Our take
CoinLedger
CoinLedger functions as a dedicated software tool designed to streamline cryptocurrency tax accounting and multi platform portfolio tracking. Users connect read only exchange APIs or import CSV transaction files to reconcile trading activity, staking income, and decentralized finance transfers. The platform calculates realized gains and losses using standard cost basis methods such as FIFO, LIFO, and HIFO.
While portfolio monitoring and preliminary profit calculations remain accessible without charge, exporting official tax documentation requires selecting an annual tier matched to total transaction volume. CoinLedger fits individual retail investors and active traders who value simple tax software integrations over enterprise grade manual reconciliation tools, provided users review complex on chain swaps before final filing.
Gunbot
Gunbot delivers a specialized self-hosted trading automation solution engineered for market participants who prioritize direct control over their operational infrastructure and API security credentials. By functioning entirely on local hardware or private virtual servers, the software removes the custody intermediary risks frequently associated with shared web platforms. Its rich repository of pre-built algorithmic rules, TradingView integration points, and custom JavaScript engines provides extensive depth for technical strategy execution across spot and derivatives venues. However, this level of programmatic freedom demands technical competence to deploy, configure, and maintain properly. Traders should recognize that performance depends entirely on external market liquidity, exchange connectivity stability, and sound risk parameter management rather than turnkey returns.