# MAGABE V5 - Raw Telemetry Export for AI Analysis Date Generated: 2026-04-19 04:06:02 1776571562UTCC Total Trades Analyzed: 1000 Overall Win Rate: 31% (310 Wins / 690 Losses) Net PnL in Sample: $-54.2044 ## AI Instructions You are an expert Quantitative Researcher and HFT (High Frequency Trading) Architect. Below is the raw JSON telemetry of my trading bot's recent executions on Binance Spot BTCUSDT. The bot uses a maker/taker model with a 0.075% fee per side (0.15% roundtrip). Please analyze the correlation between the entry variables (`ofi_z`, `er`, `vol`, `spread`, `wobi`, `regime`) and the trade success (`profit`, `hold_time`, `exit_reason`). Find predictive patterns. For example: 'When volatility > 0.4%, the win rate drops to 20%', or 'In CHOPPY regimes, OFI > 2.0 is required to win'. Provide actionable recommendations to adjust my `config.py` thresholds to maximize the Sharpe Ratio and Win Rate. ## Raw Telemetry Data (JSON format) ```json [ { "id": "1639", "bot_id": "OMEGA", "pair": "BTCUSDT", "side": "SELL", "status": "CLOSED", "entry_price": "68433.13000000", "exit_price": "68430.51000000", "profit": "-0.071171", "profit_pct": "-0.000712", "entry_time": "2026-04-07 10:48:16", "exit_time": "2026-04-07 10:49:30", "hold_time": "74.32", "ofi_z": "-3.2960", "er": "1.0000", "wobi": "-0.5476", "vol": "0.000154", "spread": "0.000000", "regime": "TRENDING", "signal_score": "1.2423", "exit_reason": "OFI_REVERSAL z=+4.34 WOBI=+0.86 (th=3.5) (74s)", "session_id": "84" }, { "id": "1638", "bot_id": "ALPHA", "pair": "BTCUSDT", "side": "BUY", "status": "CLOSED", "entry_price": "68423.33000000", "exit_price": "68411.58000000", "profit": "-0.092173", "profit_pct": "-0.000922", "entry_time": "2026-04-07 02:02:39", "exit_time": "2026-04-07 02:03:17", "hold_time": "43.37", "ofi_z": "1.6293", "er": "0.9785", "wobi": "0.8331", "vol": "0.000122", "spread": "0.000000", "regime": "TRENDING", "signal_score": "1.2821", "exit_reason": "OFI_REVERSAL z=-4.39 WOBI=-0.54 (th=3.0) (43s)", "session_id": "83" }, { "id": "1637", "bot_id": "ALPHA", "pair": "BTCUSDT", "side": "SELL", "status": "CLOSED", "entry_price": "68307.17000000", "exit_price": "68378.57000000", "profit": "-0.179528", "profit_pct": "-0.001795", "entry_time": "2026-04-05 22:58:21", "exit_time": "2026-04-05 23:00:03", "hold_time": "102.92", "ofi_z": "-2.6525", "er": "0.9930", "wobi": "-0.1734", "vol": "0.000159", "spread": "0.000000", "regime": "TRENDING", "signal_score": "1.6706", "exit_reason": "OFI_REVERSAL z=+5.00 WOBI=+0.90 (th=3.0) (103s)", "session_id": "83" }, { "id": "1636", "bot_id": "ALPHA", "pair": "BTCUSDT", "side": "SELL", "status": "CLOSED", "entry_price": "66530.05000000", "exit_price": "66575.81000000", "profit": "-0.143781", "profit_pct": "-0.001438", "entry_time": "2026-04-02 14:34:27", "exit_time": "2026-04-02 14:35:18", "hold_time": "51.50", "ofi_z": "-2.6957", "er": "0.3333", "wobi": "-0.3717", "vol": "0.000189", "spread": "0.000000", "regime": "MIXED", "signal_score": "1.3040", "exit_reason": "OFI_REVERSAL z=+5.00 WOBI=+0.77 (th=3.0) (51s)", "session_id": "83" }, { "id": "1635", "bot_id": "OMEGA", "pair": "BTCUSDT", "side": "SELL", "status": "CLOSED", "entry_price": "65963.98000000", "exit_price": "66043.61000000", "profit": "-0.195717", "profit_pct": "-0.001957", "entry_time": "2026-04-02 13:48:25", "exit_time": "2026-04-02 13:49:48", "hold_time": "86.00", "ofi_z": "-4.0722", "er": "0.9773", "wobi": "-0.5098", "vol": "0.000197", "spread": "0.000000", "regime": "TRENDING", "signal_score": "1.4230", "exit_reason": "OFI_REVERSAL z=+5.00 WOBI=+0.75 (th=3.5) (86s)", "session_id": "84" }, { "id": "1634", "bot_id": "OMEGA", "pair": "BTCUSDT", "side": "BUY", "status": "CLOSED", "entry_price": "66166.66000000", "exit_price": "66238.72000000", "profit": "0.033907", "profit_pct": "0.000339", "entry_time": "2026-04-02 12:04:53", "exit_time": "2026-04-02 12:07:33", "hold_time": "164.76", "ofi_z": "3.9769", "er": "0.9836", "wobi": "0.8621", "vol": "0.000151", "spread": "0.000000", "regime": "TRENDING", "signal_score": "1.3686", "exit_reason": "OFI_REVERSAL z=-4.46 WOBI=-0.27 (th=3.5) (165s)", "session_id": "84" }, { "id": "1633", "bot_id": "ALPHA", "pair": "BTCUSDT", "side": "BUY", "status": "CLOSED", "entry_price": "66166.66000000", "exit_price": "66198.00000000", "profit": "-0.027635", "profit_pct": "-0.000276", "entry_time": "2026-04-02 12:04:51", "exit_time": "2026-04-02 12:05:22", "hold_time": "33.86", "ofi_z": "3.9769", "er": "0.9836", "wobi": "0.8621", "vol": "0.000151", "spread": "0.000000", "regime": "TRENDING", "signal_score": "2.0981", "exit_reason": "OFI_REVERSAL z=-4.03 WOBI=-0.53 (th=3.0) (34s)", "session_id": "83" }, { "id": "1632", "bot_id": "OMEGA", "pair": "BTCUSDT", "side": "BUY", "status": "CLOSED", "entry_price": "68147.98000000", "exit_price": "68197.88000000", "profit": "-0.001777", "profit_pct": "-0.000018", "entry_time": "2026-04-01 14:00:58", "exit_time": "2026-04-01 14:02:28", "hold_time": "90.06", "ofi_z": "2.5473", "er": "1.0000", "wobi": "0.9972", "vol": "0.000189", "spread": "0.000000", "regime": "TRENDING", "signal_score": "1.1212", "exit_reason": "OFI_REVERSAL z=-5.00 WOBI=-0.23 (th=3.5) (90s)", "session_id": "84" }, { "id": "1631", "bot_id": "OMEGA", "pair": "BTCUSDT", "side": "BUY", "status": "CLOSED", "entry_price": "68188.41000000", "exit_price": "68136.54000000", "profit": "-0.151069", "profit_pct": "-0.001511", "entry_time": "2026-04-01 13:58:29", "exit_time": "2026-04-01 13:59:25", "hold_time": "60.30", "ofi_z": "4.3194", "er": "1.0000", "wobi": "0.4753", "vol": "0.000203", "spread": "0.000000", "regime": "TRENDING", "signal_score": "1.4876", "exit_reason": "OFI_REVERSAL z=-5.00 WOBI=-0.94 (th=3.5) (60s)", "session_id": "84" }, { "id": "1630", "bot_id": "ALPHA", "pair": "BTCUSDT", "side": "SELL", "status": "CLOSED", "entry_price": "68052.54000000", "exit_price": "68053.56000000", "profit": "-0.076499", "profit_pct": "-0.000765", "entry_time": "2026-03-31 20:09:36", "exit_time": "2026-03-31 20:10:33", "hold_time": "57.23", "ofi_z": "-2.9010", "er": "1.0000", "wobi": "-0.3293", "vol": "0.000137", "spread": "0.000000", "regime": "TRENDING", "signal_score": "1.7347", "exit_reason": "OFI_REVERSAL z=+5.00 WOBI=+0.97 (th=3.0) (57s)", "session_id": "83" }, { "id": "1629", "bot_id": "OMEGA", "pair": "BTCUSDT", "side": "BUY", "status": "CLOSED", "entry_price": "67321.35000000", "exit_price": "67354.92000000", "profit": "-0.025135", "profit_pct": "-0.000251", "entry_time": "2026-03-30 14:51:32", "exit_time": "2026-03-30 14:52:48", "hold_time": "76.03", "ofi_z": "4.1149", "er": "0.9864", "wobi": "-0.0680", "vol": "0.000190", "spread": "0.000000", "regime": "TRENDING", "signal_score": "1.4293", "exit_reason": "OFI_REVERSAL z=-5.00 WOBI=-0.98 (th=3.5) (76s)", "session_id": "84" }, { "id": "1628", "bot_id": "OMEGA", "pair": "BTCUSDT", "side": "BUY", "status": "CLOSED", "entry_price": "67271.41000000", "exit_price": "67325.93000000", "profit": "0.006045", "profit_pct": "0.000060", "entry_time": "2026-03-30 14:39:41", "exit_time": "2026-03-30 14:40:37", "hold_time": "60.58", "ofi_z": "2.6959", "er": "0.9918", "wobi": "0.8790", "vol": "0.000204", "spread": "0.000000", "regime": "TRENDING", "signal_score": "1.1596", "exit_reason": "OFI_REVERSAL z=-5.00 WOBI=-0.70 (th=3.5) (61s)", "session_id": "84" }, { "id": "1627", "bot_id": "ALPHA", "pair": "BTCUSDT", "side": "SELL", "status": "CLOSED", "entry_price": "67368.01000000", "exit_price": "67362.30000000", "profit": "-0.066524", "profit_pct": "-0.000665", "entry_time": "2026-03-30 14:31:37", "exit_time": "2026-03-30 14:32:23", "hold_time": "46.46", "ofi_z": "-2.2839", "er": "1.0000", "wobi": "0.0601", "vol": "0.000166", "spread": "0.000000", "regime": "TRENDING", "signal_score": "1.5589", "exit_reason": "OFI_REVERSAL z=+4.30 WOBI=+0.96 (th=3.0) (46s)", "session_id": "83" }, { "id": "1626", "bot_id": "ALPHA", "pair": "BTCUSDT", "side": "BUY", "status": "CLOSED", "entry_price": "67809.99000000", "exit_price": "67708.00000000", "profit": "-0.225406", "profit_pct": "-0.002254", "entry_time": "2026-03-30 13:47:52", "exit_time": "2026-03-30 13:48:21", "hold_time": "29.80", "ofi_z": "0.0091", "er": "0.9940", "wobi": "0.9029", "vol": "0.000171", "spread": "0.000000", "regime": "TRENDING", "signal_score": "0.8020", "exit_reason": "STOP_LOSS -0.150% (sl=0.15%) (30s)", "session_id": "83" }, { "id": "1625", "bot_id": "OMEGA", "pair": "BTCUSDT", "side": "BUY", "status": "CLOSED", "entry_price": "67796.37000000", "exit_price": "67698.61000000", "profit": "-0.219197", "profit_pct": "-0.002192", "entry_time": "2026-03-30 13:47:43", "exit_time": "2026-03-30 13:49:05", "hold_time": "86.07", "ofi_z": "4.4210", "er": "1.0000", "wobi": "0.9967", "vol": "0.000171", "spread": "0.000000", "regime": "TRENDING", "signal_score": "1.4813", "exit_reason": "OFI_REVERSAL z=-3.81 WOBI=-0.93 (th=3.5) (86s)", "session_id": "84" }, { "id": "1624", "bot_id": "OMEGA", "pair": "BTCUSDT", "side": "BUY", "status": "CLOSED", "entry_price": "67885.31000000", "exit_price": "67817.62000000", "profit": "-0.174712", "profit_pct": "-0.001747", "entry_time": "2026-03-30 13:40:03", "exit_time": "2026-03-30 13:41:14", "hold_time": "75.87", "ofi_z": "3.8739", "er": "1.0000", "wobi": "0.7690", "vol": "0.000187", "spread": "0.000000", "regime": "TRENDING", "signal_score": "1.3851", "exit_reason": "OFI_REVERSAL z=-5.00 WOBI=-0.92 (th=3.5) (76s)", "session_id": "84" }, { "id": "1623", "bot_id": "OMEGA", "pair": "BTCUSDT", "side": "BUY", "status": "CLOSED", "entry_price": "67882.67000000", "exit_price": "67895.36000000", "profit": "-0.056306", "profit_pct": "-0.000563", "entry_time": "2026-03-30 13:35:23", "exit_time": "2026-03-30 13:36:22", "hold_time": "68.73", "ofi_z": "0.1922", "er": "0.9600", "wobi": "0.8998", "vol": "0.000169", "spread": "0.000000", "regime": "TRENDING", "signal_score": "0.6154", "exit_reason": "OFI_REVERSAL z=-5.00 WOBI=-0.40 (th=3.5) (69s)", "session_id": "84" }, { "id": "1622", "bot_id": "ALPHA", "pair": "BTCUSDT", "side": "BUY", "status": "CLOSED", "entry_price": "67882.67000000", "exit_price": "67912.87000000", "profit": "-0.030511", "profit_pct": "-0.000305", "entry_time": "2026-03-30 13:35:12", "exit_time": "2026-03-30 13:35:56", "hold_time": "44.50", "ofi_z": "0.1922", "er": "0.9600", "wobi": "0.8998", "vol": "0.000169", "spread": "0.000000", "regime": "TRENDING", "signal_score": "0.8398", "exit_reason": "OFI_REVERSAL z=-5.00 WOBI=-0.62 (th=3.0) (44s)", "session_id": "83" }, { "id": "1621", "bot_id": "OMEGA", "pair": "BTCUSDT", "side": "BUY", "status": "CLOSED", "entry_price": "67848.99000000", "exit_price": "67967.64000000", "profit": "0.099874", "profit_pct": "0.000999", "entry_time": "2026-03-30 13:31:03", "exit_time": "2026-03-30 13:32:08", "hold_time": "63.67", "ofi_z": "4.3667", "er": "1.0000", "wobi": "0.4783", "vol": "0.000201", "spread": "0.000000", "regime": "TRENDING", "signal_score": "1.4953", "exit_reason": "OFI_REVERSAL z=-5.00 WOBI=-0.86 (th=3.5) (64s)", "session_id": "84" }, { "id": "1620", "bot_id": "OMEGA", "pair": "BTCUSDT", "side": "SELL", "status": "CLOSED", "entry_price": "68111.83000000", "exit_price": "68073.37000000", "profit": "-0.018534", "profit_pct": "-0.000185", "entry_time": "2026-03-30 13:22:57", "exit_time": "2026-03-30 13:24:24", "hold_time": "124.76", "ofi_z": "-1.2998", "er": "1.0000", "wobi": "0.2198", "vol": "0.000167", "spread": "0.000000", "regime": "TRENDING", "signal_score": "0.8535", "exit_reason": "OFI_REVERSAL z=+5.00 WOBI=+0.65 (th=3.5) (125s)", "session_id": "84" }, { "id": "1619", "bot_id": "ALPHA", "pair": "BTCUSDT", "side": "SELL", "status": "CLOSED", "entry_price": "68111.83000000", "exit_price": "68061.81000000", "profit": "-0.001562", "profit_pct": "-0.000016", "entry_time": "2026-03-30 13:22:25", "exit_time": "2026-03-30 13:22:57", "hold_time": "31.85", "ofi_z": "-1.2998", "er": "1.0000", "wobi": "0.2198", "vol": "0.000167", "spread": "0.000000", "regime": "TRENDING", "signal_score": "1.2320", "exit_reason": "OFI_REVERSAL z=+4.27 WOBI=+0.22 (th=3.0) (32s)", "session_id": "83" }, { "id": "1618", "bot_id": "ALPHA", "pair": "BTCUSDT", "side": "SELL", "status": "CLOSED", "entry_price": "67171.40000000", "exit_price": "67206.26000000", "profit": "-0.126897", "profit_pct": "-0.001269", "entry_time": "2026-03-30 03:27:01", "exit_time": "2026-03-30 03:27:54", "hold_time": "52.90", "ofi_z": "0.5894", "er": "0.3333", "wobi": "-0.9653", "vol": "0.000133", "spread": "0.000000", "regime": "MIXED", "signal_score": "0.5431", "exit_reason": "OFI_REVERSAL z=+5.00 WOBI=+0.78 (th=3.0) (53s)", "session_id": "83" }, { "id": "1617", "bot_id": "ALPHA", "pair": "BTCUSDT", "side": "BUY", "status": "CLOSED", "entry_price": "66724.86000000", "exit_price": "66746.16000000", "profit": "-0.043078", "profit_pct": "-0.000431", "entry_time": "2026-03-29 20:26:13", "exit_time": "2026-03-29 20:26:47", "hold_time": "36.40", "ofi_z": "-0.0078", "er": "0.7872", "wobi": "0.7262", "vol": "0.000129", "spread": "0.000000", "regime": "TRENDING", "signal_score": "0.6287", "exit_reason": "OFI_REVERSAL z=-3.20 WOBI=-0.80 (th=3.0) (36s)", "session_id": "83" }, { "id": "1616", "bot_id": "ALPHA", "pair": "BTCUSDT", "side": "BUY", "status": "CLOSED", "entry_price": "65956.73000000", "exit_price": "65975.71000000", "profit": "-0.046224", "profit_pct": "-0.000462", "entry_time": "2026-03-27 19:31:48", "exit_time": "2026-03-27 19:32:41", "hold_time": "53.02", "ofi_z": "2.1693", "er": "0.9921", "wobi": "0.8768", "vol": "0.000143", "spread": "0.000000", "regime": "TRENDING", "signal_score": "1.4922", "exit_reason": "OFI_REVERSAL z=-5.00 WOBI=-0.52 (th=3.0) (53s)", "session_id": "83" }, { "id": "1615", "bot_id": "ALPHA", "pair": "BTCUSDT", "side": "SELL", "status": "CLOSED", "entry_price": "65874.22000000", "exit_price": "65910.76000000", "profit": "-0.130469", "profit_pct": "-0.001305", "entry_time": "2026-03-27 14:23:18", "exit_time": "2026-03-27 14:23:47", "hold_time": "30.00", "ofi_z": "-3.0726", "er": "0.9710", "wobi": "-0.8853", "vol": "0.000202", "spread": "0.000000", "regime": "TRENDING", "signal_score": "1.8415", "exit_reason": "OFI_REVERSAL z=+3.58 WOBI=+0.97 (th=3.0) (30s)", "session_id": "83" }, { "id": "1614", "bot_id": "ALPHA", "pair": "BTCUSDT", "side": "BUY", "status": "CLOSED", "entry_price": "66596.42000000", "exit_price": "66593.70000000", "profit": "-0.079084", "profit_pct": "-0.000791", "entry_time": "2026-03-27 12:37:32", "exit_time": "2026-03-27 12:38:24", "hold_time": "53.27", "ofi_z": "2.4145", "er": "0.9928", "wobi": "-0.3042", "vol": "0.000132", "spread": "0.000000", "regime": "TRENDING", "signal_score": "1.5627", "exit_reason": "OFI_REVERSAL z=-5.00 WOBI=-0.91 (th=3.0) (53s)", "session_id": "83" }, { "id": "1613", "bot_id": "OMEGA", "pair": "BTCUSDT", "side": "BUY", "status": "CLOSED", "entry_price": "69715.11000000", "exit_price": "69811.66000000", "profit": "0.063492", "profit_pct": "0.000635", "entry_time": "2026-03-26 13:52:14", "exit_time": "2026-03-26 13:53:18", "hold_time": "66.37", "ofi_z": "2.5203", "er": "1.0000", "wobi": "0.4739", "vol": "0.000249", "spread": "0.000000", "regime": "TRENDING", "signal_score": "1.1660", "exit_reason": "OFI_REVERSAL z=-5.00 WOBI=-0.85 (th=3.5) (66s)", "session_id": "84" }, { "id": "1612", "bot_id": "ALPHA", "pair": "BTCUSDT", "side": "BUY", "status": "CLOSED", "entry_price": "69708.97000000", "exit_price": "69784.00000000", "profit": "0.032633", "profit_pct": "0.000326", "entry_time": "2026-03-26 13:52:11", "exit_time": "2026-03-26 13:52:32", "hold_time": "26.03", "ofi_z": "2.0200", "er": "0.9953", "wobi": "0.5029", "vol": "0.000250", "spread": "0.000000", "regime": "TRENDING", "signal_score": "1.5554", "exit_reason": "TRAILING_STOP peak=0.208% 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