Insights on finance, AI, and market analysis
In February 2026, our research team conducted an evaluation of stock trading APIs designed for developers, quantitative analysts, and AI-powered trading systems. We analyzed the 32 leading API providers using a standardized methodology to identify which platforms offer the best combination of data quality, AI integration, cost efficiency, and developer experience. Our analysis focused on […]
Key Takeaways Introduction A decade ago, retail investors were often treated like background noise. Today, they can be the main event. So what is retail investor market share, and why does it matter now? This analysis synthesizes data from 500+ AI trading bots, 15,000 retail traders, and institutional trading desks across January 2024 – December […]
Introduction This analysis synthesizes data from 500+ AI trading bots, 15,000 retail traders, and institutional trading desks across January 2024 – December 2025. Performance metrics represent benchmark ranges from verified third-party sources. Individual results vary significantly based on platform selection, strategy implementation, and market conditions. Platforms integrates AI-powered analysis with real-time market data to help […]
Data offers a clearer picture than marketing claims when assessing what percent of crypto traders are profitable. Despite record participation and nonstop trading activity, consistent profits remain concentrated among a small group of traders. Most participants experience uneven results, short-term wins followed by deeper losses, or exit the market altogether. Profitability in crypto trading is […]
Options trading can be powerful for investors who know how to use it well. A successful options trading strategy helps traders make decisions based on market direction, volatility, and risk tolerance. Options traders don’t just buy calls and puts. They use structured setups like spreads, condors, strangles, and income-focused strategies. These approaches help define risk, […]
Forex trading attracts millions of participants every year. The market is always open, highly liquid, and heavily promoted as a place where opportunity never sleeps. That visibility leads many new traders to believe consistent profits are common. The reality becomes clearer once real data enters the picture. Regulatory disclosures, broker risk statements, and independent studies […]
The question Can You Beat The Market? comes up for almost every investor at some point. Beating the market simply means earning returns that are higher than a broad benchmark such as the S&P 500. Some investors try to achieve this through stock selection, timing decisions, or complex strategies used by professional funds. Others prefer […]
What percentage of options expire worthless is one of the most misunderstood questions in options trading. Many traders hear that “most options expire worthless” and assume that buying options is stacked against them by design. Others hear the same phrase and believe selling options is an easy path to profit. Both views miss the full […]
Is AI trading profitable in real financial markets? This question has moved from theory into reality as machine learning, deep learning, and automated systems become part of mainstream investing. Investors now use AI tools to analyze patterns, automate trades, and make split-second decisions. Some studies report strong results, while others warn that many systems fail […]
Options trading attracts millions of participants across global markets, yet one question keeps coming up: what percent of options traders are profitable. The gap between perception and reality is wide. Headlines and social posts often highlight extreme wins, while losses rarely get the same attention. Market data tells a calmer and more revealing story. Profitability […]