diff --git a/live/conviction_wallets.json b/live/conviction_wallets.json
index 2f5f944d..783addd0 100644
--- a/live/conviction_wallets.json
+++ b/live/conviction_wallets.json
@@ -33,13 +33,13 @@
     "train_win": 100.0,
     "train_conv_roi": 1.249,
     "train_z": 9.66,
-    "z_all": 20.95,
+    "z_all": 20.89,
     "med_stake": 9800,
     "avg_entry": 0.46,
     "train_n": 79,
-    "fwd_win": 96.2,
-    "fwd_conv_roi": 1.014,
-    "fwd_n": 26
+    "fwd_win": 96.3,
+    "fwd_conv_roi": 1.017,
+    "fwd_n": 27
   },
   {
     "wallet": "0x72e1597864456eda62878413cf3e60c332e4a45d",
@@ -51,9 +51,9 @@
     "med_stake": 474,
     "avg_entry": 0.52,
     "train_n": 322,
-    "fwd_win": 99.2,
-    "fwd_conv_roi": 1.057,
-    "fwd_n": 245
+    "fwd_win": 99.3,
+    "fwd_conv_roi": 1.061,
+    "fwd_n": 268
   },
   {
     "wallet": "0xc78cdeb598f0bb8bae62a80e8134e842b3c44455",
@@ -94,8 +94,8 @@
     "avg_entry": 0.53,
     "train_n": 106,
     "fwd_win": 99.1,
-    "fwd_conv_roi": 1.165,
-    "fwd_n": 113
+    "fwd_conv_roi": 1.164,
+    "fwd_n": 114
   },
   {
     "wallet": "0x2ba9075a4393227d4f1bee910725a6706de0b078",
@@ -135,9 +135,9 @@
     "med_stake": 308,
     "avg_entry": 0.47,
     "train_n": 259,
-    "fwd_win": 76.1,
-    "fwd_conv_roi": 0.839,
-    "fwd_n": 67
+    "fwd_win": 75.7,
+    "fwd_conv_roi": 0.817,
+    "fwd_n": 70
   },
   {
     "wallet": "0xfc81760d44a21acc9fd4b749a5bf9a9b2eeae072",
@@ -275,9 +275,9 @@
     "med_stake": 68,
     "avg_entry": 0.61,
     "train_n": 82,
-    "fwd_win": 77.8,
-    "fwd_conv_roi": 0.085,
-    "fwd_n": 275
+    "fwd_win": 78.3,
+    "fwd_conv_roi": 0.107,
+    "fwd_n": 290
   },
   {
     "wallet": "0x8e9eedf20dfa70956d49f608a205e402d9df38e4",
@@ -331,9 +331,9 @@
     "med_stake": 171,
     "avg_entry": 0.52,
     "train_n": 34,
-    "fwd_win": 62.7,
-    "fwd_conv_roi": 0.172,
-    "fwd_n": 228
+    "fwd_win": 62.3,
+    "fwd_conv_roi": 0.186,
+    "fwd_n": 239
   },
   {
     "wallet": "0xc0b646c3d97e2e86a1bceaa880ad2f628eb33a92",
@@ -373,9 +373,9 @@
     "med_stake": 841,
     "avg_entry": 0.54,
     "train_n": 484,
-    "fwd_win": 52.1,
+    "fwd_win": 51.9,
     "fwd_conv_roi": 0.26,
-    "fwd_n": 211
+    "fwd_n": 210
   },
   {
     "wallet": "0x88ad3166c6cce6a1bf732050749089273252a1f3",
@@ -401,9 +401,9 @@
     "med_stake": 138,
     "avg_entry": 0.56,
     "train_n": 72,
-    "fwd_win": 69.5,
-    "fwd_conv_roi": 0.19,
-    "fwd_n": 256
+    "fwd_win": 70.6,
+    "fwd_conv_roi": 0.196,
+    "fwd_n": 269
   },
   {
     "wallet": "0x82d2e4dbb0a849ff8e2f5380719769145648beea",
@@ -415,9 +415,9 @@
     "med_stake": 2450,
     "avg_entry": 0.56,
     "train_n": 134,
-    "fwd_win": 61.2,
-    "fwd_conv_roi": 0.128,
-    "fwd_n": 240
+    "fwd_win": 60.4,
+    "fwd_conv_roi": 0.13,
+    "fwd_n": 260
   },
   {
     "wallet": "0xc904211fd4412d5caa0b51f923304bf5e1821e9a",
@@ -443,9 +443,9 @@
     "med_stake": 212,
     "avg_entry": 0.55,
     "train_n": 153,
-    "fwd_win": 60.0,
-    "fwd_conv_roi": 0.063,
-    "fwd_n": 115
+    "fwd_win": 59.3,
+    "fwd_conv_roi": 0.044,
+    "fwd_n": 123
   },
   {
     "wallet": "0x215adbb63b47d0ca92f849fe2c2dc1adb0f6254c",
@@ -471,9 +471,9 @@
     "med_stake": 60,
     "avg_entry": 0.65,
     "train_n": 84,
-    "fwd_win": 76.5,
-    "fwd_conv_roi": 0.138,
-    "fwd_n": 336
+    "fwd_win": 76.7,
+    "fwd_conv_roi": 0.147,
+    "fwd_n": 339
   },
   {
     "wallet": "0x0bd753cbeb82b4dc735fdd84955f99fbaf258553",
@@ -485,9 +485,9 @@
     "med_stake": 117,
     "avg_entry": 0.54,
     "train_n": 71,
-    "fwd_win": 58.3,
-    "fwd_conv_roi": 0.058,
-    "fwd_n": 48
+    "fwd_win": 56.6,
+    "fwd_conv_roi": 0.036,
+    "fwd_n": 53
   },
   {
     "wallet": "0x460d15ce9258fb8ce6a94d984574598d2f1c9d5f",
@@ -579,13 +579,13 @@
     "train_win": 81.2,
     "train_conv_roi": 0.23,
     "train_z": 3.76,
-    "z_all": 4.01,
+    "z_all": 3.88,
     "med_stake": 231,
     "avg_entry": 0.68,
     "train_n": 112,
-    "fwd_win": 73.1,
-    "fwd_conv_roi": 0.124,
-    "fwd_n": 52
+    "fwd_win": 74.2,
+    "fwd_conv_roi": 0.123,
+    "fwd_n": 66
   },
   {
     "wallet": "0x1f2ea878eece1493f887f6ad99fd41cbe68a1730",
@@ -611,9 +611,9 @@
     "med_stake": 355,
     "avg_entry": 0.71,
     "train_n": 166,
-    "fwd_win": 66.0,
-    "fwd_conv_roi": 0.303,
-    "fwd_n": 215
+    "fwd_win": 66.4,
+    "fwd_conv_roi": 0.324,
+    "fwd_n": 217
   },
   {
     "wallet": "0x753e554feb327f9d4f7bff8a6ebdced98fbd2046",
@@ -695,23 +695,9 @@
     "med_stake": 355,
     "avg_entry": 0.74,
     "train_n": 288,
-    "fwd_win": 87.9,
-    "fwd_conv_roi": 0.135,
-    "fwd_n": 340
-  },
-  {
-    "wallet": "0x93164f2f061f931cd4d549834d657bb342ffc00c",
-    "name": "0x93164f2f",
-    "train_win": 65.8,
-    "train_conv_roi": 0.196,
-    "train_z": 3.24,
-    "z_all": 2.67,
-    "med_stake": 100,
-    "avg_entry": 0.55,
-    "train_n": 225,
-    "fwd_win": null,
-    "fwd_conv_roi": null,
-    "fwd_n": 1
+    "fwd_win": 87.6,
+    "fwd_conv_roi": 0.131,
+    "fwd_n": 370
   },
   {
     "wallet": "0x0c3e55cf50a00a7e74fabd8584c6fdde21603c4c",
@@ -723,9 +709,9 @@
     "med_stake": 449,
     "avg_entry": 0.64,
     "train_n": 234,
-    "fwd_win": 74.9,
-    "fwd_conv_roi": 0.049,
-    "fwd_n": 486
+    "fwd_win": 74.5,
+    "fwd_conv_roi": 0.055,
+    "fwd_n": 526
   },
   {
     "wallet": "0xd7d36345c4aab150e59577e360696b01d01d698b",
@@ -741,6 +727,20 @@
     "fwd_conv_roi": 0.019,
     "fwd_n": 282
   },
+  {
+    "wallet": "0x93164f2f061f931cd4d549834d657bb342ffc00c",
+    "name": "0x93164f2f",
+    "train_win": 65.6,
+    "train_conv_roi": 0.189,
+    "train_z": 3.16,
+    "z_all": 2.7,
+    "med_stake": 100,
+    "avg_entry": 0.55,
+    "train_n": 224,
+    "fwd_win": null,
+    "fwd_conv_roi": null,
+    "fwd_n": 1
+  },
   {
     "wallet": "0x3eff118d4bc1742903d9516edf2e3c991600ae12",
     "name": "0x3eff118d",
@@ -793,9 +793,9 @@
     "med_stake": 1019,
     "avg_entry": 0.72,
     "train_n": 336,
-    "fwd_win": 74.3,
-    "fwd_conv_roi": -0.041,
-    "fwd_n": 206
+    "fwd_win": 74.6,
+    "fwd_conv_roi": -0.023,
+    "fwd_n": 224
   },
   {
     "wallet": "0xc684828f6b03487759ced2ebdd975f91f3532228",
@@ -807,9 +807,9 @@
     "med_stake": 938,
     "avg_entry": 0.67,
     "train_n": 248,
-    "fwd_win": 69.8,
-    "fwd_conv_roi": -0.043,
-    "fwd_n": 96
+    "fwd_win": 70.1,
+    "fwd_conv_roi": -0.033,
+    "fwd_n": 97
   },
   {
     "wallet": "0xa6a67037b21956e7fbec5bc7e27a076276088651",
@@ -867,6 +867,20 @@
     "fwd_conv_roi": null,
     "fwd_n": 0
   },
+  {
+    "wallet": "0x1c5575dc20e4ea54d1bb09ccda72ccf8a3b684ce",
+    "name": "0x1c5575dc",
+    "train_win": 66.4,
+    "train_conv_roi": 0.159,
+    "train_z": 3.74,
+    "z_all": 2.24,
+    "med_stake": 65,
+    "avg_entry": 0.58,
+    "train_n": 417,
+    "fwd_win": 66.7,
+    "fwd_conv_roi": 0.168,
+    "fwd_n": 3
+  },
   {
     "wallet": "0x46b2f8a865a3572a435813e747e22cce0e835977",
     "name": "0x46b2f8a8",
@@ -881,20 +895,6 @@
     "fwd_conv_roi": null,
     "fwd_n": 0
   },
-  {
-    "wallet": "0xed61f86bb5298d2f27c21c433ce58d80b88a9aa3",
-    "name": "0xed61f86b",
-    "train_win": 73.1,
-    "train_conv_roi": 0.149,
-    "train_z": 3.12,
-    "z_all": 10.35,
-    "med_stake": 1317,
-    "avg_entry": 0.66,
-    "train_n": 305,
-    "fwd_win": 85.7,
-    "fwd_conv_roi": 0.156,
-    "fwd_n": 21
-  },
   {
     "wallet": "0x1aeebd7b0eb92037a630004f8eabc0759c36c139",
     "name": "0x1aeebd7b",
@@ -909,34 +909,48 @@
     "fwd_conv_roi": -0.015,
     "fwd_n": 35
   },
-  {
-    "wallet": "0x13464aabec792c36b062316f474713e681330448",
-    "name": "0x13464aab",
-    "train_win": 70.2,
-    "train_conv_roi": 0.143,
-    "train_z": 3.87,
-    "z_all": 8.56,
-    "med_stake": 168,
-    "avg_entry": 0.62,
-    "train_n": 336,
-    "fwd_win": 66.7,
-    "fwd_conv_roi": 0.255,
-    "fwd_n": 135
-  },
   {
     "wallet": "0xc2d9576f67db505cf2e74a9c82b8be2b09f81ef4",
     "name": "0xc2d9576f",
     "train_win": 67.3,
-    "train_conv_roi": 0.142,
-    "train_z": 6.71,
-    "z_all": 2.39,
-    "med_stake": 188,
+    "train_conv_roi": 0.144,
+    "train_z": 6.72,
+    "z_all": 2.46,
+    "med_stake": 189,
     "avg_entry": 0.57,
-    "train_n": 733,
+    "train_n": 732,
     "fwd_win": null,
     "fwd_conv_roi": null,
     "fwd_n": 2
   },
+  {
+    "wallet": "0x13464aabec792c36b062316f474713e681330448",
+    "name": "0x13464aab",
+    "train_win": 70.0,
+    "train_conv_roi": 0.14,
+    "train_z": 3.81,
+    "z_all": 8.55,
+    "med_stake": 168,
+    "avg_entry": 0.62,
+    "train_n": 337,
+    "fwd_win": 66.2,
+    "fwd_conv_roi": 0.229,
+    "fwd_n": 142
+  },
+  {
+    "wallet": "0xed61f86bb5298d2f27c21c433ce58d80b88a9aa3",
+    "name": "0xed61f86b",
+    "train_win": 73.1,
+    "train_conv_roi": 0.137,
+    "train_z": 3.04,
+    "z_all": 10.28,
+    "med_stake": 1305,
+    "avg_entry": 0.66,
+    "train_n": 305,
+    "fwd_win": 85.7,
+    "fwd_conv_roi": 0.156,
+    "fwd_n": 21
+  },
   {
     "wallet": "0x3ab5ad27c676c4be1218397912eab5396e6de56f",
     "name": "0x3ab5ad27",
@@ -982,16 +996,16 @@
   {
     "wallet": "0xa9aca75fb5d8f04c2ec9eeb0eb0c30d2e526c5d1",
     "name": "0xa9aca75f",
-    "train_win": 65.7,
+    "train_win": 65.9,
     "train_conv_roi": 0.125,
-    "train_z": 2.82,
-    "z_all": 2.7,
+    "train_z": 2.84,
+    "z_all": 2.69,
     "med_stake": 1410,
-    "avg_entry": 0.58,
-    "train_n": 254,
-    "fwd_win": 62.8,
-    "fwd_conv_roi": 0.291,
-    "fwd_n": 191
+    "avg_entry": 0.59,
+    "train_n": 255,
+    "fwd_win": 62.0,
+    "fwd_conv_roi": 0.289,
+    "fwd_n": 187
   },
   {
     "wallet": "0xb8f6c79e452d7247d0cf47d16eaf7911953c4f7f",
@@ -1003,9 +1017,9 @@
     "med_stake": 68,
     "avg_entry": 0.63,
     "train_n": 342,
-    "fwd_win": 82.9,
-    "fwd_conv_roi": 0.106,
-    "fwd_n": 210
+    "fwd_win": 82.5,
+    "fwd_conv_roi": 0.105,
+    "fwd_n": 223
   },
   {
     "wallet": "0xc52fead8edac49825f5c52aff6e63cd331980981",
@@ -1021,20 +1035,6 @@
     "fwd_conv_roi": -0.036,
     "fwd_n": 135
   },
-  {
-    "wallet": "0x7ccec29637829abd9e5d6f2cb68d4225c8fa8713",
-    "name": "0x7ccec296",
-    "train_win": 66.7,
-    "train_conv_roi": 0.12,
-    "train_z": 2.49,
-    "z_all": 2.77,
-    "med_stake": 772,
-    "avg_entry": 0.56,
-    "train_n": 123,
-    "fwd_win": null,
-    "fwd_conv_roi": null,
-    "fwd_n": 0
-  },
   {
     "wallet": "0xe74b89a7c41f37460a977a542488429bbe09ee88",
     "name": "0xe74b89a7",
@@ -1097,7 +1097,7 @@
     "train_win": 77.0,
     "train_conv_roi": 0.113,
     "train_z": 2.41,
-    "z_all": 2.9,
+    "z_all": 2.93,
     "med_stake": 6664,
     "avg_entry": 0.71,
     "train_n": 226,
@@ -1115,9 +1115,23 @@
     "med_stake": 1690,
     "avg_entry": 0.69,
     "train_n": 313,
-    "fwd_win": 72.0,
-    "fwd_conv_roi": 0.097,
-    "fwd_n": 168
+    "fwd_win": 72.6,
+    "fwd_conv_roi": 0.101,
+    "fwd_n": 175
+  },
+  {
+    "wallet": "0x7ccec29637829abd9e5d6f2cb68d4225c8fa8713",
+    "name": "0x7ccec296",
+    "train_win": 66.1,
+    "train_conv_roi": 0.113,
+    "train_z": 2.37,
+    "z_all": 2.73,
+    "med_stake": 774,
+    "avg_entry": 0.56,
+    "train_n": 121,
+    "fwd_win": null,
+    "fwd_conv_roi": null,
+    "fwd_n": 0
   },
   {
     "wallet": "0xab417c0bacc9fe17368d5d662c957f54a1fcc453",
@@ -1185,9 +1199,9 @@
     "med_stake": 900,
     "avg_entry": 0.7,
     "train_n": 318,
-    "fwd_win": 56.5,
+    "fwd_win": 56.6,
     "fwd_conv_roi": -0.051,
-    "fwd_n": 186
+    "fwd_n": 189
   },
   {
     "wallet": "0xee01a81b4410e4341db0e15550c7d3b6f9f2bb53",
@@ -1265,7 +1279,7 @@
     "train_win": 69.0,
     "train_conv_roi": 0.088,
     "train_z": 3.2,
-    "z_all": 2.08,
+    "z_all": 2.09,
     "med_stake": 56,
     "avg_entry": 0.61,
     "train_n": 319,
@@ -1346,13 +1360,13 @@
   {
     "wallet": "0x809205fb1c91f746b9703ca412c4fdd0435db8a2",
     "name": "0x809205fb",
-    "train_win": 76.1,
+    "train_win": 76.0,
     "train_conv_roi": 0.045,
     "train_z": 1.88,
-    "z_all": 2.96,
+    "z_all": 2.97,
     "med_stake": 98,
     "avg_entry": 0.72,
-    "train_n": 264,
+    "train_n": 263,
     "fwd_win": 77.8,
     "fwd_conv_roi": 0.082,
     "fwd_n": 27
@@ -1395,9 +1409,9 @@
     "med_stake": 448,
     "avg_entry": 0.63,
     "train_n": 378,
-    "fwd_win": 71.7,
-    "fwd_conv_roi": 0.073,
-    "fwd_n": 99
+    "fwd_win": 71.2,
+    "fwd_conv_roi": 0.074,
+    "fwd_n": 104
   },
   {
     "wallet": "0xe1a532a9991cc9ce27174b0296d077f824149dad",
@@ -1433,7 +1447,7 @@
     "train_win": 75.6,
     "train_conv_roi": 0.016,
     "train_z": 1.88,
-    "z_all": 2.16,
+    "z_all": 2.18,
     "med_stake": 3442,
     "avg_entry": 0.72,
     "train_n": 361,
diff --git a/live/copybot.paper.json b/live/copybot.paper.json
index 2f16d544..fda4fd2c 100644
--- a/live/copybot.paper.json
+++ b/live/copybot.paper.json
@@ -14,7 +14,7 @@
       "wallet": "0xbadaf319415c17f28824a43ae0cd912b9d84d874",
       "name": "0xbadaf319",
       "class": "volume",
-      "floor": 32.46
+      "floor": 30.71
     },
     {
       "wallet": "0xd7d36345c4aab150e59577e360696b01d01d698b",
@@ -26,19 +26,19 @@
       "wallet": "0xa1d57d329227c75b12b09f927fb3d6d6ef8f1343",
       "name": "1kto1m",
       "class": "volume",
-      "floor": 316.98
+      "floor": 314.43
     },
     {
       "wallet": "0x215adbb63b47d0ca92f849fe2c2dc1adb0f6254c",
       "name": "BikesAreTheBikes",
       "class": "volume",
-      "floor": 220.35
+      "floor": 219.66
     },
     {
       "wallet": "0x921433c93558b9a4ba807ec824d02aad7ea2ddbf",
       "name": "AIcAIc",
       "class": "volume",
-      "floor": 369.27
+      "floor": 375.06
     }
   ],
   "follow": {
diff --git a/live/dashboard.html b/live/dashboard.html
index 74d57afb..839e3d17 100644
--- a/live/dashboard.html
+++ b/live/dashboard.html
@@ -36,12 +36,12 @@ 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">66 wallets that beat their own entry prices and held up out-of-sample · generated 2026-07-22 12:48</p>
+<p class="sub">64 wallets that beat their own entry prices and held up out-of-sample · generated 2026-07-23 10:43</p>
 <div class="cards">
-  <div class="card"><div class="k">Validated wallets</div><div class="v">66</div></div>
-  <div class="card"><div class="k">Median z</div><div class="v">4.4</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)">47</div></div>
+  <div class="card"><div class="k">Validated wallets</div><div class="v">64</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)">3.2</div></div>
+  <div class="card"><div class="k">Value / longshot</div><div class="v" style="color:var(--green)">46</div></div>
   <div class="card"><div class="k">Favorite-rider</div><div class="v" style="color:var(--amber)">9</div></div>
 </div>
 <div class="controls">
@@ -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": 0.086, "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": 0.0496, "tier": "validated", "z": 17.91, "z_oos": 9.49, "n": 2085, "win_rate": 69.9, "avg_entry": 0.51, "band_0204": 0.13, "rank": 2, "arch": "balanced", "wins": 1457}, {"wallet": "0x8e9eedf20dfa70956d49f608a205e402d9df38e4", "name": "Siziriv", "weight": 0.0409, "tier": "validated", "z": 14.8, "z_oos": 7.6, "n": 2441, "win_rate": 50.6, "avg_entry": 0.44, "band_0204": 0.02, "rank": 3, "arch": "value", "wins": 1235}, {"wallet": "0x2257901897e83d39e778fa86d568dc1cd9a2dca2", "name": "iuii899889", "weight": 0.0276, "tier": "validated", "z": 9.99, "z_oos": 6.55, "n": 1538, "win_rate": 50.0, "avg_entry": 0.38, "band_0204": 0.25, "rank": 4, "arch": "value", "wins": 769}, {"wallet": "0xda24f0caf5766fc36df8ac2f6ae3a567b71a9f1f", "name": "Thewinwin", "weight": 0.0254, "tier": "validated", "z": 9.18, "z_oos": 6.84, "n": 2001, "win_rate": 41.0, "avg_entry": 0.32, "band_0204": 0.31, "rank": 5, "arch": "value", "wins": 820}, {"wallet": "0x14d2bf01e3e7bac9b1799265db3c7d8a993dfa3e", "name": "8998yueyye", "weight": 0.0252, "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": "0xf508f2dde64316531b4eab2f0956636b9dd63a0e", "name": "0xf508f2dd\u2026", "weight": 0.0227, "tier": "validated", "z": 8.21, "z_oos": 5.66, "n": 1941, "win_rate": 22.2, "avg_entry": 0.16, "band_0204": 0.24, "rank": 7, "arch": "value", "wins": 431}, {"wallet": "0x2f633efb75256a2f2445110c8978684ab8936643", "name": "AI.AGENT.2026", "weight": 0.0221, "tier": "validated", "z": 7.97, "z_oos": 4.4, "n": 636, "win_rate": 92.5, "avg_entry": 0.82, "band_0204": 0.05, "rank": 8, "arch": "balanced", "wins": 588}, {"wallet": "0x1b44945f8992fcea2b43034557e47d11827fd8de", "name": "BrickThrower", "weight": 0.0219, "tier": "validated", "z": 7.9, "z_oos": 5.67, "n": 2343, "win_rate": 44.6, "avg_entry": 0.38, "band_0204": 0.24, "rank": 9, "arch": "value", "wins": 1045}, {"wallet": "0x753e554feb327f9d4f7bff8a6ebdced98fbd2046", "name": "hfdffdhr", "weight": 0.0202, "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": "0x5da978e2df4d17bfe7214c017e2151d4b827ce46", "name": "Skovie", "weight": 0.0186, "tier": "validated", "z": 6.72, "z_oos": 6.71, "n": 976, "win_rate": 30.8, "avg_entry": 0.23, "band_0204": 0.28, "rank": 11, "arch": "value", "wins": 301}, {"wallet": "0x4b51d90a0f8024a1d3d169b6a4a6473d3f75de5e", "name": "0x4b51d90a\u2026", "weight": 0.0171, "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": "0x657b0517a6599f82ada5281817041165c4e843c1", "name": "0x657b0517a6599F82aDA5281817041165c4E843c1-1782796906468", "weight": 0.017, "tier": "validated", "z": 6.16, "z_oos": 0.59, "n": 1124, "win_rate": 34.9, "avg_entry": 0.28, "band_0204": 0.19, "rank": 13, "arch": "value", "wins": 392}, {"wallet": "0x7ca56b03105371839e4a3d98f4c1059d10d784bc", "name": "MyBettingFuture", "weight": 0.0165, "tier": "validated", "z": 5.96, "z_oos": 4.48, "n": 2419, "win_rate": 98.1, "avg_entry": 0.96, "band_0204": 0.0, "rank": 14, "arch": "favorite", "wins": 2373}, {"wallet": "0x47946decc4e4aafee23df84d6bf1a4b3c6c2ba33", "name": "0x47946Decc4e4AAFee23df84D6Bf1A4B3C6c2ba33-1783372491387", "weight": 0.0154, "tier": "validated", "z": 5.58, "z_oos": 2.31, "n": 1264, "win_rate": 29.6, "avg_entry": 0.24, "band_0204": 0.27, "rank": 15, "arch": "value", "wins": 374}, {"wallet": "0xc850cf70d9da621ff0c219f625c9623f88b78c51", "name": "0xc850cf70\u2026", "weight": 0.0154, "tier": "validated", "z": 5.57, "z_oos": 5.08, "n": 2077, "win_rate": 50.6, "avg_entry": 0.45, "band_0204": 0.29, "rank": 16, "arch": "value", "wins": 1051}, {"wallet": "0xa75f077c6e2510b020967c6230bac2bf342300f0", "name": "0xa75f077c\u2026", "weight": 0.0154, "tier": "validated", "z": 5.55, "z_oos": 3.31, "n": 2252, "win_rate": 49.1, "avg_entry": 0.44, "band_0204": 0.33, "rank": 17, "arch": "value", "wins": 1106}, {"wallet": "0x8a37fe3a49a36de9facd04bd09ee379211f7c99c", "name": "ggmggn", "weight": 0.0152, "tier": "validated", "z": 5.49, "z_oos": 5.46, "n": 1957, "win_rate": 90.1, "avg_entry": 0.88, "band_0204": 0.0, "rank": 18, "arch": "favorite", "wins": 1763}, {"wallet": "0x30dc7f0cfa4c98590b1c77dd92c82570efa5eb4b", "name": "napahp", "weight": 0.0149, "tier": "validated", "z": 5.4, "z_oos": 2.21, "n": 2243, "win_rate": 48.2, "avg_entry": 0.43, "band_0204": 0.35, "rank": 19, "arch": "value", "wins": 1081}, {"wallet": "0xf3d54ccedcd08c9a203d28e332275e50770fdde9", "name": "0xf3d54cce\u2026", "weight": 0.0147, "tier": "validated", "z": 5.3, "z_oos": 2.76, "n": 2045, "win_rate": 50.0, "avg_entry": 0.45, "band_0204": 0.3, "rank": 20, "arch": "value", "wins": 1022}, {"wallet": "0x751a2b86cab503496efd325c8344e10159349ea1", "name": "Sharky6999", "weight": 0.014, "tier": "validated", "z": 5.06, "z_oos": 3.63, "n": 2160, "win_rate": 96.4, "avg_entry": 0.95, "band_0204": 0.01, "rank": 21, "arch": "favorite", "wins": 2082}, {"wallet": "0x8d650d146740463611db1f3974ae9b922953ce8f", "name": "PWBR", "weight": 0.0139, "tier": "validated", "z": 5.04, "z_oos": 2.53, "n": 2039, "win_rate": 39.5, "avg_entry": 0.35, "band_0204": 0.11, "rank": 22, "arch": "value", "wins": 805}, {"wallet": "0x7aa7d7147ba1bf4a1df2f9db183202b6ab0cafb4", "name": "CaiShenYeHUAT", "weight": 0.0139, "tier": "validated", "z": 5.03, "z_oos": 2.89, "n": 2475, "win_rate": 49.8, "avg_entry": 0.45, "band_0204": 0.24, "rank": 23, "arch": "value", "wins": 1233}, {"wallet": "0xab8a8dafae74a018683748d070cb9e349cc2154e", "name": "0xaB8A8dafAE74A018683748d070Cb9E349CC2154e-1771847292775", "weight": 0.0137, "tier": "validated", "z": 4.95, "z_oos": 2.98, "n": 2027, "win_rate": 37.9, "avg_entry": 0.34, "band_0204": 0.18, "rank": 24, "arch": "value", "wins": 768}, {"wallet": "0x13289e4d4538c0e7c282c451bd5ede8e27aef16d", "name": "0x13289e4d\u2026", "weight": 0.0136, "tier": "validated", "z": 4.9, "z_oos": 4.4, "n": 2467, "win_rate": 49.0, "avg_entry": 0.44, "band_0204": 0.24, "rank": 25, "arch": "value", "wins": 1209}, {"wallet": "0x13a12ebadc50f6fa42c8f2595997d8adf329d9bc", "name": "12398498123498189239843", "weight": 0.0134, "tier": "validated", "z": 4.85, "z_oos": 3.52, "n": 2028, "win_rate": 69.2, "avg_entry": 0.65, "band_0204": 0.12, "rank": 26, "arch": "balanced", "wins": 1403}, {"wallet": "0xce0daf49deff5b376baa41a1e8cb51bf966c1aaa", "name": "slovakianRat", "weight": 0.0133, "tier": "validated", "z": 4.82, "z_oos": 3.38, "n": 1856, "win_rate": 55.3, "avg_entry": 0.5, "band_0204": 0.21, "rank": 27, "arch": "balanced", "wins": 1026}, {"wallet": "0x5f7832a6d8621345922490c74f4e525db20cbfca", "name": "pupe", "weight": 0.0133, "tier": "validated", "z": 4.79, "z_oos": 2.95, "n": 2000, "win_rate": 41.5, "avg_entry": 0.37, "band_0204": 0.18, "rank": 28, "arch": "value", "wins": 830}, {"wallet": "0x51f9122c7ed2ceb749d8d63617153e98d3ba19a0", "name": "kozelblack", "weight": 0.0128, "tier": "validated", "z": 4.61, "z_oos": 3.16, "n": 2112, "win_rate": 99.0, "avg_entry": 0.98, "band_0204": 0.0, "rank": 29, "arch": "favorite", "wins": 2091}, {"wallet": "0x9e8af8843814cbf9f0433bf1d5ff8bd2119f9899", "name": "0x9e8af884\u2026", "weight": 0.0125, "tier": "validated", "z": 4.53, "z_oos": 2.93, "n": 1150, "win_rate": 33.1, "avg_entry": 0.28, "band_0204": 0.28, "rank": 30, "arch": "value", "wins": 381}, {"wallet": "0xb615ca2e43ac4d650bbd352de56643989b546d93", "name": "Lihuiying", "weight": 0.0124, "tier": "validated", "z": 4.47, "z_oos": 2.2, "n": 1992, "win_rate": 55.9, "avg_entry": 0.51, "band_0204": 0.19, "rank": 31, "arch": "balanced", "wins": 1114}, {"wallet": "0x9219dd565d7521e95f273b7eea68dbb08d40027c", "name": "aka-baka-tiki-taka", "weight": 0.0122, "tier": "validated", "z": 4.41, "z_oos": 3.83, "n": 2201, "win_rate": 98.8, "avg_entry": 0.98, "band_0204": 0.0, "rank": 32, "arch": "favorite", "wins": 2175}, {"wallet": "0x4e54c676b17713152dd18894adae0274f2c72cd8", "name": "Houngpid", "weight": 0.0121, "tier": "validated", "z": 4.39, "z_oos": 2.97, "n": 1265, "win_rate": 40.2, "avg_entry": 0.35, "band_0204": 0.21, "rank": 33, "arch": "value", "wins": 509}, {"wallet": "0x844f0a32b8f93ef96c0fb02e69da4e42e6f86fcc", "name": "JennydoeWW", "weight": 0.012, "tier": "validated", "z": 4.34, "z_oos": 3.61, "n": 2286, "win_rate": 36.0, "avg_entry": 0.32, "band_0204": 0.39, "rank": 34, "arch": "value", "wins": 823}, {"wallet": "0x82b59bbdd9ec1aaa995ee41d5d49b7de0a5f6f5f", "name": "ldsam", "weight": 0.0119, "tier": "validated", "z": 4.29, "z_oos": 4.62, "n": 2000, "win_rate": 48.2, "avg_entry": 0.44, "band_0204": 0.29, "rank": 35, "arch": "value", "wins": 964}, {"wallet": "0x6ab434242be94f834de8d38ba2de0b4cbfdaa81b", "name": "STAYCALM", "weight": 0.0118, "tier": "validated", "z": 4.25, "z_oos": 2.25, "n": 2232, "win_rate": 94.1, "avg_entry": 0.93, "band_0204": 0.01, "rank": 36, "arch": "favorite", "wins": 2100}, {"wallet": "0x4d6a054119f319f16e2acd921cf8c077788efc79", "name": "0x4d6a0541\u2026", "weight": 0.0117, "tier": "validated", "z": 4.23, "z_oos": 2.29, "n": 1299, "win_rate": 38.7, "avg_entry": 0.34, "band_0204": 0.22, "rank": 37, "arch": "value", "wins": 503}, {"wallet": "0xb36b3af57e480c750bcebed7be2d8afd24380cb1", "name": "Didiaodiao", "weight": 0.0116, "tier": "validated", "z": 4.21, "z_oos": 3.18, "n": 1996, "win_rate": 48.2, "avg_entry": 0.44, "band_0204": 0.25, "rank": 38, "arch": "value", "wins": 962}, {"wallet": "0x8cd9439c1205da4c9ba18559cdcfe2e12278190e", "name": "kaslas", "weight": 0.0114, "tier": "validated", "z": 4.13, "z_oos": 3.14, "n": 2038, "win_rate": 50.6, "avg_entry": 0.47, "band_0204": 0.31, "rank": 39, "arch": "value", "wins": 1031}, {"wallet": "0xce0baf873d63724d19559b6e02645c5d898fb5a0", "name": "0xce0baf87\u2026", "weight": 0.0112, "tier": "validated", "z": 4.06, "z_oos": 3.18, "n": 944, "win_rate": 33.1, "avg_entry": 0.28, "band_0204": 0.29, "rank": 40, "arch": "value", "wins": 312}, {"wallet": "0x17f0b79bae4c986b854f6be30f1fca8c484dea12", "name": "bdmina", "weight": 0.0112, "tier": "validated", "z": 4.03, "z_oos": 2.82, "n": 2013, "win_rate": 44.1, "avg_entry": 0.4, "band_0204": 0.22, "rank": 41, "arch": "value", "wins": 888}, {"wallet": "0x111a20cb89e66593229f90fffb92fe5a765caceb", "name": "JohnLayo", "weight": 0.011, "tier": "validated", "z": 3.97, "z_oos": 2.96, "n": 1012, "win_rate": 31.6, "avg_entry": 0.26, "band_0204": 0.51, "rank": 42, "arch": "value", "wins": 320}, {"wallet": "0x48270d81cfe598ae0379ca535a26dc41e3e9080d", "name": "DiogoBNF566", "weight": 0.0108, "tier": "validated", "z": 3.89, "z_oos": 3.66, "n": 2005, "win_rate": 94.5, "avg_entry": 0.93, "band_0204": 0.01, "rank": 43, "arch": "favorite", "wins": 1895}, {"wallet": "0x1c7b8b9e0c9a5215d5b84553130029e5d1ae315d", "name": "ksamlsa", "weight": 0.0107, "tier": "validated", "z": 3.85, "z_oos": 3.54, "n": 2000, "win_rate": 50.8, "avg_entry": 0.47, "band_0204": 0.3, "rank": 44, "arch": "value", "wins": 1016}, {"wallet": "0xe574b987b793b08eb34d7d238eccc30a3d9bf4f5", "name": "0xe574b987\u2026", "weight": 0.0106, "tier": "validated", "z": 3.82, "z_oos": 2.36, "n": 847, "win_rate": 42.9, "avg_entry": 0.38, "band_0204": 0.19, "rank": 45, "arch": "value", "wins": 363}, {"wallet": "0x3db61e79ee7afbd4ed101a9fc497c05f679acb34", "name": "0x3db61e79\u2026", "weight": 0.0102, "tier": "validated", "z": 3.7, "z_oos": 3.93, "n": 1703, "win_rate": 60.8, "avg_entry": 0.57, "band_0204": 0.13, "rank": 46, "arch": "balanced", "wins": 1035}, {"wallet": "0x91e8ec880471a69da3c74356a9ec2571d37b24f8", "name": "Bigbang4", "weight": 0.0102, "tier": "validated", "z": 3.7, "z_oos": 1.04, "n": 794, "win_rate": 35.5, "avg_entry": 0.3, "band_0204": 0.37, "rank": 47, "arch": "value", "wins": 282}, {"wallet": "0x6d5922a5c641890fad61d810ce09b6c9f066b1b3", "name": "dror-768", "weight": 0.0102, "tier": "validated", "z": 3.69, "z_oos": 1.6, "n": 516, "win_rate": 27.5, "avg_entry": 0.21, "band_0204": 0.31, "rank": 48, "arch": "value", "wins": 142}, {"wallet": "0xdeca32428d5cf4b1c4d7266a950e20791676ddd5", "name": "durrrrrrrr", "weight": 0.0101, "tier": "validated", "z": 3.65, "z_oos": 2.45, "n": 2045, "win_rate": 31.7, "avg_entry": 0.29, "band_0204": 0.02, "rank": 49, "arch": "value", "wins": 648}, {"wallet": "0xd92f13f9c20e5739aae98032e443b13d9d823d83", "name": "follwmee", "weight": 0.01, "tier": "validated", "z": 3.6, "z_oos": 1.88, "n": 2040, "win_rate": 48.8, "avg_entry": 0.45, "band_0204": 0.22, "rank": 50, "arch": "value", "wins": 996}, 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diff --git a/live/portfolio.json b/live/portfolio.json
index 002799ed..ab318bcc 100644
--- a/live/portfolio.json
+++ b/live/portfolio.json
@@ -1 +1 @@
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2 CA Tigre?","name":"EdwardIN","won":null,"status":"sold","stake":42.94,"capped":false,"pnl":-5.57,"date":1784676024}],"missed_pnl":4612.56}
\ No newline at end of file
diff --git a/live/watch_sharps.json b/live/watch_sharps.json
index ee81efa4..be58c0f4 100644
--- a/live/watch_sharps.json
+++ b/live/watch_sharps.json
@@ -9,42 +9,42 @@
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     "train_n": 248,
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-    "fwd_conv_roi": -0.043,
-    "fwd_n": 96,
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     "conv_won": 321,
     "conv_lost": 168,
     "conv_ref": 76,
-    "conv_sold": 953,
-    "conv_pnl": -72668,
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     "conv30_lost": 0,
     "conv30_ref": 7,
     "conv30_sold": 110,
-    "conv30_pnl": 24851,
-    "realized_pnl": 43707,
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-    "all_lost": 2353,
-    "all_ref": 1104,
-    "all_sold": 2169,
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-    "sold": 50,
-    "last_trade": 1784736112,
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@@ -57,42 +57,42 @@
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     "conv_lost": 17,
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-    "all_lost": 431,
-    "all_ref": 151,
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-    "sold": 25,
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   {
@@ -105,9 +105,9 @@
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@@ -118,31 +118,79 @@
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     "sold": 36,
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-    "last_conv_bet": 1784715204,
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-    "trust_roi": 0.361,
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   },
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+  },
   {
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@@ -153,42 +201,42 @@
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     "conv_lost": 29,
-    "conv_ref": 36,
-    "conv_sold": 213,
-    "conv_pnl": 66996,
-    "conv30_win": 62.5,
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+    "conv_pnl": 66979,
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-    "conv30_ref": 5,
-    "conv30_sold": 13,
-    "conv30_pnl": 4880,
-    "realized_pnl": 38547,
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-    "pm_pnl": 81818,
-    "avg_bet": 741,
-    "copy_pnl": 2421,
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+    "pm_pnl": 81683,
+    "avg_bet": 742,
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     "sold": 48,
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-    "last_conv_bet": 1784675419,
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   },
   {
@@ -201,42 +249,42 @@
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-    "fwd_n": 275,
-    "conv_win": 76.9,
-    "conv_won": 173,
-    "conv_lost": 52,
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+    "fwd_n": 290,
+    "conv_win": 77.3,
+    "conv_won": 184,
+    "conv_lost": 54,
     "conv_ref": 2,
-    "conv_sold": 387,
-    "conv_pnl": 9697,
+    "conv_sold": 423,
+    "conv_pnl": 10273,
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-    "conv30_won": 81,
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     "conv30_lost": 0,
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-    "conv30_pnl": 8748,
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-    "open_pnl": 240,
-    "pm_pnl": 18896,
-    "avg_bet": 89,
-    "copy_pnl": 1850,
-    "held_pnl": 566,
+    "conv30_sold": 382,
+    "conv30_pnl": 9389,
+    "realized_pnl": 1218,
+    "all_win": 35.2,
+    "all_won": 433,
+    "all_lost": 796,
+    "all_ref": 16,
+    "all_sold": 2068,
+    "all_pnl": 17637,
+    "open_pnl": 41,
+    "pm_pnl": 19193,
+    "avg_bet": 86,
+    "copy_pnl": 2094,
+    "held_pnl": 573,
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-    "held_lost": 3,
-    "sold": 134,
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-    "med_lead_h": 94.9,
-    "trust_n": 379,
-    "trust_wr": 0.781,
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+    "held_lost": 2,
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+    "last_trade": 1784813533,
+    "last_conv_bet": 1784794441,
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+    "trust_n": 411,
+    "trust_wr": 0.779,
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     "trust_refunds": 0
   },
   {
@@ -252,39 +300,39 @@
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     "fwd_conv_roi": 0.113,
     "fwd_n": 271,
-    "conv_win": 62.6,
+    "conv_win": 62.5,
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-    "conv_lost": 215,
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     "conv_ref": 9,
-    "conv_sold": 350,
-    "conv_pnl": 10831,
-    "conv30_win": 57.1,
-    "conv30_won": 60,
-    "conv30_lost": 45,
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+    "conv_pnl": 10718,
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-    "conv30_pnl": 701,
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-    "all_won": 921,
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-    "all_sold": 2655,
-    "all_pnl": 13020,
-    "open_pnl": 29,
-    "pm_pnl": 16530,
-    "avg_bet": 235,
-    "copy_pnl": 1427,
-    "held_pnl": 1427,
+    "all_sold": 2660,
+    "all_pnl": 13112,
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+    "pm_pnl": 16615,
+    "avg_bet": 234,
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-    "held_lost": 30,
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-    "last_trade": 1784736657,
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     "med_lead_h": 155.2,
-    "trust_n": 317,
-    "trust_wr": 0.678,
-    "trust_roi": 0.078,
+    "trust_n": 318,
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+    "trust_roi": 0.112,
     "trust_refunds": 0
   },
   {
@@ -297,90 +345,138 @@
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-    "fwd_win": 69.5,
-    "fwd_conv_roi": 0.19,
-    "fwd_n": 256,
-    "conv_win": 71.6,
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@@ -1314,12 +1314,12 @@
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     "conv_sold": 77,
     "conv_pnl": 1451,
-    "conv30_win": 71.4,
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     "conv30_won": 5,
-    "conv30_lost": 2,
-    "conv30_ref": 18,
-    "conv30_sold": 3,
-    "conv30_pnl": -145,
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+    "conv30_ref": 15,
+    "conv30_sold": 1,
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@@ -1327,8 +1327,8 @@
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     "all_sold": 382,
     "all_pnl": 1428,
-    "open_pnl": 2,
-    "pm_pnl": 1430,
+    "open_pnl": -8,
+    "pm_pnl": 1420,
     "avg_bet": 118,
     "copy_pnl": 108,
     "held_pnl": 5,
@@ -1362,12 +1362,12 @@
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     "conv_sold": 15,
     "conv_pnl": 36426,
-    "conv30_win": 80.0,
-    "conv30_won": 16,
-    "conv30_lost": 4,
+    "conv30_win": 57.1,
+    "conv30_won": 4,
+    "conv30_lost": 3,
     "conv30_ref": 0,
     "conv30_sold": 0,
-    "conv30_pnl": -404,
+    "conv30_pnl": -763,
     "realized_pnl": 9720,
     "all_win": 53.0,
     "all_won": 1760,
@@ -1387,10 +1387,58 @@
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     "trust_n": 373,
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-    "trust_roi": 0.137,
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+    "trust_roi": 0.141,
     "trust_refunds": 0
   },
+  {
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+    "fwd_n": 189,
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+    "conv_won": 261,
+    "conv_lost": 119,
+    "conv_ref": 3,
+    "conv_sold": 2,
+    "conv_pnl": 3404,
+    "conv30_win": 100.0,
+    "conv30_won": 19,
+    "conv30_lost": 0,
+    "conv30_ref": 0,
+    "conv30_sold": 1,
+    "conv30_pnl": 8838,
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@@ -1423,70 +1471,22 @@
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     "all_sold": 473,
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     "held_pnl": -98,
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     "sold": 10,
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     "trust_n": 64,
-    "trust_wr": 0.812,
-    "trust_roi": 0.085,
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   },
-  {
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-    "sold": 1,
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-    "trust_roi": 0.012,
-    "trust_refunds": 2
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     "wallet": "0x460d15ce9258fb8ce6a94d984574598d2f1c9d5f",
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@@ -1512,29 +1512,77 @@
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     "conv30_sold": 0,
     "conv30_pnl": 0,
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-    "all_win": 59.8,
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     "all_ref": 9,
     "all_sold": 57,
-    "all_pnl": 2918,
-    "open_pnl": 0,
-    "pm_pnl": 2919,
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     "copy_pnl": 46,
     "held_pnl": 39,
     "held_won": 3,
     "held_lost": 3,
     "sold": 3,
-    "last_trade": 1783812709,
+    "last_trade": 1784747535,
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     "med_lead_h": 148.2,
-    "trust_n": 30,
-    "trust_wr": 0.6,
-    "trust_roi": 0.539,
+    "trust_n": 28,
+    "trust_wr": 0.571,
+    "trust_roi": 0.52,
     "trust_refunds": 0
   },
+  {
+    "wallet": "0x0bd753cbeb82b4dc735fdd84955f99fbaf258553",
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+    "conv_win": 62.1,
+    "conv_won": 59,
+    "conv_lost": 36,
+    "conv_ref": 0,
+    "conv_sold": 4,
+    "conv_pnl": 1374,
+    "conv30_win": 100.0,
+    "conv30_won": 13,
+    "conv30_lost": 0,
+    "conv30_ref": 0,
+    "conv30_sold": 1,
+    "conv30_pnl": 1809,
+    "realized_pnl": 4006,
+    "all_win": 56.5,
+    "all_won": 269,
+    "all_lost": 207,
+    "all_ref": 1,
+    "all_sold": 14,
+    "all_pnl": 4006,
+    "open_pnl": 4,
+    "pm_pnl": 4050,
+    "avg_bet": 142,
+    "copy_pnl": 34,
+    "held_pnl": 60,
+    "held_won": 19,
+    "held_lost": 15,
+    "sold": 4,
+    "last_trade": 1784810841,
+    "last_conv_bet": 1784810841,
+    "med_lead_h": 6.2,
+    "trust_n": 94,
+    "trust_wr": 0.628,
+    "trust_roi": 0.149,
+    "trust_refunds": 1
+  },
   {
     "wallet": "0xed37e7316f6b1b99da8893e0c09cfe0bf1b62f93",
     "name": "0xed37E7316F6b1B99da8893E0C09Cfe0Bf1B62F93-1770305278633",
@@ -1558,8 +1606,8 @@
     "conv30_won": 1,
     "conv30_lost": 0,
     "conv30_ref": 2,
-    "conv30_sold": 8,
-    "conv30_pnl": -371,
+    "conv30_sold": 7,
+    "conv30_pnl": -307,
     "realized_pnl": 1388,
     "all_win": 43.3,
     "all_won": 42,
@@ -1579,56 +1627,56 @@
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     "med_lead_h": null,
     "trust_n": 36,
-    "trust_wr": 0.833,
-    "trust_roi": 0.243,
+    "trust_wr": 0.889,
+    "trust_roi": 0.337,
     "trust_refunds": 0
   },
   {
-    "wallet": "0x86c878cde72660ec52f5e6f0f0438b76de8fc867",
-    "name": "fortuneking",
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-    "train_conv_roi": 0.113,
-    "train_z": 3.13,
-    "z_all": 8.05,
-    "med_stake": 1690,
-    "avg_entry": 0.69,
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-    "fwd_win": 72.0,
-    "fwd_conv_roi": 0.097,
-    "fwd_n": 168,
-    "conv_win": 76.1,
-    "conv_won": 324,
-    "conv_lost": 102,
-    "conv_ref": 3,
-    "conv_sold": 26,
-    "conv_pnl": 88866,
-    "conv30_win": 70.1,
-    "conv30_won": 61,
-    "conv30_lost": 26,
+    "wallet": "0xbf1040ad7009ed6532f885c2043630d1cedf15ce",
+    "name": "MorganP",
+    "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,
+    "conv_win": 69.7,
+    "conv_won": 668,
+    "conv_lost": 290,
+    "conv_ref": 2,
+    "conv_sold": 59,
+    "conv_pnl": 17049,
+    "conv30_win": 71.4,
+    "conv30_won": 10,
+    "conv30_lost": 4,
     "conv30_ref": 0,
-    "conv30_sold": 5,
-    "conv30_pnl": -17148,
-    "realized_pnl": 47536,
-    "all_win": 63.1,
-    "all_won": 1321,
-    "all_lost": 774,
-    "all_ref": 29,
-    "all_sold": 148,
-    "all_pnl": 148161,
-    "open_pnl": -6064,
-    "pm_pnl": 145157,
-    "avg_bet": 2870,
-    "copy_pnl": 26,
-    "held_pnl": 40,
-    "held_won": 74,
-    "held_lost": 24,
-    "sold": 5,
-    "last_trade": 1784729217,
-    "last_conv_bet": 1784729217,
-    "med_lead_h": 155.6,
-    "trust_n": 239,
-    "trust_wr": 0.762,
-    "trust_roi": 0.092,
+    "conv30_sold": 0,
+    "conv30_pnl": 170,
+    "realized_pnl": 33,
+    "all_win": 48.8,
+    "all_won": 2414,
+    "all_lost": 2531,
+    "all_ref": 5,
+    "all_sold": 143,
+    "all_pnl": -592,
+    "open_pnl": -5,
+    "pm_pnl": -578,
+    "avg_bet": 52,
+    "copy_pnl": 21,
+    "held_pnl": 21,
+    "held_won": 48,
+    "held_lost": 45,
+    "sold": 0,
+    "last_trade": 1784813748,
+    "last_conv_bet": 1784653744,
+    "med_lead_h": null,
+    "trust_n": 650,
+    "trust_wr": 0.732,
+    "trust_roi": 0.459,
     "trust_refunds": 0
   },
   {
@@ -1648,8 +1696,8 @@
     "conv_won": 72,
     "conv_lost": 32,
     "conv_ref": 2,
-    "conv_sold": 112,
-    "conv_pnl": 5346,
+    "conv_sold": 113,
+    "conv_pnl": 5750,
     "conv30_win": 22.2,
     "conv30_won": 4,
     "conv30_lost": 14,
@@ -1657,38 +1705,38 @@
     "conv30_sold": 18,
     "conv30_pnl": -12580,
     "realized_pnl": 29307,
-    "all_win": 59.0,
+    "all_win": 58.9,
     "all_won": 368,
-    "all_lost": 256,
+    "all_lost": 257,
     "all_ref": 11,
     "all_sold": 455,
-    "all_pnl": 30776,
+    "all_pnl": 30617,
     "open_pnl": 0,
-    "pm_pnl": 30847,
-    "avg_bet": 1148,
+    "pm_pnl": 30688,
+    "avg_bet": 1145,
     "copy_pnl": 21,
     "held_pnl": -122,
     "held_won": 7,
     "held_lost": 6,
     "sold": 14,
-    "last_trade": 1784470858,
+    "last_trade": 1784799748,
     "last_conv_bet": 1784119549,
     "med_lead_h": 85.5,
-    "trust_n": 150,
-    "trust_wr": 0.633,
-    "trust_roi": 0.071,
+    "trust_n": 149,
+    "trust_wr": 0.631,
+    "trust_roi": 0.068,
     "trust_refunds": 0
   },
   {
     "wallet": "0x809205fb1c91f746b9703ca412c4fdd0435db8a2",
     "name": "just-hanging-around",
-    "train_win": 76.1,
+    "train_win": 76.0,
     "train_conv_roi": 0.045,
     "train_z": 1.88,
-    "z_all": 2.96,
+    "z_all": 2.97,
     "med_stake": 98,
     "avg_entry": 0.72,
-    "train_n": 264,
+    "train_n": 263,
     "fwd_win": 77.8,
     "fwd_conv_roi": 0.082,
     "fwd_n": 27,
@@ -1699,11 +1747,11 @@
     "conv_sold": 236,
     "conv_pnl": 137,
     "conv30_win": 100.0,
-    "conv30_won": 5,
+    "conv30_won": 4,
     "conv30_lost": 0,
     "conv30_ref": 2,
     "conv30_sold": 8,
-    "conv30_pnl": 130,
+    "conv30_pnl": 114,
     "realized_pnl": 165,
     "all_win": 57.0,
     "all_won": 581,
@@ -1711,20 +1759,20 @@
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     "all_sold": 842,
     "all_pnl": -1151,
-    "open_pnl": 319,
-    "pm_pnl": -757,
+    "open_pnl": 386,
+    "pm_pnl": -687,
     "avg_bet": 237,
-    "copy_pnl": 2,
+    "copy_pnl": 3,
     "held_pnl": 0,
-    "held_won": 1,
+    "held_won": 0,
     "held_lost": 0,
     "sold": 14,
-    "last_trade": 1784736231,
-    "last_conv_bet": 1784730931,
-    "med_lead_h": 607.0,
+    "last_trade": 1784813433,
+    "last_conv_bet": 1784758113,
+    "med_lead_h": 559.5,
     "trust_n": 42,
-    "trust_wr": 0.881,
-    "trust_roi": 0.097,
+    "trust_wr": 0.857,
+    "trust_roi": 0.053,
     "trust_refunds": 0
   }
 ]
\ No newline at end of file
diff --git a/live/watch_skilled.json b/live/watch_skilled.json
index a0bfef14..d7257541 100644
--- a/live/watch_skilled.json
+++ b/live/watch_skilled.json
@@ -1,20 +1,8 @@
 [
-  {
-    "wallet": "0xca15832b58674fc4e9d7e87bff859c4b94629b50",
-    "name": "Gabe22",
-    "weight": 0.086,
-    "tier": "validated",
-    "z": 31.1,
-    "z_oos": 26.9,
-    "n": 2262,
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     "name": "2j289uUmAio7ap245975",
-    "weight": 0.0496,
+    "weight": 0.0551,
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@@ -26,7 +14,7 @@
   {
     "wallet": "0x8e9eedf20dfa70956d49f608a205e402d9df38e4",
     "name": "Siziriv",
-    "weight": 0.0409,
+    "weight": 0.0455,
     "tier": "validated",
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@@ -38,7 +26,7 @@
   {
     "wallet": "0x2257901897e83d39e778fa86d568dc1cd9a2dca2",
     "name": "iuii899889",
-    "weight": 0.0276,
+    "weight": 0.0307,
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@@ -50,7 +38,7 @@
   {
     "wallet": "0xda24f0caf5766fc36df8ac2f6ae3a567b71a9f1f",
     "name": "Thewinwin",
-    "weight": 0.0254,
+    "weight": 0.0282,
     "tier": "validated",
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@@ -62,7 +50,7 @@
   {
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     "name": "8998yueyye",
-    "weight": 0.0252,
+    "weight": 0.028,
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@@ -74,43 +62,43 @@
   {
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     "name": "0xf508f2dd\u2026",
-    "weight": 0.0227,
+    "weight": 0.0251,
     "tier": "validated",
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-    "z_oos": 5.66,
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-    "win_rate": 22.2,
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+    "z_oos": 5.27,
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   {
     "wallet": "0x2f633efb75256a2f2445110c8978684ab8936643",
     "name": "AI.AGENT.2026",
-    "weight": 0.0221,
+    "weight": 0.0248,
     "tier": "validated",
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-    "z_oos": 4.4,
-    "n": 636,
-    "win_rate": 92.5,
-    "avg_entry": 0.82,
+    "z": 8.08,
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   {
     "wallet": "0x1b44945f8992fcea2b43034557e47d11827fd8de",
     "name": "BrickThrower",
-    "weight": 0.0219,
+    "weight": 0.0241,
     "tier": "validated",
-    "z": 7.9,
-    "z_oos": 5.67,
-    "n": 2343,
-    "win_rate": 44.6,
+    "z": 7.83,
+    "z_oos": 5.7,
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     "wallet": "0x753e554feb327f9d4f7bff8a6ebdced98fbd2046",
     "name": "hfdffdhr",
-    "weight": 0.0202,
+    "weight": 0.0225,
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@@ -122,7 +110,7 @@
   {
     "wallet": "0x5da978e2df4d17bfe7214c017e2151d4b827ce46",
     "name": "Skovie",
-    "weight": 0.0186,
+    "weight": 0.0207,
     "tier": "validated",
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     "z_oos": 6.71,
@@ -134,7 +122,7 @@
   {
     "wallet": "0x4b51d90a0f8024a1d3d169b6a4a6473d3f75de5e",
     "name": "0x4b51d90a\u2026",
-    "weight": 0.0171,
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@@ -146,7 +134,7 @@
   {
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     "name": "0x657b0517a6599F82aDA5281817041165c4E843c1-1782796906468",
-    "weight": 0.017,
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@@ -158,31 +146,31 @@
   {
     "wallet": "0x7ca56b03105371839e4a3d98f4c1059d10d784bc",
     "name": "MyBettingFuture",
-    "weight": 0.0165,
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     "tier": "validated",
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-    "z_oos": 4.48,
-    "n": 2419,
-    "win_rate": 98.1,
+    "z": 6.07,
+    "z_oos": 4.6,
+    "n": 2454,
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     "name": "0x47946Decc4e4AAFee23df84D6Bf1A4B3C6c2ba33-1783372491387",
-    "weight": 0.0154,
+    "weight": 0.0181,
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-    "z_oos": 2.31,
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-    "win_rate": 29.6,
-    "avg_entry": 0.24,
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     "wallet": "0xc850cf70d9da621ff0c219f625c9623f88b78c51",
     "name": "0xc850cf70\u2026",
-    "weight": 0.0154,
+    "weight": 0.0171,
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@@ -194,19 +182,19 @@
   {
     "wallet": "0xa75f077c6e2510b020967c6230bac2bf342300f0",
     "name": "0xa75f077c\u2026",
-    "weight": 0.0154,
+    "weight": 0.017,
     "tier": "validated",
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-    "z_oos": 3.31,
-    "n": 2252,
-    "win_rate": 49.1,
+    "z": 5.53,
+    "z_oos": 3.29,
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     "wallet": "0x8a37fe3a49a36de9facd04bd09ee379211f7c99c",
     "name": "ggmggn",
-    "weight": 0.0152,
+    "weight": 0.0169,
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@@ -218,7 +206,7 @@
   {
     "wallet": "0x30dc7f0cfa4c98590b1c77dd92c82570efa5eb4b",
     "name": "napahp",
-    "weight": 0.0149,
+    "weight": 0.0166,
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@@ -230,11 +218,11 @@
   {
     "wallet": "0xf3d54ccedcd08c9a203d28e332275e50770fdde9",
     "name": "0xf3d54cce\u2026",
-    "weight": 0.0147,
+    "weight": 0.0162,
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-    "z_oos": 2.76,
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+    "z": 5.27,
+    "z_oos": 2.73,
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@@ -242,11 +230,11 @@
   {
     "wallet": "0x751a2b86cab503496efd325c8344e10159349ea1",
     "name": "Sharky6999",
-    "weight": 0.014,
+    "weight": 0.0158,
     "tier": "validated",
-    "z": 5.06,
-    "z_oos": 3.63,
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+    "z": 5.15,
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@@ -254,7 +242,7 @@
   {
     "wallet": "0x8d650d146740463611db1f3974ae9b922953ce8f",
     "name": "PWBR",
-    "weight": 0.0139,
+    "weight": 0.0155,
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@@ -263,26 +251,14 @@
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   },
-  {
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     "name": "0xaB8A8dafAE74A018683748d070Cb9E349CC2154e-1771847292775",
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@@ -290,7 +266,7 @@
   {
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     "name": "0x13289e4d\u2026",
-    "weight": 0.0136,
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     "z_oos": 4.4,
@@ -299,74 +275,74 @@
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+  {
+    "wallet": "0xce0daf49deff5b376baa41a1e8cb51bf966c1aaa",
+    "name": "slovakianRat",
+    "weight": 0.0149,
+    "tier": "validated",
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+    "z_oos": 3.2,
+    "n": 1884,
+    "win_rate": 55.8,
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+    "band_0204": 0.21
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   {
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     "name": "12398498123498189239843",
-    "weight": 0.0134,
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-    "z_oos": 3.52,
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     "win_rate": 69.2,
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-  {
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-    "weight": 0.0133,
-    "tier": "validated",
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     "name": "0x9e8af884\u2026",
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-    "z_oos": 2.93,
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     "band_0204": 0.28
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+  {
+    "wallet": "0x51f9122c7ed2ceb749d8d63617153e98d3ba19a0",
+    "name": "kozelblack",
+    "weight": 0.0143,
+    "tier": "validated",
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+    "z_oos": 3.19,
+    "n": 2120,
+    "win_rate": 99.0,
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+    "band_0204": 0.0
+  },
+  {
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+    "name": "Houngpid",
+    "weight": 0.0142,
+    "tier": "validated",
+    "z": 4.62,
+    "z_oos": 3.23,
+    "n": 1294,
+    "win_rate": 40.3,
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   {
     "wallet": "0xb615ca2e43ac4d650bbd352de56643989b546d93",
     "name": "Lihuiying",
-    "weight": 0.0124,
+    "weight": 0.0139,
     "tier": "validated",
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-    "z_oos": 2.2,
-    "n": 1992,
+    "z": 4.51,
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@@ -374,31 +350,19 @@
   {
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     "name": "aka-baka-tiki-taka",
-    "weight": 0.0122,
+    "weight": 0.0136,
     "tier": "validated",
-    "z": 4.41,
+    "z": 4.43,
     "z_oos": 3.83,
-    "n": 2201,
+    "n": 2212,
     "win_rate": 98.8,
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-  {
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-    "name": "Houngpid",
-    "weight": 0.0121,
-    "tier": "validated",
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-    "z_oos": 2.97,
-    "n": 1265,
-    "win_rate": 40.2,
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   {
     "wallet": "0x844f0a32b8f93ef96c0fb02e69da4e42e6f86fcc",
     "name": "JennydoeWW",
-    "weight": 0.012,
+    "weight": 0.0133,
     "tier": "validated",
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     "z_oos": 3.61,
@@ -410,7 +374,7 @@
   {
     "wallet": "0x82b59bbdd9ec1aaa995ee41d5d49b7de0a5f6f5f",
     "name": "ldsam",
-    "weight": 0.0119,
+    "weight": 0.0132,
     "tier": "validated",
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@@ -422,19 +386,31 @@
   {
     "wallet": "0x6ab434242be94f834de8d38ba2de0b4cbfdaa81b",
     "name": "STAYCALM",
-    "weight": 0.0118,
+    "weight": 0.0131,
     "tier": "validated",
-    "z": 4.25,
-    "z_oos": 2.25,
-    "n": 2232,
-    "win_rate": 94.1,
+    "z": 4.27,
+    "z_oos": 2.27,
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     "avg_entry": 0.93,
     "band_0204": 0.01
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+  {
+    "wallet": "0xce0baf873d63724d19559b6e02645c5d898fb5a0",
+    "name": "0xce0baf87\u2026",
+    "weight": 0.0131,
+    "tier": "validated",
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+    "z_oos": 3.17,
+    "n": 974,
+    "win_rate": 33.0,
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   {
     "wallet": "0x4d6a054119f319f16e2acd921cf8c077788efc79",
     "name": "0x4d6a0541\u2026",
-    "weight": 0.0117,
+    "weight": 0.013,
     "tier": "validated",
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@@ -446,7 +422,7 @@
   {
     "wallet": "0xb36b3af57e480c750bcebed7be2d8afd24380cb1",
     "name": "Didiaodiao",
-    "weight": 0.0116,
+    "weight": 0.0129,
     "tier": "validated",
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@@ -458,7 +434,7 @@
   {
     "wallet": "0x8cd9439c1205da4c9ba18559cdcfe2e12278190e",
     "name": "kaslas",
-    "weight": 0.0114,
+    "weight": 0.0127,
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@@ -468,21 +444,21 @@
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   {
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-    "name": "0xce0baf87\u2026",
-    "weight": 0.0112,
+    "wallet": "0x111a20cb89e66593229f90fffb92fe5a765caceb",
+    "name": "JohnLayo",
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     "tier": "validated",
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-    "z_oos": 3.18,
-    "n": 944,
-    "win_rate": 33.1,
-    "avg_entry": 0.28,
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   {
     "wallet": "0x17f0b79bae4c986b854f6be30f1fca8c484dea12",
     "name": "bdmina",
-    "weight": 0.0112,
+    "weight": 0.0124,
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@@ -491,26 +467,14 @@
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   },
-  {
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   {
     "wallet": "0x48270d81cfe598ae0379ca535a26dc41e3e9080d",
     "name": "DiogoBNF566",
-    "weight": 0.0108,
+    "weight": 0.012,
     "tier": "validated",
     "z": 3.89,
     "z_oos": 3.66,
-    "n": 2005,
+    "n": 2006,
     "win_rate": 94.5,
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@@ -518,7 +482,7 @@
   {
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     "name": "ksamlsa",
-    "weight": 0.0107,
+    "weight": 0.0118,
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@@ -530,7 +494,7 @@
   {
     "wallet": "0xe574b987b793b08eb34d7d238eccc30a3d9bf4f5",
     "name": "0xe574b987\u2026",
-    "weight": 0.0106,
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@@ -539,22 +503,10 @@
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   {
     "wallet": "0x91e8ec880471a69da3c74356a9ec2571d37b24f8",
     "name": "Bigbang4",
-    "weight": 0.0102,
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@@ -566,7 +518,7 @@
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     "name": "dror-768",
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@@ -575,10 +527,22 @@
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+  {
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+    "name": "0x3db61e79\u2026",
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+    "z_oos": 3.87,
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+    "win_rate": 60.8,
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     "wallet": "0xdeca32428d5cf4b1c4d7266a950e20791676ddd5",
     "name": "durrrrrrrr",
-    "weight": 0.0101,
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@@ -590,7 +554,7 @@
   {
     "wallet": "0xd92f13f9c20e5739aae98032e443b13d9d823d83",
     "name": "follwmee",
-    "weight": 0.01,
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@@ -599,10 +563,22 @@
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+    "name": "0x512F0604dFeFA544B64bE57E3a29b4f18C98E825-1782305190197",
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     "name": "0xc265ab3f\u2026",
-    "weight": 0.0092,
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@@ -611,22 +587,10 @@
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     "name": "0x9807ef11\u2026",
-    "weight": 0.0092,
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@@ -638,7 +602,7 @@
   {
     "wallet": "0xe75b11fa4fa01db5f11743e5f40df6c23b8e97eb",
     "name": "sleepyzs",
-    "weight": 0.0091,
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@@ -650,7 +614,7 @@
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@@ -662,7 +626,7 @@
   {
     "wallet": "0x46b2f8a865a3572a435813e747e22cce0e835977",
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-    "weight": 0.0091,
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@@ -674,7 +638,7 @@
   {
     "wallet": "0x536be02af900fe046fa708c8059c04f737a2cee3",
     "name": "fill-or-fok-me",
-    "weight": 0.0091,
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@@ -686,19 +650,19 @@
   {
     "wallet": "0x52e9ddafda7ae033b1dd4553c7acdb9b3effb5cd",
     "name": "muUren",
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-    "win_rate": 53.1,
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@@ -710,7 +674,7 @@
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@@ -722,7 +686,7 @@
   {
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@@ -731,34 +695,58 @@
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+    "win_rate": 77.7,
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-    "win_rate": 38.4,
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     "name": "Ariyeh",
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+    "name": "0xa191F2791F6Dc0aDf74C4D9223AE7df3cdF6b426-1782305345333",
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+    "win_rate": 54.3,
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+    "band_0204": 0.32
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     "name": "AK47ForLIFE",
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@@ -767,22 +755,10 @@
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     "name": "BullishBarb",
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