Canli Capital

Canli Capital is an open research lab focused on making quantitative finance more transparent and reproducible. It develops tools for examining whether trading backtests reflect genuine effects or chance, including free validators available through a browser, API, or MCP client. Its research emphasizes inspectable data, frozen test identities, documented trial histories, and visible failures and corrections.

The organization also provides company financial data sourced from SEC filings, research papers, reproducible code, developer resources, and documentation on validation methods. Its published strategies cover US equity momentum, managed futures, and macroeconomic surprises, with a crypto funding-carry system also described as a research strategy. Canli Capital shares a public paper-trading record based on broker-reported observations, keeping each strategy’s results distinct and labeling observed, simulated, and estimated claims separately. The record is not funded investment performance, and the site states that its strategies trade in paper accounts. Researchers and developers can explore the evidence dashboard, inspect trial and performance records, and use open data and tools to reproduce selected analyses.