Finance & Quant – TildAlice

ccxt vs Native API: Order Speed Test on Binance & Upbit

2026년 08월 15일

Binance limit orders via ccxt cost 120ms vs native REST. Upbit shows 40ms overhead. When the abstraction tax kills your edge.

2026년 08월 12일

Cut order book signal latency by 5x with NumPy vectorization. Real benchmarks on Binance L2 feeds, iceberg detection, and multi-asset correlation.

2026년 08월 01일

Trading fees destroy most backtest profits. Learn how slippage models reveal the 3 hidden costs pros track—and retail traders miss.

2026년 07월 21일

Binance executes orders 47ms faster than Upbit through ccxt—here's the benchmark data from 500 order cycles and where those milliseconds actually go.

2026년 07월 19일

Learn walk-forward optimization techniques that prevent overfitting in trading systems. Build retraining loops that adapt to market regime changes.

2026년 06월 13일

Fix lookahead bias in your backtest: walk-forward optimization prevents curve-fitting by testing on unseen future data. Real code, real SPY results.

2026년 06월 04일

I built an ML crypto trading bot, ran it live for weeks, and lost money. The two lessons that mattered most weren't about machine learning at all.

2026년 05월 27일

Fix Black-Scholes option pricing errors in Python. Learn why numerical precision, vectorization, and edge cases break your Greeks calculator.