Reviewing My last month Trade...

[CryptoLite]

I was reviewing my trading bot’s performance over the past few months and decided to backtest a few of its trades. The results surprised me there was a noticeable difference in execution and returns depending on which exchange it was connected to.

In my case, the bot seemed to get slightly better entries and outcomes on Bitget compared to Binance and OKX, which might be due to liquidity depth in certain altcoins (CoinGecko ranks them high in that area).

I also experimented with Bitget’s API trading tools, including their AI assistant (GetAgent), which I used to tweak my algo’s risk management and order execution logic. Same algorithm, same parameters, but when run on low leverage through different platforms, the returns varied with Bitget showing a marginal edge in my tests.

Not saying one platform is universally better just sharing an observation that for certain algos, execution speed and liquidity structure can have a measurable impact. Anyone else here running API-based or quant strategies and seeing similar differences between exchanges?