now. The Lambda Finance team reviewed public data from more than 2,500 leaders surveyed between January 2024 and December 2025. We pulled together numbers from Deloitte, […]
AI is showing up in more parts of financial services every day. Banks use it to catch fraud before it happens, insurers run it on claims, and wealth managers let it build custom portfolios. This report lays out the use cases that are actually live right now, not just ideas on paper. The Lambda Finance […]
The US retail investor participation rate stands at 62 percent in 2025. This report brings together the clearest numbers so you can see exactly how many Americans are in the market and how that figure has changed over time. The Lambda Finance team compiled data from Gallup’s 2025 Economy and Personal Finance survey of US […]
AI delivers real money back when financial firms put it to work the right way. Banks see lower fraud losses, faster credit decisions, and happier customers without adding staff. This report shows the actual ROI numbers from live projects so you can see what works and what realistic payback looks like. The Lambda Finance team […]
The average retail options trade returned minus 0.9 percent. This report brings together the clearest numbers on ROI so you can see exactly how options trading performs in practice and what separates the winners from the rest. The Lambda Finance team compiled data from the 2025 academic study “An Anatomy of Retail Option Trading” by […]
Sixty-two percent of Americans own stocks in 2025. This report brings together the clearest numbers available so you can see exactly where things stand and how they have shifted. The Lambda Finance team compiled data from Gallup’s 2024 and 2025 Economy and Personal Finance surveys of U.S. adults, cross-checked against Federal Reserve distribution figures and […]
About 165 million Americans count as stock traders in 2025. This report brings together the clearest numbers so you can see exactly how many people participate in the market and how that figure has changed over time. The Lambda Finance team compiled data from the Gallup 2025 Economy and Personal Finance survey, Charles Schwab Modern […]
Nancy Pelosi’s rate of return on her stock trades has been one of the most talked about topics in investing circles for years. This report shows the actual numbers from her public filings and how her portfolio has stacked up against the market. The Lambda Finance team compiled data from Quiver Quantitative, New York Post […]