Your Strategy Is Suddenly Profitable. Real Edge or Market Luck?
A hot streak can make a strategy look smarter than it is. Trace the gains, compare the conditions, and turn the result into a focused research plan.
EdgePilot Team
策略突然赚得特别好，是找到了优势，还是刚好赶上行情？
一张漂亮收益图，值得追问的不只是赚了多少。带着策略和回测报告，用 EdgePilot Research 看清数字背后的区间、条件与研究方向。
Why Does My Backtest Barely Make Money After Trading Costs?
A trade earns 12 basis points before costs. Fees, the spread, and slippage leave just 1. Here’s how to check what your backtest actually includes.
回测明明赚钱，为什么把所有交易成本算进去，利润就快没了？
每笔毛赚 12 个基点，扣完手续费、点差和滑点只剩 1 个。先把这笔账算清，再检查成本有没有漏算或重复扣除。
Are High Win Rate Strategies Worth Testing? 6 Ways to Tell
A high win rate can still lose money. Use six practical checks to review a strategy's results, rules, costs, risk, and overfitting before you test it.
AI Can Generate Strategies at Scale. Which Ones Should You Kill?
AI made trading ideas cheap—and lucky backtests plentiful. The scarce part is a research loop that can reproduce, stress, compare, and reject weak strategies before they reach real money.
AI 能批量生成策略，为什么你反而更难找到能用的？
AI 把写策略变便宜了，也把碰巧好看的回测变多了。真正稀缺的不是第 101 个想法，而是一条能复现、施压并及时放弃错误策略的研究流程。