PyInvesting is an online backtesting tool for investors, focused on “creating custom automated investment strategies.” Its website says the tool can be used to backtest stocks, ETFs, options, cryptocurrencies, and forex, and to simulate a strategy’s historical performance through a Python framework. It is not a cryptocurrency exchange, wallet, or DeFi protocol; it is closer to a quantitative research and investment strategy validation platform.
The product workflow includes selecting investment assets, entering strategy details, analyzing performance, viewing simulated holdings, and—after a strategy goes live—receiving real-time order and portfolio holding updates by email. Example strategies include relative strength, fundamentals-based strategies, and moving averages. For cryptocurrencies, the page only states that crypto backtesting is supported, but does not list specific supported coins, trading pairs, exchange data sources, candlestick intervals, slippage, execution assumptions, or fee models. As a result, it is difficult to judge how reproducible its backtest results would be in the crypto market.
Pricing is relatively clear: Starter is free, supports up to 3 user backtests, and delays backtest holdings and performance data by 1 year; Premium costs US$19.90/month, supports unlimited backtests, real-time holdings and performance, and allows strategies to be launched, with a 30-day free trial included. Note that this is a software subscription fee, not a trading fee. The page does not disclose crypto asset trading fees, deposit or withdrawal fees, or any on-chain costs.
Its strengths are a low barrier to entry, coverage across multiple asset classes, and suitability for preliminary validation of rule-based strategies such as moving averages and relative strength. Premium’s unlimited backtests and real-time results are more valuable for users who frequently adjust strategies. The drawbacks are also clear: there is no information on KYC, licenses, cold wallets, insurance, or fiat deposits and withdrawals, indicating that it does not serve as a trading platform or custodian. It also lacks key disclosures around backtesting data quality, risk metrics, and transaction cost settings.
PyInvesting is better suited to individual investors, strategy enthusiasts, or beginner quant users who want to run historical simulations and track portfolios before committing real money. It is not suitable for users who want to directly buy and sell cryptocurrencies, use leveraged contracts, or make fiat deposits and withdrawals. The page does not provide information on access from China, so network availability, payment methods, and local alternatives all need to be verified by users themselves. If access or payment is inconvenient, users may want to compare TradingView, QuantConnect, or the built-in quant/backtesting tools offered by exchanges.
⚠ This review is compiled from public sources and does not constitute a purchase recommendation. Verify all facts on the vendor's official site. Verify on pyinvesting.com official site.
pyinvesting.com is an Unknown Crypto provider. TG4G tracks its product information, an overall rating of 6.0/10, and a China-accessibility score of Limited (proxy recommended). Click "Visit Official Site" to reach pyinvesting.com directly.