Error Radar / 错误识别系统

AI-powered trading mistake identification & prevention / AI驱动的交易错误识别与防范

Total Loss
-$141,300
from errors
Error Types
8
identified
Most Frequent
No Stop Loss
13 occurrences
Avg Loss / Error
-$17,663
per error type

Error Leaderboard / 错误排行榜

1
No Stop Lossmedium13 times
没设止损 — 亏损无限扩大
Example: CRDO 250买入没止损，跌到222才割
Solution: 每笔必设止损，期权止损=premium的50%
-$27,800
last: 2026-05-23
2
Oversized Positionhigh26 times
仓位过重 — 单笔仓位超20%
Example: CRDO单笔25%仓位，振幅大被迫止损
Solution: 单笔不超过10%，高波动标的<5%
-$24,200
last: 2026-05-27
3
Revenge Trademedium16 times
情绪化交易 — 亏损后急于回本
Example: INTC亏损后加仓BABA试图翻盘，结果双亏
Solution: 亏损后停30分钟，严格执行每日最大亏损限额
-$21,200
last: 2026-05-26
4
FOMO Entryhigh45 times
追涨买入 — 看到暴涨后FOMO追高
Example: MU突破960追涨，随后回调被套
Solution: 等回踩VWAP/EMA支撑再进，至少等15分钟确认
-$19,500
last: 2026-05-29
5
Late Exithigh40 times
贪心不止盈 — 到了目标价不卖
Example: ORCL 220目标到了，想等230，结果被急速回调
Solution: 目标价分批减仓50%，余仓trailing stop
-$16,800
last: 2026-05-28
6
Overtradinghigh24 times
过度交易 — 一天超5笔
Example: 牛市一天做8笔，4笔亏损吃掉利润
Solution: 每日限3-5笔高质量交易
-$13,500
last: 2026-05-29
7
Ignoring IV Crushmedium20 times
忽略IV Crush — 事件后IV暴跌
Example: MSFT财报后买Call，利好但IV降Call反跌
Solution: 事件后等IV回落再入场，或用价差策略
-$9,800
last: 2026-05-22
8
Wrong Directionlow11 times
逆势操作 — 强势市场做空
Example: MU强势上涨期间做空Put被轧空
Solution: 先看板块和个股趋势，逆势仅对冲
-$8,500
last: 2026-05-20

Error Frequency / 错误频率分析

high Frequency
4 types
135
occurrences
-$74,000
total loss
69%
of all errors
FOMO EntryLate ExitOversized PositionOvertrading
medium Frequency
3 types
49
occurrences
-$58,800
total loss
25%
of all errors
Ignoring IV CrushRevenge TradeNo Stop Loss
low Frequency
1 types
11
occurrences
-$8,500
total loss
6%
of all errors
Wrong Direction

Pattern Analysis / 模式分析

Most Destructive Error
No Stop Loss
没设止损 — 亏损无限扩大
Loss: -$27,800 | 13 times
Most Frequent Error
FOMO Entry
追涨买入 — 看到暴涨后FOMO追高
45 occurrences | Loss: -$19,500
AI Insight / AI洞察
  • 1.FOMO + 情绪化交易贡献了最大亏损($37,500)，建议在开盘前30分钟不追涨
  • 2.仓位管理是第二大问题($22,800)，建议启用单笔仓位上限自动提醒
  • 3.过度交易频率最高(22次)，建议设置每日交易次数上限为5笔
  • 4.如果能消除Top 3错误，可挽回约$56,500亏损，胜率可从85%提升至92%
Recoverable Loss
$141,300
by eliminating errors
Potential Win Rate
92%
if errors eliminated

Error Reduction Target / 错误减少目标

FOMO Entry
Current45 times
Target-50%
等回踩VWAP/EMA支撑再进，至少等15分钟确认...
Late Exit
Current40 times
Target-50%
目标价分批减仓50%，余仓trailing stop...
Oversized Position
Current26 times
Target-50%
单笔不超过10%，高波动标的<5%...
Ignoring IV Crush
Current20 times
Target-50%
事件后等IV回落再入场，或用价差策略...