diff --git a/live/conviction_wallets.json b/live/conviction_wallets.json
index c48f7401..5153ad1f 100644
--- a/live/conviction_wallets.json
+++ b/live/conviction_wallets.json
@@ -33,7 +33,7 @@
     "train_win": 100.0,
     "train_conv_roi": 1.249,
     "train_z": 9.66,
-    "z_all": 20.89,
+    "z_all": 20.92,
     "med_stake": 9800,
     "avg_entry": 0.46,
     "train_n": 79,
@@ -45,29 +45,15 @@
     "wallet": "0x72e1597864456eda62878413cf3e60c332e4a45d",
     "name": "0x72e15978",
     "train_win": 99.1,
-    "train_conv_roi": 0.971,
-    "train_z": 17.95,
+    "train_conv_roi": 0.97,
+    "train_z": 17.92,
     "z_all": 29.09,
-    "med_stake": 422,
+    "med_stake": 424,
     "avg_entry": 0.52,
-    "train_n": 337,
+    "train_n": 336,
     "fwd_win": 99.4,
-    "fwd_conv_roi": 1.093,
-    "fwd_n": 162
-  },
-  {
-    "wallet": "0x99292fe5c401a3a2b8df0e65e6e7df0b5ab6919e",
-    "name": "0x99292fe5",
-    "train_win": 81.9,
-    "train_conv_roi": 0.848,
-    "train_z": 9.2,
-    "z_all": 4.88,
-    "med_stake": 440,
-    "avg_entry": 0.45,
-    "train_n": 155,
-    "fwd_win": null,
-    "fwd_conv_roi": null,
-    "fwd_n": 0
+    "fwd_conv_roi": 1.083,
+    "fwd_n": 179
   },
   {
     "wallet": "0xc78cdeb598f0bb8bae62a80e8134e842b3c44455",
@@ -112,15 +98,15 @@
     "fwd_n": 0
   },
   {
-    "wallet": "0x2ba9075a4393227d4f1bee910725a6706de0b078",
-    "name": "0x2ba9075a",
-    "train_win": 78.4,
-    "train_conv_roi": 0.67,
-    "train_z": 7.72,
-    "z_all": 3.84,
-    "med_stake": 424,
-    "avg_entry": 0.47,
-    "train_n": 148,
+    "wallet": "0x04be12cdb4f3f0e43bb78c6145f442ed53411aec",
+    "name": "0x04be12cd",
+    "train_win": 70.1,
+    "train_conv_roi": 0.644,
+    "train_z": 5.78,
+    "z_all": 5.39,
+    "med_stake": 502,
+    "avg_entry": 0.42,
+    "train_n": 97,
     "fwd_win": null,
     "fwd_conv_roi": null,
     "fwd_n": 0
@@ -128,27 +114,27 @@
   {
     "wallet": "0xe8ca3f758c93f44f3ec210542ab78afb7c0bcccb",
     "name": "0xe8ca3f75",
-    "train_win": 71.3,
-    "train_conv_roi": 0.641,
-    "train_z": 8.42,
-    "z_all": 19.34,
-    "med_stake": 311,
+    "train_win": 71.4,
+    "train_conv_roi": 0.642,
+    "train_z": 8.46,
+    "z_all": 19.33,
+    "med_stake": 308,
     "avg_entry": 0.47,
-    "train_n": 258,
-    "fwd_win": 77.6,
-    "fwd_conv_roi": 0.494,
-    "fwd_n": 58
+    "train_n": 259,
+    "fwd_win": 77.0,
+    "fwd_conv_roi": 0.457,
+    "fwd_n": 61
   },
   {
-    "wallet": "0x04be12cdb4f3f0e43bb78c6145f442ed53411aec",
-    "name": "0x04be12cd",
-    "train_win": 68.7,
-    "train_conv_roi": 0.618,
-    "train_z": 7.18,
-    "z_all": 6.8,
-    "med_stake": 489,
-    "avg_entry": 0.42,
-    "train_n": 166,
+    "wallet": "0x99292fe5c401a3a2b8df0e65e6e7df0b5ab6919e",
+    "name": "0x99292fe5",
+    "train_win": 73.2,
+    "train_conv_roi": 0.628,
+    "train_z": 4.19,
+    "z_all": 2.78,
+    "med_stake": 424,
+    "avg_entry": 0.45,
+    "train_n": 56,
     "fwd_win": null,
     "fwd_conv_roi": null,
     "fwd_n": 0
@@ -167,6 +153,20 @@
     "fwd_conv_roi": 0.759,
     "fwd_n": 60
   },
+  {
+    "wallet": "0x204b6d506d0b63acd5f4a2e2f2a2e458e8f44605",
+    "name": "0x204b6d50",
+    "train_win": 67.7,
+    "train_conv_roi": 0.61,
+    "train_z": 2.95,
+    "z_all": 4.78,
+    "med_stake": 1045,
+    "avg_entry": 0.42,
+    "train_n": 31,
+    "fwd_win": null,
+    "fwd_conv_roi": null,
+    "fwd_n": 0
+  },
   {
     "wallet": "0x1b1879b8c069a92b3cb32659a879cf02721670da",
     "name": "0x1b1879b8",
@@ -237,6 +237,20 @@
     "fwd_conv_roi": null,
     "fwd_n": 0
   },
+  {
+    "wallet": "0x2ba9075a4393227d4f1bee910725a6706de0b078",
+    "name": "0x2ba9075a",
+    "train_win": 69.8,
+    "train_conv_roi": 0.509,
+    "train_z": 3.49,
+    "z_all": 2.37,
+    "med_stake": 412,
+    "avg_entry": 0.46,
+    "train_n": 53,
+    "fwd_win": null,
+    "fwd_conv_roi": null,
+    "fwd_n": 0
+  },
   {
     "wallet": "0x9def39cb6f7f37a9bdd91c444e4c200778576eac",
     "name": "0x9def39cb",
@@ -251,13 +265,55 @@
     "fwd_conv_roi": 0.028,
     "fwd_n": 169
   },
+  {
+    "wallet": "0x065aa0dc7aaa2577928b6865db0edf564ebda6b1",
+    "name": "0x065aa0dc",
+    "train_win": 92.3,
+    "train_conv_roi": 0.468,
+    "train_z": 2.23,
+    "z_all": 2.31,
+    "med_stake": 56,
+    "avg_entry": 0.63,
+    "train_n": 13,
+    "fwd_win": null,
+    "fwd_conv_roi": null,
+    "fwd_n": 1
+  },
+  {
+    "wallet": "0x6d2292935570e3fad05b392d49e60699c1024b50",
+    "name": "0x6d229293",
+    "train_win": 80.5,
+    "train_conv_roi": 0.458,
+    "train_z": 2.78,
+    "z_all": 4.68,
+    "med_stake": 3060,
+    "avg_entry": 0.61,
+    "train_n": 41,
+    "fwd_win": null,
+    "fwd_conv_roi": null,
+    "fwd_n": 2
+  },
+  {
+    "wallet": "0xbadaf319415c17f28824a43ae0cd912b9d84d874",
+    "name": "0xbadaf319",
+    "train_win": 76.5,
+    "train_conv_roi": 0.455,
+    "train_z": 3.54,
+    "z_all": 4.67,
+    "med_stake": 68,
+    "avg_entry": 0.6,
+    "train_n": 81,
+    "fwd_win": 76.8,
+    "fwd_conv_roi": 0.118,
+    "fwd_n": 164
+  },
   {
     "wallet": "0x8e9eedf20dfa70956d49f608a205e402d9df38e4",
     "name": "0x8e9eedf2",
     "train_win": 70.8,
     "train_conv_roi": 0.439,
     "train_z": 4.94,
-    "z_all": 13.34,
+    "z_all": 13.24,
     "med_stake": 3505,
     "avg_entry": 0.62,
     "train_n": 346,
@@ -265,6 +321,20 @@
     "fwd_conv_roi": -0.045,
     "fwd_n": 59
   },
+  {
+    "wallet": "0x88ad3166c6cce6a1bf732050749089273252a1f3",
+    "name": "0x88ad3166",
+    "train_win": 74.9,
+    "train_conv_roi": 0.432,
+    "train_z": 4.24,
+    "z_all": 4.87,
+    "med_stake": 55,
+    "avg_entry": 0.61,
+    "train_n": 183,
+    "fwd_win": null,
+    "fwd_conv_roi": null,
+    "fwd_n": 0
+  },
   {
     "wallet": "0xdf1ea9bb646c07f0c3d5cf08d34d76f891095d9b",
     "name": "0xdf1ea9bb",
@@ -279,20 +349,6 @@
     "fwd_conv_roi": null,
     "fwd_n": 1
   },
-  {
-    "wallet": "0xbadaf319415c17f28824a43ae0cd912b9d84d874",
-    "name": "0xbadaf319",
-    "train_win": 75.0,
-    "train_conv_roi": 0.416,
-    "train_z": 3.23,
-    "z_all": 4.54,
-    "med_stake": 68,
-    "avg_entry": 0.6,
-    "train_n": 80,
-    "fwd_win": 76.3,
-    "fwd_conv_roi": 0.124,
-    "fwd_n": 156
-  },
   {
     "wallet": "0x921433c93558b9a4ba807ec824d02aad7ea2ddbf",
     "name": "0x921433c9",
@@ -303,37 +359,51 @@
     "med_stake": 171,
     "avg_entry": 0.52,
     "train_n": 34,
-    "fwd_win": 63.9,
-    "fwd_conv_roi": 0.12,
-    "fwd_n": 183
+    "fwd_win": 63.5,
+    "fwd_conv_roi": 0.121,
+    "fwd_n": 189
   },
   {
-    "wallet": "0x6d2292935570e3fad05b392d49e60699c1024b50",
-    "name": "0x6d229293",
-    "train_win": 77.6,
-    "train_conv_roi": 0.401,
-    "train_z": 2.57,
-    "z_all": 4.32,
-    "med_stake": 3071,
-    "avg_entry": 0.61,
-    "train_n": 49,
-    "fwd_win": 66.7,
-    "fwd_conv_roi": 0.018,
-    "fwd_n": 3
+    "wallet": "0xbf1040ad7009ed6532f885c2043630d1cedf15ce",
+    "name": "0xbf1040ad",
+    "train_win": 70.3,
+    "train_conv_roi": 0.406,
+    "train_z": 9.68,
+    "z_all": 8.99,
+    "med_stake": 75,
+    "avg_entry": 0.47,
+    "train_n": 411,
+    "fwd_win": 70.0,
+    "fwd_conv_roi": 0.143,
+    "fwd_n": 10
+  },
+  {
+    "wallet": "0xb6eb1910b70fd1c2a61e5078a6472953ad038f6b",
+    "name": "0xb6eb1910",
+    "train_win": 65.4,
+    "train_conv_roi": 0.391,
+    "train_z": 1.85,
+    "z_all": 3.5,
+    "med_stake": 64,
+    "avg_entry": 0.48,
+    "train_n": 26,
+    "fwd_win": null,
+    "fwd_conv_roi": null,
+    "fwd_n": 0
   },
   {
     "wallet": "0xe542afd3881c4c330ba0ebbb603bb470b2ba0a37",
     "name": "0xe542afd3",
     "train_win": 68.2,
     "train_conv_roi": 0.378,
-    "train_z": 7.99,
-    "z_all": 14.42,
+    "train_z": 7.98,
+    "z_all": 14.51,
     "med_stake": 838,
     "avg_entry": 0.53,
-    "train_n": 485,
-    "fwd_win": 62.6,
-    "fwd_conv_roi": 0.221,
-    "fwd_n": 107
+    "train_n": 484,
+    "fwd_win": 63.3,
+    "fwd_conv_roi": 0.252,
+    "fwd_n": 109
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   {
     "wallet": "0x82d2e4dbb0a849ff8e2f5380719769145648beea",
@@ -349,20 +419,6 @@
     "fwd_conv_roi": 0.198,
     "fwd_n": 162
   },
-  {
-    "wallet": "0x88ad3166c6cce6a1bf732050749089273252a1f3",
-    "name": "0x88ad3166",
-    "train_win": 71.7,
-    "train_conv_roi": 0.353,
-    "train_z": 5.2,
-    "z_all": 5.18,
-    "med_stake": 58,
-    "avg_entry": 0.59,
-    "train_n": 315,
-    "fwd_win": null,
-    "fwd_conv_roi": null,
-    "fwd_n": 0
-  },
   {
     "wallet": "0xd96750bf8d941a8186e592b0ae6e096da66aa266",
     "name": "0xd96750bf",
@@ -373,9 +429,9 @@
     "med_stake": 138,
     "avg_entry": 0.56,
     "train_n": 72,
-    "fwd_win": 71.8,
-    "fwd_conv_roi": 0.247,
-    "fwd_n": 202
+    "fwd_win": 71.4,
+    "fwd_conv_roi": 0.241,
+    "fwd_n": 203
   },
   {
     "wallet": "0xc0b646c3d97e2e86a1bceaa880ad2f628eb33a92",
@@ -397,7 +453,7 @@
     "train_win": 78.9,
     "train_conv_roi": 0.309,
     "train_z": 2.36,
-    "z_all": 4.04,
+    "z_all": 4.0,
     "med_stake": 108,
     "avg_entry": 0.73,
     "train_n": 152,
@@ -436,16 +492,44 @@
   {
     "wallet": "0x215adbb63b47d0ca92f849fe2c2dc1adb0f6254c",
     "name": "0x215adbb6",
-    "train_win": 71.1,
-    "train_conv_roi": 0.291,
-    "train_z": 5.84,
-    "z_all": 4.89,
-    "med_stake": 389,
+    "train_win": 71.2,
+    "train_conv_roi": 0.298,
+    "train_z": 5.78,
+    "z_all": 4.84,
+    "med_stake": 392,
     "avg_entry": 0.57,
-    "train_n": 305,
-    "fwd_win": 61.3,
-    "fwd_conv_roi": 0.195,
-    "fwd_n": 248
+    "train_n": 299,
+    "fwd_win": 56.6,
+    "fwd_conv_roi": 0.34,
+    "fwd_n": 274
+  },
+  {
+    "wallet": "0xfa0be712f974eb9933427c2202d1ae2561571001",
+    "name": "0xfa0be712",
+    "train_win": 75.6,
+    "train_conv_roi": 0.288,
+    "train_z": 2.17,
+    "z_all": 4.86,
+    "med_stake": 301,
+    "avg_entry": 0.61,
+    "train_n": 45,
+    "fwd_win": null,
+    "fwd_conv_roi": null,
+    "fwd_n": 0
+  },
+  {
+    "wallet": "0x8c44dcfe1178aa04dfa44e000f5b89a054027baf",
+    "name": "0x8c44dcfe",
+    "train_win": 79.7,
+    "train_conv_roi": 0.286,
+    "train_z": 2.75,
+    "z_all": 6.68,
+    "med_stake": 128,
+    "avg_entry": 0.64,
+    "train_n": 64,
+    "fwd_win": null,
+    "fwd_conv_roi": null,
+    "fwd_n": 0
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   {
     "wallet": "0x460d15ce9258fb8ce6a94d984574598d2f1c9d5f",
@@ -467,24 +551,24 @@
     "train_win": 82.2,
     "train_conv_roi": 0.275,
     "train_z": 3.88,
-    "z_all": 3.58,
+    "z_all": 3.49,
     "med_stake": 60,
     "avg_entry": 0.65,
     "train_n": 90,
-    "fwd_win": 75.6,
-    "fwd_conv_roi": 0.118,
-    "fwd_n": 262
+    "fwd_win": 75.7,
+    "fwd_conv_roi": 0.122,
+    "fwd_n": 259
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   {
     "wallet": "0xd6a21015449cb457cc62c4398eadd9e5b3911228",
     "name": "0xd6a21015",
-    "train_win": 89.4,
-    "train_conv_roi": 0.264,
-    "train_z": 3.0,
-    "z_all": 2.09,
-    "med_stake": 131,
-    "avg_entry": 0.72,
-    "train_n": 47,
+    "train_win": 88.9,
+    "train_conv_roi": 0.273,
+    "train_z": 2.98,
+    "z_all": 2.12,
+    "med_stake": 132,
+    "avg_entry": 0.71,
+    "train_n": 45,
     "fwd_win": null,
     "fwd_conv_roi": null,
     "fwd_n": 0
@@ -492,30 +576,16 @@
   {
     "wallet": "0x098eddabb2d388f31e79aaf525e49588f22a6fa2",
     "name": "0x098eddab",
-    "train_win": 81.6,
-    "train_conv_roi": 0.251,
-    "train_z": 4.02,
-    "z_all": 3.91,
-    "med_stake": 221,
-    "avg_entry": 0.67,
-    "train_n": 114,
-    "fwd_win": 72.0,
-    "fwd_conv_roi": 0.125,
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-  },
-  {
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-    "name": "0xa5427f80",
     "train_win": 82.3,
-    "train_conv_roi": 0.251,
-    "train_z": 4.93,
-    "z_all": 2.55,
-    "med_stake": 131,
-    "avg_entry": 0.65,
-    "train_n": 158,
-    "fwd_win": null,
-    "fwd_conv_roi": null,
-    "fwd_n": 0
+    "train_conv_roi": 0.259,
+    "train_z": 4.03,
+    "z_all": 4.06,
+    "med_stake": 221,
+    "avg_entry": 0.68,
+    "train_n": 113,
+    "fwd_win": 73.1,
+    "fwd_conv_roi": 0.124,
+    "fwd_n": 52
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   {
     "wallet": "0xed37e7316f6b1b99da8893e0c09cfe0bf1b62f93",
@@ -532,29 +602,43 @@
     "fwd_n": 17
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-    "name": "0x8c44dcfe",
-    "train_win": 77.4,
-    "train_conv_roi": 0.245,
+    "wallet": "0xfdf2da3ea2c095d8f91aa24256bd862006e1225e",
+    "name": "0xfdf2da3e",
+    "train_win": 68.4,
+    "train_conv_roi": 0.241,
     "train_z": 2.91,
-    "z_all": 6.71,
-    "med_stake": 121,
-    "avg_entry": 0.64,
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+    "z_all": 2.1,
+    "med_stake": 194,
+    "avg_entry": 0.54,
+    "train_n": 76,
     "fwd_win": null,
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     "fwd_n": 0
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   {
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-    "train_z": 2.84,
-    "z_all": 5.16,
-    "med_stake": 306,
-    "avg_entry": 0.59,
-    "train_n": 105,
+    "wallet": "0x93164f2f061f931cd4d549834d657bb342ffc00c",
+    "name": "0x93164f2f",
+    "train_win": 69.1,
+    "train_conv_roi": 0.234,
+    "train_z": 3.58,
+    "z_all": 2.61,
+    "med_stake": 100,
+    "avg_entry": 0.56,
+    "train_n": 165,
+    "fwd_win": null,
+    "fwd_conv_roi": null,
+    "fwd_n": 0
+  },
+  {
+    "wallet": "0xf82addf4684c494dff04d634bed736d5039f237f",
+    "name": "0xf82addf4",
+    "train_win": 70.1,
+    "train_conv_roi": 0.225,
+    "train_z": 3.25,
+    "z_all": 5.15,
+    "med_stake": 78,
+    "avg_entry": 0.56,
+    "train_n": 117,
     "fwd_win": null,
     "fwd_conv_roi": null,
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@@ -562,13 +646,13 @@
   {
     "wallet": "0x1f2ea878eece1493f887f6ad99fd41cbe68a1730",
     "name": "0x1f2ea878",
-    "train_win": 84.9,
-    "train_conv_roi": 0.229,
-    "train_z": 7.65,
-    "z_all": 3.36,
-    "med_stake": 111,
+    "train_win": 85.7,
+    "train_conv_roi": 0.225,
+    "train_z": 6.72,
+    "z_all": 2.5,
+    "med_stake": 112,
     "avg_entry": 0.69,
-    "train_n": 392,
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     "fwd_win": null,
     "fwd_conv_roi": null,
     "fwd_n": 0
@@ -601,6 +685,34 @@
     "fwd_conv_roi": null,
     "fwd_n": 0
   },
+  {
+    "wallet": "0xd7d36345c4aab150e59577e360696b01d01d698b",
+    "name": "0xd7d36345",
+    "train_win": 71.9,
+    "train_conv_roi": 0.21,
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+    "train_conv_roi": 0.023,
+    "train_z": 2.35,
+    "z_all": 6.7,
+    "med_stake": 446,
+    "avg_entry": 0.64,
+    "train_n": 386,
+    "fwd_win": 71.9,
+    "fwd_conv_roi": 0.115,
+    "fwd_n": 57
   },
   {
     "wallet": "0x16abe608bee11347334a2da15b96c185ee8e2f10",
@@ -1188,5 +1314,33 @@
     "fwd_win": 75.0,
     "fwd_conv_roi": -0.135,
     "fwd_n": 4
+  },
+  {
+    "wallet": "0x993c072519306017fe9a6b3ee6fa4a02b3056787",
+    "name": "0x993c0725",
+    "train_win": 65.6,
+    "train_conv_roi": 0.007,
+    "train_z": 1.78,
+    "z_all": 2.09,
+    "med_stake": 6032,
+    "avg_entry": 0.58,
+    "train_n": 93,
+    "fwd_win": 61.5,
+    "fwd_conv_roi": -0.062,
+    "fwd_n": 39
+  },
+  {
+    "wallet": "0xe1a532a9991cc9ce27174b0296d077f824149dad",
+    "name": "0xe1a532a9",
+    "train_win": 70.9,
+    "train_conv_roi": 0.005,
+    "train_z": 3.02,
+    "z_all": 3.56,
+    "med_stake": 141,
+    "avg_entry": 0.65,
+    "train_n": 337,
+    "fwd_win": null,
+    "fwd_conv_roi": null,
+    "fwd_n": 0
   }
 ]
\ No newline at end of file
diff --git a/live/copybot.paper.json b/live/copybot.paper.json
index 26201e06..b5990600 100644
--- a/live/copybot.paper.json
+++ b/live/copybot.paper.json
@@ -8,37 +8,37 @@
       "wallet": "0x41558102a796ba971c7567cad41c307e59f8fa41",
       "name": "LSB1",
       "class": "volume",
-      "floor": 253.88
+      "floor": 258.17
     },
     {
       "wallet": "0xd96750bf8d941a8186e592b0ae6e096da66aa266",
       "name": "imwalkinghere",
       "class": "volume",
-      "floor": 122.43
+      "floor": 122.42
     },
     {
       "wallet": "0xe8ca3f758c93f44f3ec210542ab78afb7c0bcccb",
       "name": "Kruto2027",
       "class": "volume",
-      "floor": 127.06
+      "floor": 126.84
     },
     {
       "wallet": "0x0d42cc5ff0526fbb8f0bb9eafa9ebba3f23df124",
       "name": "42021",
       "class": "volume",
-      "floor": 276.71
+      "floor": 276.98
     },
     {
       "wallet": "0xbadaf319415c17f28824a43ae0cd912b9d84d874",
       "name": "0xbadaf319",
       "class": "volume",
-      "floor": 44.51
+      "floor": 44.98
     },
     {
       "wallet": "0x215adbb63b47d0ca92f849fe2c2dc1adb0f6254c",
       "name": "BikesAreTheBikes",
       "class": "volume",
-      "floor": 215.88
+      "floor": 217.57
     }
   ],
   "follow": {
diff --git a/live/dashboard.html b/live/dashboard.html
index 4dd8a94b..afd2c434 100644
--- a/live/dashboard.html
+++ b/live/dashboard.html
@@ -36,13 +36,13 @@ td.name{font-weight:600}a{color:var(--blue);text-decoration:none}a:hover{text-de
 .b{color:var(--green)}.s{color:var(--red)}
 </style></head><body><div class="wrap">
 <h1>Skilled Wallets <span style="color:var(--dim);font-weight:400;font-size:18px">· Polymarket</span></h1>
-<p class="sub">21 wallets that beat their own entry prices and held up out-of-sample · generated 2026-07-06 14:50</p>
+<p class="sub">46 wallets that beat their own entry prices and held up out-of-sample · generated 2026-07-08 10:55</p>
 <div class="cards">
-  <div class="card"><div class="k">Validated wallets</div><div class="v">21</div></div>
-  <div class="card"><div class="k">Median z</div><div class="v">5.6</div></div>
-  <div class="card"><div class="k">Median OOS z</div><div class="v" style="color:var(--green)">4.2</div></div>
-  <div class="card"><div class="k">Value / longshot</div><div class="v" style="color:var(--green)">16</div></div>
-  <div class="card"><div class="k">Favorite-rider</div><div class="v" style="color:var(--amber)">3</div></div>
+  <div class="card"><div class="k">Validated wallets</div><div class="v">46</div></div>
+  <div class="card"><div class="k">Median z</div><div class="v">4.3</div></div>
+  <div class="card"><div class="k">Median OOS z</div><div class="v" style="color:var(--green)">3.1</div></div>
+  <div class="card"><div class="k">Value / longshot</div><div class="v" style="color:var(--green)">34</div></div>
+  <div class="card"><div class="k">Favorite-rider</div><div class="v" style="color:var(--amber)">6</div></div>
 </div>
 <div class="controls">
   <input id="q" placeholder="search name or address…">
@@ -68,7 +68,7 @@ td.name{font-weight:600}a{color:var(--blue);text-decoration:none}a:hover{text-de
 <p class="note"><b>How to read it.</b> <b>z</b> = how far the wallet beat the prices it paid (skill; >3 is strong). <b>OOS z</b> = whether that skill held on held-out bets — the gate that separates real edge from luck. <b>Alpha 0.2–0.4</b> = share of bets in the underdog value zone where research finds real edge concentrates. <span class="value" style="padding:1px 7px">Value</span> wallets win by beating longshot/mid prices (the copyable alpha); <span class="favorite" style="padding:1px 7px">Favorite-rider</span> wallets post high win rates buying near-certain favorites (real but thin, hard to copy). Click any row for live recent trades. Not financial advice — split-half OOS, forward-track before sizing.</p>
 </div>
 <script>
-const DATA=[{"wallet": "0xca15832b58674fc4e9d7e87bff859c4b94629b50", "name": "Gabe22", "weight": 0.1812, "tier": "validated", "z": 31.1, "z_oos": 26.9, "n": 2262, "win_rate": 44.5, "avg_entry": 0.2, "band_0204": 0.35, "rank": 1, "arch": "value", "wins": 1007}, {"wallet": "0xf419556a9758214628edff29dce8f39a8aa13ce7", "name": "2j289uUmAio7ap245975", "weight": 0.1043, "tier": "validated", "z": 17.91, "z_oos": 9.49, "n": 2084, "win_rate": 69.9, "avg_entry": 0.51, "band_0204": 0.13, "rank": 2, "arch": "balanced", "wins": 1457}, {"wallet": "0x8e9eedf20dfa70956d49f608a205e402d9df38e4", "name": "Siziriv", "weight": 0.0873, "tier": "validated", "z": 14.99, "z_oos": 7.87, "n": 2221, "win_rate": 51.8, "avg_entry": 0.44, "band_0204": 0.03, "rank": 3, "arch": "value", "wins": 1150}, {"wallet": "0x3024821d3a7a3ffa5f1258bab54bd906d9e6b996", "name": "0x3024821d3a7a3fFa5f1258Bab54BD906D9e6B996-1777812964640", "weight": 0.0834, "tier": "validated", "z": 14.31, "z_oos": 9.49, "n": 2130, "win_rate": 26.9, "avg_entry": 0.17, "band_0204": 0.2, "rank": 4, "arch": "value", "wins": 573}, {"wallet": "0x2257901897e83d39e778fa86d568dc1cd9a2dca2", "name": "iuii899889", "weight": 0.0582, "tier": "validated", "z": 9.99, "z_oos": 6.55, "n": 1538, "win_rate": 50.0, "avg_entry": 0.38, "band_0204": 0.25, "rank": 5, "arch": "value", "wins": 769}, {"wallet": "0x14d2bf01e3e7bac9b1799265db3c7d8a993dfa3e", "name": "8998yueyye", "weight": 0.0531, "tier": "validated", "z": 9.12, "z_oos": 5.97, "n": 1531, "win_rate": 50.0, "avg_entry": 0.39, "band_0204": 0.25, "rank": 6, "arch": "value", "wins": 766}, {"wallet": "0x2a315a8d15cfde768bcd47ba5cacf3ef5894f2f0", "name": "itsjustcheddar", "weight": 0.0449, "tier": "validated", "z": 7.7, "z_oos": 6.81, "n": 2352, "win_rate": 63.6, "avg_entry": 0.59, "band_0204": 0.05, "rank": 7, "arch": "balanced", "wins": 1496}, {"wallet": "0x753e554feb327f9d4f7bff8a6ebdced98fbd2046", "name": "hfdffdhr", "weight": 0.0426, "tier": "validated", "z": 7.31, "z_oos": 4.99, "n": 1379, "win_rate": 49.8, "avg_entry": 0.41, "band_0204": 0.2, "rank": 8, "arch": "value", "wins": 687}, {"wallet": "0xf3a6ef82d0904db48c0ad8016ca62c556fee8c6c", "name": "0xf3a6ef82\u2026", "weight": 0.0394, "tier": "validated", "z": 6.77, "z_oos": 3.5, "n": 1220, "win_rate": 33.5, "avg_entry": 0.26, "band_0204": 0.2, "rank": 9, "arch": "value", "wins": 409}, {"wallet": "0x4b51d90a0f8024a1d3d169b6a4a6473d3f75de5e", "name": "0x4b51d90a\u2026", "weight": 0.0361, "tier": "validated", "z": 6.19, "z_oos": 5.82, "n": 470, "win_rate": 31.3, "avg_entry": 0.21, "band_0204": 0.26, "rank": 10, "arch": "value", "wins": 147}, {"wallet": "0x86b9a88a75194d15bb36c092ea85202da5596d67", "name": "lalala67", "weight": 0.0329, "tier": "validated", "z": 5.64, "z_oos": 5.68, "n": 1748, "win_rate": 99.7, "avg_entry": 0.98, "band_0204": 0.0, "rank": 11, "arch": "favorite", "wins": 1743}, {"wallet": "0x8d650d146740463611db1f3974ae9b922953ce8f", "name": "PWBR", "weight": 0.03, "tier": "validated", "z": 5.15, "z_oos": 2.77, "n": 2016, "win_rate": 39.4, "avg_entry": 0.35, "band_0204": 0.11, "rank": 12, "arch": "value", "wins": 794}, {"wallet": "0xa75f077c6e2510b020967c6230bac2bf342300f0", "name": "0xa75f077c\u2026", "weight": 0.0298, "tier": "validated", "z": 5.12, "z_oos": 2.7, "n": 1926, "win_rate": 48.8, "avg_entry": 0.43, "band_0204": 0.33, "rank": 13, "arch": "value", "wins": 940}, {"wallet": "0x5f7832a6d8621345922490c74f4e525db20cbfca", "name": "pupe", "weight": 0.0279, "tier": "validated", "z": 4.79, "z_oos": 2.95, "n": 2000, "win_rate": 41.5, "avg_entry": 0.37, "band_0204": 0.18, "rank": 14, "arch": "value", "wins": 830}, {"wallet": "0x13289e4d4538c0e7c282c451bd5ede8e27aef16d", "name": "0x13289e4d\u2026", "weight": 0.0267, "tier": "validated", "z": 4.58, "z_oos": 4.21, "n": 2168, "win_rate": 48.7, "avg_entry": 0.44, "band_0204": 0.23, "rank": 15, "arch": "value", "wins": 1056}, {"wallet": "0x6ab434242be94f834de8d38ba2de0b4cbfdaa81b", "name": "STAYCALM", "weight": 0.0247, "tier": "validated", "z": 4.24, "z_oos": 2.01, "n": 2062, "win_rate": 94.0, "avg_entry": 0.92, "band_0204": 0.01, "rank": 16, "arch": "favorite", "wins": 1938}, {"wallet": "0x91e8ec880471a69da3c74356a9ec2571d37b24f8", "name": "Bigbang4", "weight": 0.0204, "tier": "validated", "z": 3.51, "z_oos": 0.87, "n": 743, "win_rate": 35.7, "avg_entry": 0.3, "band_0204": 0.36, "rank": 17, "arch": "value", "wins": 265}, {"wallet": "0xc265ab3fad6092a5a28cbb72bdef33e6eaced5ab", "name": "0xc265ab3f\u2026", "weight": 0.0195, "tier": "validated", "z": 3.34, "z_oos": 2.06, "n": 1185, "win_rate": 99.2, "avg_entry": 0.98, "band_0204": 0.0, "rank": 18, "arch": "favorite", "wins": 1176}, {"wallet": "0x6d3c9fe9cb9a7e006c99b13bdd0451ab5059c74a", "name": "0x6D3C9fE9CB9A7e006C99b13bDd0451aB5059C74a-1775205794013", "weight": 0.0192, "tier": "validated", "z": 3.3, "z_oos": 0.22, "n": 1308, "win_rate": 29.8, "avg_entry": 0.26, "band_0204": 0.4, "rank": 19, "arch": "value", "wins": 390}, {"wallet": "0x46b2f8a865a3572a435813e747e22cce0e835977", "name": "quantssss", "weight": 0.0192, "tier": "validated", "z": 3.29, "z_oos": 2.37, "n": 2007, "win_rate": 49.2, "avg_entry": 0.46, "band_0204": 0.39, "rank": 20, "arch": "value", "wins": 987}, {"wallet": "0x50c0959535cf830f6b73c5366a02f2cce3aa1600", "name": "LidoRzitoni", "weight": 0.0192, "tier": "validated", "z": 3.29, "z_oos": 1.49, "n": 212, "win_rate": 34.4, "avg_entry": 0.26, "band_0204": 0.32, "rank": 21, "arch": "value", "wins": 73}];
+const DATA=[{"wallet": "0xca15832b58674fc4e9d7e87bff859c4b94629b50", "name": "Gabe22", "weight": 0.1134, "tier": "validated", "z": 31.1, "z_oos": 26.9, "n": 2262, "win_rate": 44.5, "avg_entry": 0.2, "band_0204": 0.35, "rank": 1, "arch": "value", "wins": 1007}, {"wallet": "0xf419556a9758214628edff29dce8f39a8aa13ce7", "name": "2j289uUmAio7ap245975", "weight": 0.0653, "tier": "validated", "z": 17.91, "z_oos": 9.49, "n": 2084, "win_rate": 69.9, "avg_entry": 0.51, "band_0204": 0.13, "rank": 2, "arch": "balanced", "wins": 1457}, {"wallet": "0x8e9eedf20dfa70956d49f608a205e402d9df38e4", "name": "Siziriv", "weight": 0.0543, "tier": "validated", "z": 14.9, "z_oos": 7.87, "n": 2221, "win_rate": 51.7, "avg_entry": 0.44, "band_0204": 0.03, "rank": 3, "arch": "value", "wins": 1148}, {"wallet": "0x3024821d3a7a3ffa5f1258bab54bd906d9e6b996", "name": "0x3024821d3a7a3fFa5f1258Bab54BD906D9e6B996-1777812964640", "weight": 0.053, "tier": "validated", "z": 14.55, "z_oos": 9.65, "n": 2278, "win_rate": 26.3, "avg_entry": 0.16, "band_0204": 0.2, "rank": 4, "arch": "value", "wins": 599}, {"wallet": "0x2257901897e83d39e778fa86d568dc1cd9a2dca2", "name": "iuii899889", "weight": 0.0364, "tier": "validated", "z": 9.99, "z_oos": 6.55, "n": 1538, "win_rate": 50.0, "avg_entry": 0.38, "band_0204": 0.25, "rank": 5, "arch": "value", "wins": 769}, {"wallet": "0xda24f0caf5766fc36df8ac2f6ae3a567b71a9f1f", "name": "Thewinwin", "weight": 0.0335, "tier": "validated", "z": 9.18, "z_oos": 6.84, "n": 2001, "win_rate": 41.0, "avg_entry": 0.32, "band_0204": 0.31, "rank": 6, "arch": "value", "wins": 820}, {"wallet": "0x14d2bf01e3e7bac9b1799265db3c7d8a993dfa3e", "name": "8998yueyye", "weight": 0.0332, "tier": "validated", "z": 9.12, "z_oos": 5.97, "n": 1531, "win_rate": 50.0, "avg_entry": 0.39, "band_0204": 0.25, "rank": 7, "arch": "value", "wins": 766}, {"wallet": "0x2a315a8d15cfde768bcd47ba5cacf3ef5894f2f0", "name": "itsjustcheddar", "weight": 0.0295, "tier": "validated", "z": 8.08, "z_oos": 7.08, "n": 2396, "win_rate": 63.7, "avg_entry": 0.59, "band_0204": 0.05, "rank": 8, "arch": "balanced", "wins": 1526}, {"wallet": "0x2f633efb75256a2f2445110c8978684ab8936643", "name": "AI.AGENT.2026", "weight": 0.0275, "tier": "validated", "z": 7.55, "z_oos": 3.92, "n": 590, "win_rate": 92.0, "avg_entry": 0.82, "band_0204": 0.05, "rank": 9, "arch": "balanced", "wins": 543}, {"wallet": "0x753e554feb327f9d4f7bff8a6ebdced98fbd2046", "name": "hfdffdhr", "weight": 0.0267, "tier": "validated", "z": 7.31, "z_oos": 4.99, "n": 1379, "win_rate": 49.8, "avg_entry": 0.41, "band_0204": 0.2, "rank": 10, "arch": "value", "wins": 687}, {"wallet": "0xf3a6ef82d0904db48c0ad8016ca62c556fee8c6c", "name": "0xf3a6ef82\u2026", "weight": 0.0257, "tier": "validated", "z": 7.06, "z_oos": 3.68, "n": 1300, "win_rate": 34.1, "avg_entry": 0.27, "band_0204": 0.2, "rank": 11, "arch": "value", "wins": 443}, {"wallet": "0x4b51d90a0f8024a1d3d169b6a4a6473d3f75de5e", "name": "0x4b51d90a\u2026", "weight": 0.0226, "tier": "validated", "z": 6.19, "z_oos": 5.82, "n": 470, "win_rate": 31.3, "avg_entry": 0.21, "band_0204": 0.26, "rank": 12, "arch": "value", "wins": 147}, {"wallet": "0x85c0272a4c6334e4cb1212b4e5cda66e68519231", "name": "ferrusqwed", "weight": 0.0218, "tier": "validated", "z": 5.98, "z_oos": 3.62, "n": 2307, "win_rate": 48.2, "avg_entry": 0.43, "band_0204": 0.27, "rank": 13, "arch": "value", "wins": 1112}, {"wallet": "0x30dc7f0cfa4c98590b1c77dd92c82570efa5eb4b", "name": "napahp", "weight": 0.0197, "tier": "validated", "z": 5.4, "z_oos": 2.21, "n": 2243, "win_rate": 48.2, "avg_entry": 0.43, "band_0204": 0.35, "rank": 14, "arch": "value", "wins": 1081}, {"wallet": "0x8d650d146740463611db1f3974ae9b922953ce8f", "name": "PWBR", "weight": 0.0188, "tier": "validated", "z": 5.15, "z_oos": 2.77, "n": 2016, "win_rate": 39.4, "avg_entry": 0.35, "band_0204": 0.11, "rank": 15, "arch": "value", "wins": 794}, {"wallet": "0xa75f077c6e2510b020967c6230bac2bf342300f0", "name": "0xa75f077c\u2026", "weight": 0.0187, "tier": "validated", "z": 5.12, "z_oos": 2.7, "n": 1926, "win_rate": 48.8, "avg_entry": 0.43, "band_0204": 0.33, "rank": 16, "arch": "value", "wins": 940}, {"wallet": "0xb595d09ce5bbc4d39e3b3d04e80c402d2c8d5922", "name": "0xB595d09Ce5bBc4d39E3b3D04E80C402d2C8D5922-1769777706105", "weight": 0.0184, "tier": "validated", "z": 5.05, "z_oos": 4.34, "n": 2242, "win_rate": 99.7, "avg_entry": 0.98, "band_0204": 0.0, "rank": 17, "arch": "favorite", "wins": 2235}, {"wallet": "0x5f7832a6d8621345922490c74f4e525db20cbfca", "name": "pupe", "weight": 0.0175, "tier": "validated", "z": 4.79, "z_oos": 2.95, "n": 2000, "win_rate": 41.5, "avg_entry": 0.37, "band_0204": 0.18, "rank": 18, "arch": "value", "wins": 830}, {"wallet": "0x13a12ebadc50f6fa42c8f2595997d8adf329d9bc", "name": "12398498123498189239843", "weight": 0.0169, "tier": "validated", "z": 4.64, "z_oos": 3.11, "n": 1997, "win_rate": 69.2, "avg_entry": 0.65, "band_0204": 0.12, "rank": 19, "arch": "balanced", "wins": 1382}, {"wallet": "0xa16a1302ca05463f30faebeb5c045767fde233a1", "name": "KimiTalibantonelli", "weight": 0.0169, "tier": "validated", "z": 4.63, "z_oos": 2.53, "n": 1794, "win_rate": 99.0, "avg_entry": 0.98, "band_0204": 0.0, "rank": 20, "arch": "favorite", "wins": 1776}, {"wallet": "0x13289e4d4538c0e7c282c451bd5ede8e27aef16d", "name": "0x13289e4d\u2026", "weight": 0.0167, "tier": "validated", "z": 4.58, "z_oos": 4.26, "n": 2187, "win_rate": 48.7, "avg_entry": 0.44, "band_0204": 0.23, "rank": 21, "arch": "value", "wins": 1065}, {"wallet": "0x7aa7d7147ba1bf4a1df2f9db183202b6ab0cafb4", "name": "CaiShenYeHUAT", "weight": 0.016, "tier": "validated", "z": 4.38, "z_oos": 1.78, "n": 1375, "win_rate": 49.7, "avg_entry": 0.45, "band_0204": 0.21, "rank": 22, "arch": "value", "wins": 683}, {"wallet": "0x6ab434242be94f834de8d38ba2de0b4cbfdaa81b", "name": "STAYCALM", "weight": 0.0156, "tier": "validated", "z": 4.29, "z_oos": 2.15, "n": 2078, "win_rate": 94.0, "avg_entry": 0.92, "band_0204": 0.01, "rank": 23, "arch": 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diff --git a/live/portfolio.json b/live/portfolio.json
index ce4500b0..cb991e9a 100644
--- a/live/portfolio.json
+++ b/live/portfolio.json
@@ -1 +1 @@
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\ No newline at end of file
diff --git a/live/watch_sharps.json b/live/watch_sharps.json
index e99d94be..4875781c 100644
--- a/live/watch_sharps.json
+++ b/live/watch_sharps.json
@@ -1,4 +1,52 @@
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+    "conv30_win": 84.2,
+    "conv30_won": 16,
+    "conv30_lost": 3,
+    "conv30_ref": 0,
+    "conv30_sold": 0,
+    "conv30_pnl": 1757,
+    "realized_pnl": 13603,
+    "all_win": 46.2,
+    "all_won": 294,
+    "all_lost": 342,
+    "all_ref": 2,
+    "all_sold": 0,
+    "all_pnl": 1623,
+    "open_pnl": -52,
+    "pm_pnl": 1602,
+    "avg_bet": 266,
+    "copy_pnl": 47,
+    "held_pnl": 35,
+    "held_won": 13,
+    "held_lost": 7,
+    "sold": 4,
+    "last_trade": 1783518935,
+    "last_conv_bet": 1783518935,
+    "med_lead_h": 14.2,
+    "trust_n": 65,
+    "trust_wr": 0.677,
+    "trust_roi": 0.012,
+    "trust_refunds": 8
+  },
   {
     "wallet": "0x460d15ce9258fb8ce6a94d984574598d2f1c9d5f",
     "name": "0x460D15cE9258FB8cE6A94D984574598D2f1c9d5F-1759848102153",
@@ -1289,7 +1433,7 @@
     "sold": 3,
     "last_trade": 1782910820,
     "last_conv_bet": 1782876154,
-    "med_lead_h": 148.7,
+    "med_lead_h": 148.2,
     "trust_n": 36,
     "trust_wr": 0.667,
     "trust_roi": 0.512,
@@ -1298,50 +1442,50 @@
   {
     "wallet": "0xb8f6c79e452d7247d0cf47d16eaf7911953c4f7f",
     "name": "sweise",
-    "train_win": 68.7,
-    "train_conv_roi": 0.126,
-    "train_z": 2.51,
-    "z_all": 3.45,
-    "med_stake": 67,
+    "train_win": 68.6,
+    "train_conv_roi": 0.124,
+    "train_z": 2.45,
+    "z_all": 3.37,
+    "med_stake": 68,
     "avg_entry": 0.63,
-    "train_n": 345,
-    "fwd_win": 83.1,
-    "fwd_conv_roi": 0.115,
-    "fwd_n": 136,
-    "conv_win": 69.8,
-    "conv_won": 296,
+    "train_n": 344,
+    "fwd_win": 83.3,
+    "fwd_conv_roi": 0.118,
+    "fwd_n": 138,
+    "conv_win": 69.9,
+    "conv_won": 297,
     "conv_lost": 128,
     "conv_ref": 0,
     "conv_sold": 0,
-    "conv_pnl": 2934,
-    "conv30_win": 77.8,
-    "conv30_won": 77,
+    "conv_pnl": 2952,
+    "conv30_win": 77.6,
+    "conv30_won": 76,
     "conv30_lost": 22,
     "conv30_ref": 0,
     "conv30_sold": 0,
-    "conv30_pnl": 1102,
-    "realized_pnl": 3216,
+    "conv30_pnl": 1096,
+    "realized_pnl": 3244,
     "all_win": 52.8,
-    "all_won": 1116,
-    "all_lost": 997,
+    "all_won": 1118,
+    "all_lost": 999,
     "all_ref": 4,
     "all_sold": 0,
-    "all_pnl": 3173,
-    "open_pnl": -65,
-    "pm_pnl": 3106,
+    "all_pnl": 3170,
+    "open_pnl": -59,
+    "pm_pnl": 3105,
     "avg_bet": 107,
     "copy_pnl": 31,
     "held_pnl": 54,
     "held_won": 47,
     "held_lost": 7,
     "sold": 3,
-    "last_trade": 1783461388,
+    "last_trade": 1783507027,
     "last_conv_bet": 1783455287,
-    "med_lead_h": 146.9,
-    "trust_n": 137,
-    "trust_wr": 0.818,
-    "trust_roi": 0.081,
-    "trust_refunds": 21
+    "med_lead_h": 150.5,
+    "trust_n": 139,
+    "trust_wr": 0.82,
+    "trust_roi": 0.085,
+    "trust_refunds": 20
   },
   {
     "wallet": "0xed37e7316f6b1b99da8893e0c09cfe0bf1b62f93",
@@ -1387,8 +1531,8 @@
     "last_conv_bet": 1782754403,
     "med_lead_h": null,
     "trust_n": 36,
-    "trust_wr": 0.889,
-    "trust_roi": 0.382,
+    "trust_wr": 0.833,
+    "trust_roi": 0.267,
     "trust_refunds": 0
   },
   {
@@ -1397,7 +1541,7 @@
     "train_win": 76.6,
     "train_conv_roi": 0.053,
     "train_z": 1.93,
-    "z_all": 2.99,
+    "z_all": 3.05,
     "med_stake": 97,
     "avg_entry": 0.73,
     "train_n": 261,
@@ -1423,20 +1567,20 @@
     "all_ref": 59,
     "all_sold": 0,
     "all_pnl": -1145,
-    "open_pnl": 64,
-    "pm_pnl": -1018,
+    "open_pnl": 132,
+    "pm_pnl": -934,
     "avg_bet": 234,
     "copy_pnl": 16,
     "held_pnl": 3,
     "held_won": 2,
     "held_lost": 0,
     "sold": 17,
-    "last_trade": 1783467019,
+    "last_trade": 1783521307,
     "last_conv_bet": 1783452719,
     "med_lead_h": 559.5,
     "trust_n": 55,
     "trust_wr": 0.873,
-    "trust_roi": 0.049,
+    "trust_roi": 0.056,
     "trust_refunds": 0
   },
   {
@@ -1445,7 +1589,7 @@
     "train_win": 79.3,
     "train_conv_roi": 0.148,
     "train_z": 2.76,
-    "z_all": 2.11,
+    "z_all": 2.15,
     "med_stake": 4423,
     "avg_entry": 0.68,
     "train_n": 87,
@@ -1471,20 +1615,68 @@
     "all_ref": 4,
     "all_sold": 0,
     "all_pnl": 91479,
-    "open_pnl": 2368,
-    "pm_pnl": 94792,
+    "open_pnl": 2650,
+    "pm_pnl": 95086,
     "avg_bet": 7025,
     "copy_pnl": 12,
     "held_pnl": -124,
     "held_won": 5,
     "held_lost": 3,
     "sold": 9,
-    "last_trade": 1783465997,
+    "last_trade": 1783521098,
     "last_conv_bet": 1783465004,
     "med_lead_h": 158.9,
     "trust_n": 59,
-    "trust_wr": 0.797,
-    "trust_roi": 0.085,
+    "trust_wr": 0.831,
+    "trust_roi": 0.126,
+    "trust_refunds": 0
+  },
+  {
+    "wallet": "0x83d9c8fe37f1b5141f3219219403d87f4513651b",
+    "name": "4buc0",
+    "train_win": 71.8,
+    "train_conv_roi": 0.132,
+    "train_z": 2.19,
+    "z_all": 2.14,
+    "med_stake": 2245,
+    "avg_entry": 0.66,
+    "train_n": 174,
+    "fwd_win": null,
+    "fwd_conv_roi": null,
+    "fwd_n": 1,
+    "conv_win": 77.9,
+    "conv_won": 374,
+    "conv_lost": 106,
+    "conv_ref": 0,
+    "conv_sold": 0,
+    "conv_pnl": 192670,
+    "conv30_win": null,
+    "conv30_won": 0,
+    "conv30_lost": 0,
+    "conv30_ref": 0,
+    "conv30_sold": 0,
+    "conv30_pnl": 0,
+    "realized_pnl": 193522,
+    "all_win": 62.7,
+    "all_won": 1491,
+    "all_lost": 887,
+    "all_ref": 25,
+    "all_sold": 0,
+    "all_pnl": 236507,
+    "open_pnl": 0,
+    "pm_pnl": 240984,
+    "avg_bet": 4979,
+    "copy_pnl": 4,
+    "held_pnl": 4,
+    "held_won": 1,
+    "held_lost": 0,
+    "sold": 0,
+    "last_trade": 1780951776,
+    "last_conv_bet": 1780951776,
+    "med_lead_h": 34.5,
+    "trust_n": 97,
+    "trust_wr": 0.763,
+    "trust_roi": 0.211,
     "trust_refunds": 0
   }
 ]
\ No newline at end of file
diff --git a/live/watch_skilled.json b/live/watch_skilled.json
index dccc9763..aa6cb10f 100644
--- a/live/watch_skilled.json
+++ b/live/watch_skilled.json
@@ -2,7 +2,7 @@
   {
     "wallet": "0xca15832b58674fc4e9d7e87bff859c4b94629b50",
     "name": "Gabe22",
-    "weight": 0.1812,
+    "weight": 0.1134,
     "tier": "validated",
     "z": 31.1,
     "z_oos": 26.9,
@@ -14,7 +14,7 @@
   {
     "wallet": "0xf419556a9758214628edff29dce8f39a8aa13ce7",
     "name": "2j289uUmAio7ap245975",
-    "weight": 0.1043,
+    "weight": 0.0653,
     "tier": "validated",
     "z": 17.91,
     "z_oos": 9.49,
@@ -26,31 +26,31 @@
   {
     "wallet": "0x8e9eedf20dfa70956d49f608a205e402d9df38e4",
     "name": "Siziriv",
-    "weight": 0.0873,
+    "weight": 0.0543,
     "tier": "validated",
-    "z": 14.99,
+    "z": 14.9,
     "z_oos": 7.87,
     "n": 2221,
-    "win_rate": 51.8,
+    "win_rate": 51.7,
     "avg_entry": 0.44,
     "band_0204": 0.03
   },
   {
     "wallet": "0x3024821d3a7a3ffa5f1258bab54bd906d9e6b996",
     "name": "0x3024821d3a7a3fFa5f1258Bab54BD906D9e6B996-1777812964640",
-    "weight": 0.0834,
+    "weight": 0.053,
     "tier": "validated",
-    "z": 14.31,
-    "z_oos": 9.49,
-    "n": 2130,
-    "win_rate": 26.9,
-    "avg_entry": 0.17,
+    "z": 14.55,
+    "z_oos": 9.65,
+    "n": 2278,
+    "win_rate": 26.3,
+    "avg_entry": 0.16,
     "band_0204": 0.2
   },
   {
     "wallet": "0x2257901897e83d39e778fa86d568dc1cd9a2dca2",
     "name": "iuii899889",
-    "weight": 0.0582,
+    "weight": 0.0364,
     "tier": "validated",
     "z": 9.99,
     "z_oos": 6.55,
@@ -59,10 +59,22 @@
     "avg_entry": 0.38,
     "band_0204": 0.25
   },
+  {
+    "wallet": "0xda24f0caf5766fc36df8ac2f6ae3a567b71a9f1f",
+    "name": "Thewinwin",
+    "weight": 0.0335,
+    "tier": "validated",
+    "z": 9.18,
+    "z_oos": 6.84,
+    "n": 2001,
+    "win_rate": 41.0,
+    "avg_entry": 0.32,
+    "band_0204": 0.31
+  },
   {
     "wallet": "0x14d2bf01e3e7bac9b1799265db3c7d8a993dfa3e",
     "name": "8998yueyye",
-    "weight": 0.0531,
+    "weight": 0.0332,
     "tier": "validated",
     "z": 9.12,
     "z_oos": 5.97,
@@ -74,19 +86,31 @@
   {
     "wallet": "0x2a315a8d15cfde768bcd47ba5cacf3ef5894f2f0",
     "name": "itsjustcheddar",
-    "weight": 0.0449,
+    "weight": 0.0295,
     "tier": "validated",
-    "z": 7.7,
-    "z_oos": 6.81,
-    "n": 2352,
-    "win_rate": 63.6,
+    "z": 8.08,
+    "z_oos": 7.08,
+    "n": 2396,
+    "win_rate": 63.7,
     "avg_entry": 0.59,
     "band_0204": 0.05
   },
+  {
+    "wallet": "0x2f633efb75256a2f2445110c8978684ab8936643",
+    "name": "AI.AGENT.2026",
+    "weight": 0.0275,
+    "tier": "validated",
+    "z": 7.55,
+    "z_oos": 3.92,
+    "n": 590,
+    "win_rate": 92.0,
+    "avg_entry": 0.82,
+    "band_0204": 0.05
+  },
   {
     "wallet": "0x753e554feb327f9d4f7bff8a6ebdced98fbd2046",
     "name": "hfdffdhr",
-    "weight": 0.0426,
+    "weight": 0.0267,
     "tier": "validated",
     "z": 7.31,
     "z_oos": 4.99,
@@ -98,19 +122,19 @@
   {
     "wallet": "0xf3a6ef82d0904db48c0ad8016ca62c556fee8c6c",
     "name": "0xf3a6ef82\u2026",
-    "weight": 0.0394,
+    "weight": 0.0257,
     "tier": "validated",
-    "z": 6.77,
-    "z_oos": 3.5,
-    "n": 1220,
-    "win_rate": 33.5,
-    "avg_entry": 0.26,
+    "z": 7.06,
+    "z_oos": 3.68,
+    "n": 1300,
+    "win_rate": 34.1,
+    "avg_entry": 0.27,
     "band_0204": 0.2
   },
   {
     "wallet": "0x4b51d90a0f8024a1d3d169b6a4a6473d3f75de5e",
     "name": "0x4b51d90a\u2026",
-    "weight": 0.0361,
+    "weight": 0.0226,
     "tier": "validated",
     "z": 6.19,
     "z_oos": 5.82,
@@ -120,21 +144,33 @@
     "band_0204": 0.26
   },
   {
-    "wallet": "0x86b9a88a75194d15bb36c092ea85202da5596d67",
-    "name": "lalala67",
-    "weight": 0.0329,
+    "wallet": "0x85c0272a4c6334e4cb1212b4e5cda66e68519231",
+    "name": "ferrusqwed",
+    "weight": 0.0218,
     "tier": "validated",
-    "z": 5.64,
-    "z_oos": 5.68,
-    "n": 1748,
-    "win_rate": 99.7,
-    "avg_entry": 0.98,
-    "band_0204": 0.0
+    "z": 5.98,
+    "z_oos": 3.62,
+    "n": 2307,
+    "win_rate": 48.2,
+    "avg_entry": 0.43,
+    "band_0204": 0.27
+  },
+  {
+    "wallet": "0x30dc7f0cfa4c98590b1c77dd92c82570efa5eb4b",
+    "name": "napahp",
+    "weight": 0.0197,
+    "tier": "validated",
+    "z": 5.4,
+    "z_oos": 2.21,
+    "n": 2243,
+    "win_rate": 48.2,
+    "avg_entry": 0.43,
+    "band_0204": 0.35
   },
   {
     "wallet": "0x8d650d146740463611db1f3974ae9b922953ce8f",
     "name": "PWBR",
-    "weight": 0.03,
+    "weight": 0.0188,
     "tier": "validated",
     "z": 5.15,
     "z_oos": 2.77,
@@ -146,7 +182,7 @@
   {
     "wallet": "0xa75f077c6e2510b020967c6230bac2bf342300f0",
     "name": "0xa75f077c\u2026",
-    "weight": 0.0298,
+    "weight": 0.0187,
     "tier": "validated",
     "z": 5.12,
     "z_oos": 2.7,
@@ -155,10 +191,22 @@
     "avg_entry": 0.43,
     "band_0204": 0.33
   },
+  {
+    "wallet": "0xb595d09ce5bbc4d39e3b3d04e80c402d2c8d5922",
+    "name": "0xB595d09Ce5bBc4d39E3b3D04E80C402d2C8D5922-1769777706105",
+    "weight": 0.0184,
+    "tier": "validated",
+    "z": 5.05,
+    "z_oos": 4.34,
+    "n": 2242,
+    "win_rate": 99.7,
+    "avg_entry": 0.98,
+    "band_0204": 0.0
+  },
   {
     "wallet": "0x5f7832a6d8621345922490c74f4e525db20cbfca",
     "name": "pupe",
-    "weight": 0.0279,
+    "weight": 0.0175,
     "tier": "validated",
     "z": 4.79,
     "z_oos": 2.95,
@@ -167,46 +215,154 @@
     "avg_entry": 0.37,
     "band_0204": 0.18
   },
+  {
+    "wallet": "0x13a12ebadc50f6fa42c8f2595997d8adf329d9bc",
+    "name": "12398498123498189239843",
+    "weight": 0.0169,
+    "tier": "validated",
+    "z": 4.64,
+    "z_oos": 3.11,
+    "n": 1997,
+    "win_rate": 69.2,
+    "avg_entry": 0.65,
+    "band_0204": 0.12
+  },
+  {
+    "wallet": "0xa16a1302ca05463f30faebeb5c045767fde233a1",
+    "name": "KimiTalibantonelli",
+    "weight": 0.0169,
+    "tier": "validated",
+    "z": 4.63,
+    "z_oos": 2.53,
+    "n": 1794,
+    "win_rate": 99.0,
+    "avg_entry": 0.98,
+    "band_0204": 0.0
+  },
   {
     "wallet": "0x13289e4d4538c0e7c282c451bd5ede8e27aef16d",
     "name": "0x13289e4d\u2026",
-    "weight": 0.0267,
+    "weight": 0.0167,
     "tier": "validated",
     "z": 4.58,
-    "z_oos": 4.21,
-    "n": 2168,
+    "z_oos": 4.26,
+    "n": 2187,
     "win_rate": 48.7,
     "avg_entry": 0.44,
     "band_0204": 0.23
   },
+  {
+    "wallet": "0x7aa7d7147ba1bf4a1df2f9db183202b6ab0cafb4",
+    "name": "CaiShenYeHUAT",
+    "weight": 0.016,
+    "tier": "validated",
+    "z": 4.38,
+    "z_oos": 1.78,
+    "n": 1375,
+    "win_rate": 49.7,
+    "avg_entry": 0.45,
+    "band_0204": 0.21
+  },
   {
     "wallet": "0x6ab434242be94f834de8d38ba2de0b4cbfdaa81b",
     "name": "STAYCALM",
-    "weight": 0.0247,
+    "weight": 0.0156,
     "tier": "validated",
-    "z": 4.24,
-    "z_oos": 2.01,
-    "n": 2062,
+    "z": 4.29,
+    "z_oos": 2.15,
+    "n": 2078,
     "win_rate": 94.0,
     "avg_entry": 0.92,
     "band_0204": 0.01
   },
+  {
+    "wallet": "0x82b59bbdd9ec1aaa995ee41d5d49b7de0a5f6f5f",
+    "name": "ldsam",
+    "weight": 0.0156,
+    "tier": "validated",
+    "z": 4.29,
+    "z_oos": 4.62,
+    "n": 2000,
+    "win_rate": 48.2,
+    "avg_entry": 0.44,
+    "band_0204": 0.29
+  },
+  {
+    "wallet": "0x0cfe444ab50e01b14ee15ff5e677a1dd68cbd5c3",
+    "name": "0x0CFE444Ab50e01B14EE15ff5e677a1dd68cbD5c3-1778164468132",
+    "weight": 0.0146,
+    "tier": "validated",
+    "z": 4.0,
+    "z_oos": 0.51,
+    "n": 902,
+    "win_rate": 44.8,
+    "avg_entry": 0.39,
+    "band_0204": 0.27
+  },
+  {
+    "wallet": "0x616d3f9819deb5450fb34315221f23d64f36bb9b",
+    "name": "JackOfAllTrades3130",
+    "weight": 0.0146,
+    "tier": "validated",
+    "z": 4.0,
+    "z_oos": 3.01,
+    "n": 2007,
+    "win_rate": 99.2,
+    "avg_entry": 0.98,
+    "band_0204": 0.0
+  },
+  {
+    "wallet": "0x9219dd565d7521e95f273b7eea68dbb08d40027c",
+    "name": "aka-baka-tiki-taka",
+    "weight": 0.0144,
+    "tier": "validated",
+    "z": 3.94,
+    "z_oos": 3.54,
+    "n": 2001,
+    "win_rate": 98.7,
+    "avg_entry": 0.98,
+    "band_0204": 0.0
+  },
+  {
+    "wallet": "0xdeca32428d5cf4b1c4d7266a950e20791676ddd5",
+    "name": "durrrrrrrr",
+    "weight": 0.0133,
+    "tier": "validated",
+    "z": 3.65,
+    "z_oos": 2.45,
+    "n": 2045,
+    "win_rate": 31.7,
+    "avg_entry": 0.29,
+    "band_0204": 0.02
+  },
   {
     "wallet": "0x91e8ec880471a69da3c74356a9ec2571d37b24f8",
     "name": "Bigbang4",
-    "weight": 0.0204,
+    "weight": 0.0133,
     "tier": "validated",
-    "z": 3.51,
-    "z_oos": 0.87,
-    "n": 743,
+    "z": 3.64,
+    "z_oos": 0.67,
+    "n": 768,
     "win_rate": 35.7,
     "avg_entry": 0.3,
-    "band_0204": 0.36
+    "band_0204": 0.37
+  },
+  {
+    "wallet": "0x2c697b1d8e5546aef19ed939522af03d90a3a9a2",
+    "name": "traxup",
+    "weight": 0.0129,
+    "tier": "validated",
+    "z": 3.54,
+    "z_oos": 2.44,
+    "n": 2401,
+    "win_rate": 52.6,
+    "avg_entry": 0.49,
+    "band_0204": 0.14
   },
   {
     "wallet": "0xc265ab3fad6092a5a28cbb72bdef33e6eaced5ab",
     "name": "0xc265ab3f\u2026",
-    "weight": 0.0195,
+    "weight": 0.0122,
     "tier": "validated",
     "z": 3.34,
     "z_oos": 2.06,
@@ -215,10 +371,22 @@
     "avg_entry": 0.98,
     "band_0204": 0.0
   },
+  {
+    "wallet": "0x25e3ca4349e7c48a8a4b8d07e8a355c4003c9f8c",
+    "name": "0x25E3Ca4349E7c48a8A4b8D07e8a355C4003C9F8c-1769635498071",
+    "weight": 0.0121,
+    "tier": "validated",
+    "z": 3.33,
+    "z_oos": 3.95,
+    "n": 1798,
+    "win_rate": 24.3,
+    "avg_entry": 0.22,
+    "band_0204": 0.16
+  },
   {
     "wallet": "0x6d3c9fe9cb9a7e006c99b13bdd0451ab5059c74a",
     "name": "0x6D3C9fE9CB9A7e006C99b13bDd0451aB5059C74a-1775205794013",
-    "weight": 0.0192,
+    "weight": 0.012,
     "tier": "validated",
     "z": 3.3,
     "z_oos": 0.22,
@@ -230,7 +398,7 @@
   {
     "wallet": "0x46b2f8a865a3572a435813e747e22cce0e835977",
     "name": "quantssss",
-    "weight": 0.0192,
+    "weight": 0.012,
     "tier": "validated",
     "z": 3.29,
     "z_oos": 2.37,
@@ -242,7 +410,7 @@
   {
     "wallet": "0x50c0959535cf830f6b73c5366a02f2cce3aa1600",
     "name": "LidoRzitoni",
-    "weight": 0.0192,
+    "weight": 0.012,
     "tier": "validated",
     "z": 3.29,
     "z_oos": 1.49,
@@ -250,5 +418,137 @@
     "win_rate": 34.4,
     "avg_entry": 0.26,
     "band_0204": 0.32
+  },
+  {
+    "wallet": "0x536be02af900fe046fa708c8059c04f737a2cee3",
+    "name": "fill-or-fok-me",
+    "weight": 0.012,
+    "tier": "validated",
+    "z": 3.28,
+    "z_oos": 2.24,
+    "n": 2017,
+    "win_rate": 48.3,
+    "avg_entry": 0.45,
+    "band_0204": 0.34
+  },
+  {
+    "wallet": "0x5bc331ff6a2f3a679f0c98cca0d92cdda5c47a59",
+    "name": "0x5bc331ff\u2026",
+    "weight": 0.0113,
+    "tier": "validated",
+    "z": 3.09,
+    "z_oos": 3.36,
+    "n": 2008,
+    "win_rate": 25.2,
+    "avg_entry": 0.23,
+    "band_0204": 0.01
+  },
+  {
+    "wallet": "0xf4f88a1e25ff5dfae68326eb62049d6a1b7c5bf1",
+    "name": "cosmicsteaks",
+    "weight": 0.0113,
+    "tier": "validated",
+    "z": 3.09,
+    "z_oos": 3.07,
+    "n": 2032,
+    "win_rate": 43.1,
+    "avg_entry": 0.4,
+    "band_0204": 0.29
+  },
+  {
+    "wallet": "0xf820ceebb69255955e9d04367259c84e8e7f0485",
+    "name": "2iq",
+    "weight": 0.0112,
+    "tier": "validated",
+    "z": 3.07,
+    "z_oos": 6.6,
+    "n": 750,
+    "win_rate": 14.1,
+    "avg_entry": 0.11,
+    "band_0204": 0.15
+  },
+  {
+    "wallet": "0x55029891f5ae9f96e3aaa35e17f871fedfbe4b9a",
+    "name": "traxbottom",
+    "weight": 0.0112,
+    "tier": "validated",
+    "z": 3.06,
+    "z_oos": 2.39,
+    "n": 2004,
+    "win_rate": 51.7,
+    "avg_entry": 0.49,
+    "band_0204": 0.15
+  },
+  {
+    "wallet": "0x34f4c3118569f32ef02441326305bca0ff5816bd",
+    "name": "Walede-",
+    "weight": 0.0112,
+    "tier": "validated",
+    "z": 3.06,
+    "z_oos": 0.02,
+    "n": 2369,
+    "win_rate": 29.7,
+    "avg_entry": 0.27,
+    "band_0204": 0.47
+  },
+  {
+    "wallet": "0x290367f43d250062f470bb531fde2e3ab32e9203",
+    "name": "HarryRitter",
+    "weight": 0.0111,
+    "tier": "validated",
+    "z": 3.05,
+    "z_oos": 3.83,
+    "n": 1887,
+    "win_rate": 64.8,
+    "avg_entry": 0.62,
+    "band_0204": 0.12
+  },
+  {
+    "wallet": "0x48270d81cfe598ae0379ca535a26dc41e3e9080d",
+    "name": "DiogoBNF566",
+    "weight": 0.011,
+    "tier": "validated",
+    "z": 3.03,
+    "z_oos": 3.15,
+    "n": 232,
+    "win_rate": 84.1,
+    "avg_entry": 0.79,
+    "band_0204": 0.03
+  },
+  {
+    "wallet": "0x111a20cb89e66593229f90fffb92fe5a765caceb",
+    "name": "JohnLayo",
+    "weight": 0.011,
+    "tier": "validated",
+    "z": 3.01,
+    "z_oos": 0.99,
+    "n": 702,
+    "win_rate": 33.5,
+    "avg_entry": 0.29,
+    "band_0204": 0.54
+  },
+  {
+    "wallet": "0x7024512c86291a05777d9d2cf08198a1b9954c4c",
+    "name": "MTT75017",
+    "weight": 0.0109,
+    "tier": "validated",
+    "z": 3.0,
+    "z_oos": 7.2,
+    "n": 2314,
+    "win_rate": 4.3,
+    "avg_entry": 0.03,
+    "band_0204": 0.0
+  },
+  {
+    "wallet": "0xdc81489a205efc4d3a3e42fa80cf107da665242f",
+    "name": "traxsouth",
+    "weight": 0.0109,
+    "tier": "validated",
+    "z": 2.99,
+    "z_oos": 2.58,
+    "n": 2002,
+    "win_rate": 45.8,
+    "avg_entry": 0.43,
+    "band_0204": 0.15
   }
 ]
\ No newline at end of file