{"slug": "20m-data-entries-a-backtest-engine-ml-models-agents-still-haven-t-traded", "title": "20M data entries, a backtest engine, ML models, agents. Still haven't traded", "summary": "A new AI-powered tool lets users type trading strategies in plain English, backtest them against 20 million data entries including historical market regimes like the COVID crash, and see results with costs included, all without requiring signup.", "body_md": "# Type a trading idea. See if it would have worked.\n\nAI turns plain English into testable rules, runs them against years of real market data with costs included — including regimes like the COVID crash — then shows what conditions like today's have historically led to. No signup needed.\n\n## 1 · Describe your strategy\n\nDaily bars · commission and slippage included · pick symbol and period in the results\n\n## Thoughts?\n\nWhat's missing, what's broken, would you actually use this? Blunt is fine.", "url": "https://wpnews.pro/news/20m-data-entries-a-backtest-engine-ml-models-agents-still-haven-t-traded", "canonical_source": "https://demo.botlance.ai/", "published_at": "2026-07-10 10:47:02+00:00", "updated_at": "2026-07-10 11:05:23.770099+00:00", "lang": "en", "topics": ["artificial-intelligence", "machine-learning", "ai-tools", "ai-products"], "entities": [], "alternates": {"html": "https://wpnews.pro/news/20m-data-entries-a-backtest-engine-ml-models-agents-still-haven-t-traded", "markdown": "https://wpnews.pro/news/20m-data-entries-a-backtest-engine-ml-models-agents-still-haven-t-traded.md", "text": "https://wpnews.pro/news/20m-data-entries-a-backtest-engine-ml-models-agents-still-haven-t-traded.txt", "jsonld": "https://wpnews.pro/news/20m-data-entries-a-backtest-engine-ml-models-agents-still-haven-t-traded.jsonld"}}