{
  "date": "2026-10-02",
  "hash": "bdeb0a7f37ff6392ea103d1b2de40a3db32003a96fd44cc27b5861723490e12e",
  "nonce": "d157719eaec962f38716415c779ea867",
  "revele_le": "2026-10-10T09:34Z",
  "algo": "sha256(canonical_json(classement_complet_J) + nonce)",
  "classement": [
    {
      "symbole": "TRXUSDT",
      "regime": "baissier",
      "prix": 0.3348,
      "alertes": [],
      "score": 28.2,
      "p_raw": 0.2562,
      "p_lgbm": 0.3098,
      "p_xgb": 0.2593,
      "p_cb": 0.1996,
      "rang_pct": 100.0,
      "vs_median": 2.1,
      "groupe": "historique"
    },
    {
      "symbole": "AAVEUSDT",
      "regime": "haussier_calme",
      "prix": 171.44,
      "alertes": [],
      "score": 28.2,
      "p_raw": 0.2284,
      "p_lgbm": 0.2056,
      "p_xgb": 0.2487,
      "p_cb": 0.2309,
      "rang_pct": 99.0,
      "vs_median": 2.1,
      "groupe": "historique"
    },
    {
      "symbole": "GRAMUSDT",
      "regime": "haussier_volatil",
      "prix": 1.575,
      "alertes": [],
      "score": 22.5,
      "p_raw": 0.1888,
      "p_lgbm": 0.1892,
      "p_xgb": 0.2271,
      "p_cb": 0.1503,
      "rang_pct": 98.0,
      "vs_median": 1.7,
      "groupe": "elargi"
    },
    {
      "symbole": "BTCUSDT",
      "regime": "haussier_calme",
      "prix": 84880.05,
      "alertes": [],
      "score": 22.5,
      "p_raw": 0.187,
      "p_lgbm": 0.1767,
      "p_xgb": 0.1844,
      "p_cb": 0.2,
      "rang_pct": 96.0,
      "vs_median": 1.7,
      "groupe": "historique"
    },
    {
      "symbole": "DEXEUSDT",
      "regime": "baissier",
      "prix": 1.906,
      "alertes": [],
      "score": 22.5,
      "p_raw": 0.1862,
      "p_lgbm": 0.1945,
      "p_xgb": 0.2132,
      "p_cb": 0.151,
      "rang_pct": 95.0,
      "vs_median": 1.7,
      "groupe": "elargi"
    },
    {
      "symbole": "ZROUSDT",
      "regime": "haussier_volatil",
      "prix": 1.804,
      "alertes": [],
      "score": 22.5,
      "p_raw": 0.1858,
      "p_lgbm": 0.1674,
      "p_xgb": 0.2102,
      "p_cb": 0.1797,
      "rang_pct": 94.0,
      "vs_median": 1.7,
      "groupe": "elargi"
    },
    {
      "symbole": "STXUSDT",
      "regime": "haussier_volatil",
      "prix": 0.3739,
      "alertes": [],
      "score": 22.5,
      "p_raw": 0.1849,
      "p_lgbm": 0.1705,
      "p_xgb": 0.2021,
      "p_cb": 0.182,
      "rang_pct": 92.0,
      "vs_median": 1.7,
      "groupe": "historique"
    },
    {
      "symbole": "BNBUSDT",
      "regime": "haussier_calme",
      "prix": 771.75,
      "alertes": [],
      "score": 22.5,
      "p_raw": 0.1837,
      "p_lgbm": 0.1828,
      "p_xgb": 0.2124,
      "p_cb": 0.1558,
      "rang_pct": 91.0,
      "vs_median": 1.7,
      "groupe": "historique"
    },
    {
      "symbole": "WLFIUSDT",
      "regime": "baissier",
      "prix": 0.056,
      "alertes": [],
      "score": 22.5,
      "p_raw": 0.1824,
      "p_lgbm": 0.1779,
      "p_xgb": 0.2423,
      "p_cb": 0.1269,
      "rang_pct": 90.0,
      "vs_median": 1.7,
      "groupe": "elargi"
    },
    {
      "symbole": "JSTUSDT",
      "regime": "haussier_calme",
      "prix": 0.13103,
      "alertes": [],
      "score": 22.5,
      "p_raw": 0.1821,
      "p_lgbm": 0.125,
      "p_xgb": 0.2271,
      "p_cb": 0.1941,
      "rang_pct": 89.0,
      "vs_median": 1.7,
      "groupe": "elargi"
    },
    {
      "symbole": "HEMIUSDT",
      "regime": "baissier",
      "prix": 0.00645,
      "alertes": [],
      "score": 21.4,
      "p_raw": 0.1813,
      "p_lgbm": 0.2314,
      "p_xgb": 0.1882,
      "p_cb": 0.1244,
      "rang_pct": 88.0,
      "vs_median": 1.6,
      "groupe": "elargi"
    },
    {
      "symbole": "SOLUSDT",
      "regime": "haussier_calme",
      "prix": 118.41,
      "alertes": [],
      "score": 20.8,
      "p_raw": 0.1717,
      "p_lgbm": 0.1512,
      "p_xgb": 0.2171,
      "p_cb": 0.1469,
      "rang_pct": 86.0,
      "vs_median": 1.6,
      "groupe": "historique"
    },
    {
      "symbole": "ETHUSDT",
      "regime": "haussier_calme",
      "prix": 2706.42,
      "alertes": [],
      "score": 20.8,
      "p_raw": 0.1705,
      "p_lgbm": 0.1434,
      "p_xgb": 0.2011,
      "p_cb": 0.167,
      "rang_pct": 85.0,
      "vs_median": 1.6,
      "groupe": "historique"
    },
    {
      "symbole": "LTCUSDT",
      "regime": "haussier_volatil",
      "prix": 68.12,
      "alertes": [],
      "score": 20.8,
      "p_raw": 0.1648,
      "p_lgbm": 0.1751,
      "p_xgb": 0.1878,
      "p_cb": 0.1316,
      "rang_pct": 84.0,
      "vs_median": 1.6,
      "groupe": "historique"
    },
    {
      "symbole": "XRPUSDT",
      "regime": "haussier_volatil",
      "prix": 1.4939,
      "alertes": [],
      "score": 20.8,
      "p_raw": 0.1627,
      "p_lgbm": 0.1774,
      "p_xgb": 0.1802,
      "p_cb": 0.1305,
      "rang_pct": 82.0,
      "vs_median": 1.6,
      "groupe": "historique"
    },
    {
      "symbole": "SHIBUSDT",
      "regime": "haussier_calme",
      "prix": 5.79e-06,
      "alertes": [],
      "score": 20.8,
      "p_raw": 0.1625,
      "p_lgbm": 0.1813,
      "p_xgb": 0.1759,
      "p_cb": 0.1303,
      "rang_pct": 81.0,
      "vs_median": 1.6,
      "groupe": "elargi"
    },
    {
      "symbole": "LINKUSDT",
      "regime": "haussier_volatil",
      "prix": 14.386,
      "alertes": [],
      "score": 20.8,
      "p_raw": 0.16,
      "p_lgbm": 0.1593,
      "p_xgb": 0.1799,
      "p_cb": 0.1407,
      "rang_pct": 80.0,
      "vs_median": 1.6,
      "groupe": "historique"
    },
    {
      "symbole": "ADAUSDT",
      "regime": "haussier_calme",
      "prix": 0.2464,
      "alertes": [],
      "score": 20.8,
      "p_raw": 0.1592,
      "p_lgbm": 0.1813,
      "p_xgb": 0.158,
      "p_cb": 0.1383,
      "rang_pct": 79.0,
      "vs_median": 1.6,
      "groupe": "historique"
    },
    {
      "symbole": "PUMPUSDT",
      "regime": "haussier_calme",
      "prix": 0.005826,
      "alertes": [],
      "score": 17.0,
      "p_raw": 0.1587,
      "p_lgbm": 0.1129,
      "p_xgb": 0.2176,
      "p_cb": 0.1455,
      "rang_pct": 78.0,
      "vs_median": 1.3,
      "groupe": "elargi"
    },
    {
      "symbole": "ASTERUSDT",
      "regime": "haussier_calme",
      "prix": 0.7411,
      "alertes": [],
      "score": 17.0,
      "p_raw": 0.1568,
      "p_lgbm": 0.1482,
      "p_xgb": 0.1677,
      "p_cb": 0.1546,
      "rang_pct": 76.0,
      "vs_median": 1.3,
      "groupe": "elargi"
    },
    {
      "symbole": "XLMUSDT",
      "regime": "haussier_calme",
      "prix": 0.2191,
      "alertes": [],
      "score": 17.0,
      "p_raw": 0.1494,
      "p_lgbm": 0.1636,
      "p_xgb": 0.1544,
      "p_cb": 0.1302,
      "rang_pct": 75.0,
      "vs_median": 1.3,
      "groupe": "elargi"
    },
    {
      "symbole": "VIRTUALUSDT",
      "regime": "haussier_calme",
      "prix": 0.7833,
      "alertes": [],
      "score": 13.5,
      "p_raw": 0.1473,
      "p_lgbm": 0.1713,
      "p_xgb": 0.1448,
      "p_cb": 0.1259,
      "rang_pct": 74.0,
      "vs_median": 1.0,
      "groupe": "elargi"
    },
    {
      "symbole": "ETCUSDT",
      "regime": "haussier_volatil",
      "prix": 8.88,
      "alertes": [],
      "score": 13.5,
      "p_raw": 0.144,
      "p_lgbm": 0.1775,
      "p_xgb": 0.143,
      "p_cb": 0.1113,
      "rang_pct": 72.0,
      "vs_median": 1.0,
      "groupe": "historique"
    },
    {
      "symbole": "ATOMUSDT",
      "regime": "haussier_volatil",
      "prix": 1.708,
      "alertes": [],
      "score": 13.5,
      "p_raw": 0.143,
      "p_lgbm": 0.1532,
      "p_xgb": 0.1661,
      "p_cb": 0.1098,
      "rang_pct": 71.0,
      "vs_median": 1.0,
      "groupe": "historique"
    },
    {
      "symbole": "DOGEUSDT",
      "regime": "haussier_volatil",
      "prix": 0.09437,
      "alertes": [],
      "score": 13.5,
      "p_raw": 0.1414,
      "p_lgbm": 0.1569,
      "p_xgb": 0.1533,
      "p_cb": 0.1141,
      "rang_pct": 70.0,
      "vs_median": 1.0,
      "groupe": "historique"
    },
    {
      "symbole": "ICPUSDT",
      "regime": "haussier_volatil",
      "prix": 3.29,
      "alertes": [],
      "score": 13.5,
      "p_raw": 0.1414,
      "p_lgbm": 0.1421,
      "p_xgb": 0.156,
      "p_cb": 0.126,
      "rang_pct": 69.0,
      "vs_median": 1.0,
      "groupe": "elargi"
    },
    {
      "symbole": "PROMUSDT",
      "regime": "haussier_calme",
      "prix": 6.497,
      "alertes": [],
      "score": 13.5,
      "p_raw": 0.1396,
      "p_lgbm": 0.1167,
      "p_xgb": 0.1773,
      "p_cb": 0.1248,
      "rang_pct": 68.0,
      "vs_median": 1.0,
      "groupe": "elargi"
    },
    {
      "symbole": "ALGOUSDT",
      "regime": "haussier_volatil",
      "prix": 0.1226,
      "alertes": [],
      "score": 13.5,
      "p_raw": 0.1379,
      "p_lgbm": 0.1185,
      "p_xgb": 0.1481,
      "p_cb": 0.1469,
      "rang_pct": 66.0,
      "vs_median": 1.0,
      "groupe": "historique"
    },
    {
      "symbole": "MORPHOUSDT",
      "regime": "haussier_volatil",
      "prix": 2.583,
      "alertes": [],
      "score": 13.5,
      "p_raw": 0.1379,
      "p_lgbm": 0.1301,
      "p_xgb": 0.1572,
      "p_cb": 0.1262,
      "rang_pct": 65.0,
      "vs_median": 1.0,
      "groupe": "elargi"
    },
    {
      "symbole": "SUIUSDT",
      "regime": "haussier_volatil",
      "prix": 1.1773,
      "alertes": [],
      "score": 13.5,
      "p_raw": 0.1376,
      "p_lgbm": 0.1337,
      "p_xgb": 0.158,
      "p_cb": 0.1209,
      "rang_pct": 64.0,
      "vs_median": 1.0,
      "groupe": "historique"
    },
    {
      "symbole": "TRUMPUSDT",
      "regime": "haussier_calme",
      "prix": 2.06,
      "alertes": [],
      "score": 13.5,
      "p_raw": 0.1373,
      "p_lgbm": 0.1309,
      "p_xgb": 0.1362,
      "p_cb": 0.1448,
      "rang_pct": 62.0,
      "vs_median": 1.0,
      "groupe": "elargi"
    },
    {
      "symbole": "DOTUSDT",
      "regime": "haussier_volatil",
      "prix": 1.176,
      "alertes": [],
      "score": 13.2,
      "p_raw": 0.137,
      "p_lgbm": 0.1494,
      "p_xgb": 0.149,
      "p_cb": 0.1127,
      "rang_pct": 61.0,
      "vs_median": 1.0,
      "groupe": "historique"
    },
    {
      "symbole": "IMXUSDT",
      "regime": "haussier_volatil",
      "prix": 0.1706,
      "alertes": [],
      "score": 13.2,
      "p_raw": 0.1367,
      "p_lgbm": 0.1407,
      "p_xgb": 0.154,
      "p_cb": 0.1155,
      "rang_pct": 60.0,
      "vs_median": 1.0,
      "groupe": "historique"
    },
    {
      "symbole": "CRVUSDT",
      "regime": "haussier_volatil",
      "prix": 0.3742,
      "alertes": [],
      "score": 13.2,
      "p_raw": 0.135,
      "p_lgbm": 0.1257,
      "p_xgb": 0.1617,
      "p_cb": 0.1176,
      "rang_pct": 59.0,
      "vs_median": 1.0,
      "groupe": "elargi"
    },
    {
      "symbole": "CAKEUSDT",
      "regime": "haussier_volatil",
      "prix": 2.565,
      "alertes": [],
      "score": 13.2,
      "p_raw": 0.1344,
      "p_lgbm": 0.1435,
      "p_xgb": 0.1647,
      "p_cb": 0.095,
      "rang_pct": 58.0,
      "vs_median": 1.0,
      "groupe": "elargi"
    },
    {
      "symbole": "FETUSDT",
      "regime": "haussier_volatil",
      "prix": 0.2304,
      "alertes": [],
      "score": 13.2,
      "p_raw": 0.132,
      "p_lgbm": 0.1211,
      "p_xgb": 0.1307,
      "p_cb": 0.1441,
      "rang_pct": 56.0,
      "vs_median": 1.0,
      "groupe": "historique"
    },
    {
      "symbole": "AVAXUSDT",
      "regime": "haussier_volatil",
      "prix": 10.99,
      "alertes": [],
      "score": 13.2,
      "p_raw": 0.1311,
      "p_lgbm": 0.126,
      "p_xgb": 0.1378,
      "p_cb": 0.1296,
      "rang_pct": 55.0,
      "vs_median": 1.0,
      "groupe": "historique"
    },
    {
      "symbole": "PLUMEUSDT",
      "regime": "haussier_volatil",
      "prix": 0.01839,
      "alertes": [
        "Funding extrême négatif (z = -2.4) : positions baissières encombrées — volatilité historiquement ×1,2 sur 24 h",
        "Compression de volatilité en cassure (largeur de Bollinger au percentile 1 + volume ×2.1) — expansion historiquement ×1,7 sur 24 h"
      ],
      "score": 13.2,
      "p_raw": 0.1309,
      "p_lgbm": 0.1115,
      "p_xgb": 0.1464,
      "p_cb": 0.1348,
      "rang_pct": 54.0,
      "vs_median": 1.0,
      "groupe": "elargi"
    },
    {
      "symbole": "MINAUSDT",
      "regime": "haussier_volatil",
      "prix": 0.1515,
      "alertes": [],
      "score": 13.2,
      "p_raw": 0.1296,
      "p_lgbm": 0.1128,
      "p_xgb": 0.1612,
      "p_cb": 0.1149,
      "rang_pct": 52.0,
      "vs_median": 1.0,
      "groupe": "elargi"
    },
    {
      "symbole": "RENDERUSDT",
      "regime": "haussier_volatil",
      "prix": 1.91,
      "alertes": [],
      "score": 13.2,
      "p_raw": 0.1282,
      "p_lgbm": 0.1379,
      "p_xgb": 0.1447,
      "p_cb": 0.1021,
      "rang_pct": 51.0,
      "vs_median": 1.0,
      "groupe": "elargi"
    },
    {
      "symbole": "TAOUSDT",
      "regime": "haussier_volatil",
      "prix": 303.4,
      "alertes": [],
      "score": 13.2,
      "p_raw": 0.1266,
      "p_lgbm": 0.1244,
      "p_xgb": 0.139,
      "p_cb": 0.1164,
      "rang_pct": 50.0,
      "vs_median": 1.0,
      "groupe": "elargi"
    },
    {
      "symbole": "WIFUSDT",
      "regime": "haussier_volatil",
      "prix": 0.2494,
      "alertes": [],
      "score": 13.2,
      "p_raw": 0.1222,
      "p_lgbm": 0.1151,
      "p_xgb": 0.1396,
      "p_cb": 0.1119,
      "rang_pct": 49.0,
      "vs_median": 1.0,
      "groupe": "elargi"
    },
    {
      "symbole": "GIGGLEUSDT",
      "regime": "haussier_calme",
      "prix": 37.21,
      "alertes": [
        "Funding extrême positif (z = +2.4) : positions haussières encombrées — volatilité historiquement ×1,5 sur 3 j"
      ],
      "score": 13.2,
      "p_raw": 0.1217,
      "p_lgbm": 0.1117,
      "p_xgb": 0.1556,
      "p_cb": 0.0978,
      "rang_pct": 48.0,
      "vs_median": 1.0,
      "groupe": "elargi"
    },
    {
      "symbole": "WLDUSDT",
      "regime": "haussier_calme",
      "prix": 0.5062,
      "alertes": [],
      "score": 13.2,
      "p_raw": 0.1216,
      "p_lgbm": 0.105,
      "p_xgb": 0.1397,
      "p_cb": 0.1202,
      "rang_pct": 46.0,
      "vs_median": 1.0,
      "groupe": "elargi"
    },
    {
      "symbole": "POLUSDT",
      "regime": "haussier_volatil",
      "prix": 0.10778,
      "alertes": [],
      "score": 13.2,
      "p_raw": 0.1207,
      "p_lgbm": 0.1104,
      "p_xgb": 0.1455,
      "p_cb": 0.1064,
      "rang_pct": 45.0,
      "vs_median": 1.0,
      "groupe": "elargi"
    },
    {
      "symbole": "BCHUSDT",
      "regime": "haussier_volatil",
      "prix": 309.3,
      "alertes": [],
      "score": 13.2,
      "p_raw": 0.1189,
      "p_lgbm": 0.1446,
      "p_xgb": 0.1135,
      "p_cb": 0.0987,
      "rang_pct": 44.0,
      "vs_median": 1.0,
      "groupe": "elargi"
    },
    {
      "symbole": "PEPEUSDT",
      "regime": "haussier_volatil",
      "prix": 4.43e-06,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.1176,
      "p_lgbm": 0.1122,
      "p_xgb": 0.1195,
      "p_cb": 0.121,
      "rang_pct": 42.0,
      "vs_median": 0.8,
      "groupe": "historique"
    },
    {
      "symbole": "ACEUSDT",
      "regime": "haussier_calme",
      "prix": 0.1851,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.117,
      "p_lgbm": 0.1077,
      "p_xgb": 0.1223,
      "p_cb": 0.1211,
      "rang_pct": 41.0,
      "vs_median": 0.8,
      "groupe": "elargi"
    },
    {
      "symbole": "HBARUSDT",
      "regime": "haussier_volatil",
      "prix": 0.10265,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.117,
      "p_lgbm": 0.0967,
      "p_xgb": 0.1263,
      "p_cb": 0.1281,
      "rang_pct": 40.0,
      "vs_median": 0.8,
      "groupe": "elargi"
    },
    {
      "symbole": "PENDLEUSDT",
      "regime": "haussier_volatil",
      "prix": 2.374,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.1168,
      "p_lgbm": 0.128,
      "p_xgb": 0.1237,
      "p_cb": 0.0985,
      "rang_pct": 39.0,
      "vs_median": 0.8,
      "groupe": "elargi"
    },
    {
      "symbole": "BONKUSDT",
      "regime": "baissier",
      "prix": 3.76e-06,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.1167,
      "p_lgbm": 0.1085,
      "p_xgb": 0.135,
      "p_cb": 0.1066,
      "rang_pct": 38.0,
      "vs_median": 0.8,
      "groupe": "elargi"
    },
    {
      "symbole": "EIGENUSDT",
      "regime": "haussier_calme",
      "prix": 0.2468,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.1163,
      "p_lgbm": 0.1064,
      "p_xgb": 0.1219,
      "p_cb": 0.1207,
      "rang_pct": 36.0,
      "vs_median": 0.8,
      "groupe": "elargi"
    },
    {
      "symbole": "AEROUSDT",
      "regime": "haussier_volatil",
      "prix": 0.7911,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.1151,
      "p_lgbm": 0.1054,
      "p_xgb": 0.1283,
      "p_cb": 0.1117,
      "rang_pct": 35.0,
      "vs_median": 0.8,
      "groupe": "elargi"
    },
    {
      "symbole": "ARUSDT",
      "regime": "haussier_volatil",
      "prix": 4.299,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.1148,
      "p_lgbm": 0.1135,
      "p_xgb": 0.114,
      "p_cb": 0.1169,
      "rang_pct": 34.0,
      "vs_median": 0.8,
      "groupe": "elargi"
    },
    {
      "symbole": "APTUSDT",
      "regime": "haussier_volatil",
      "prix": 0.7762,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.1137,
      "p_lgbm": 0.1153,
      "p_xgb": 0.1255,
      "p_cb": 0.1003,
      "rang_pct": 32.0,
      "vs_median": 0.8,
      "groupe": "historique"
    },
    {
      "symbole": "ETHFIUSDT",
      "regime": "haussier_volatil",
      "prix": 0.7259,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.1106,
      "p_lgbm": 0.0985,
      "p_xgb": 0.1318,
      "p_cb": 0.1015,
      "rang_pct": 31.0,
      "vs_median": 0.8,
      "groupe": "elargi"
    },
    {
      "symbole": "JTOUSDT",
      "regime": "haussier_calme",
      "prix": 0.5412,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.1102,
      "p_lgbm": 0.109,
      "p_xgb": 0.1164,
      "p_cb": 0.1051,
      "rang_pct": 30.0,
      "vs_median": 0.8,
      "groupe": "elargi"
    },
    {
      "symbole": "CHIPUSDT",
      "regime": "haussier_calme",
      "prix": 0.04262,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.1101,
      "p_lgbm": 0.1221,
      "p_xgb": 0.1234,
      "p_cb": 0.0848,
      "rang_pct": 29.0,
      "vs_median": 0.8,
      "groupe": "elargi"
    },
    {
      "symbole": "TIAUSDT",
      "regime": "haussier_volatil",
      "prix": 0.4285,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.1088,
      "p_lgbm": 0.097,
      "p_xgb": 0.1124,
      "p_cb": 0.1171,
      "rang_pct": 28.0,
      "vs_median": 0.8,
      "groupe": "historique"
    },
    {
      "symbole": "OPUSDT",
      "regime": "haussier_volatil",
      "prix": 0.1281,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.1083,
      "p_lgbm": 0.0849,
      "p_xgb": 0.1194,
      "p_cb": 0.1207,
      "rang_pct": 26.0,
      "vs_median": 0.8,
      "groupe": "historique"
    },
    {
      "symbole": "ONDOUSDT",
      "regime": "haussier_volatil",
      "prix": 0.4973,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.1077,
      "p_lgbm": 0.1051,
      "p_xgb": 0.1155,
      "p_cb": 0.1024,
      "rang_pct": 25.0,
      "vs_median": 0.8,
      "groupe": "elargi"
    },
    {
      "symbole": "UNIUSDT",
      "regime": "haussier_volatil",
      "prix": 8.983,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.1076,
      "p_lgbm": 0.1026,
      "p_xgb": 0.1155,
      "p_cb": 0.1047,
      "rang_pct": 24.0,
      "vs_median": 0.8,
      "groupe": "historique"
    },
    {
      "symbole": "TUTUSDT",
      "regime": "haussier_calme",
      "prix": 0.0252,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.1061,
      "p_lgbm": 0.1055,
      "p_xgb": 0.1172,
      "p_cb": 0.0956,
      "rang_pct": 22.0,
      "vs_median": 0.8,
      "groupe": "elargi"
    },
    {
      "symbole": "LDOUSDT",
      "regime": "haussier_volatil",
      "prix": 0.4382,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.1054,
      "p_lgbm": 0.0923,
      "p_xgb": 0.1137,
      "p_cb": 0.1101,
      "rang_pct": 21.0,
      "vs_median": 0.8,
      "groupe": "elargi"
    },
    {
      "symbole": "PENGUUSDT",
      "regime": "haussier_volatil",
      "prix": 0.009452,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.104,
      "p_lgbm": 0.083,
      "p_xgb": 0.1181,
      "p_cb": 0.1109,
      "rang_pct": 20.0,
      "vs_median": 0.8,
      "groupe": "elargi"
    },
    {
      "symbole": "INJUSDT",
      "regime": "haussier_volatil",
      "prix": 7.361,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.1036,
      "p_lgbm": 0.0945,
      "p_xgb": 0.1159,
      "p_cb": 0.1004,
      "rang_pct": 19.0,
      "vs_median": 0.8,
      "groupe": "historique"
    },
    {
      "symbole": "SEIUSDT",
      "regime": "haussier_volatil",
      "prix": 0.07049,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.1015,
      "p_lgbm": 0.097,
      "p_xgb": 0.1171,
      "p_cb": 0.0903,
      "rang_pct": 18.0,
      "vs_median": 0.8,
      "groupe": "historique"
    },
    {
      "symbole": "ZECUSDT",
      "regime": "haussier_calme",
      "prix": 1335.56,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.1012,
      "p_lgbm": 0.1102,
      "p_xgb": 0.1117,
      "p_cb": 0.0819,
      "rang_pct": 16.0,
      "vs_median": 0.8,
      "groupe": "elargi"
    },
    {
      "symbole": "NEARUSDT",
      "regime": "haussier_volatil",
      "prix": 4.809,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.1001,
      "p_lgbm": 0.0849,
      "p_xgb": 0.1228,
      "p_cb": 0.0925,
      "rang_pct": 15.0,
      "vs_median": 0.8,
      "groupe": "historique"
    },
    {
      "symbole": "ENAUSDT",
      "regime": "haussier_volatil",
      "prix": 0.2432,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.0992,
      "p_lgbm": 0.0871,
      "p_xgb": 0.1228,
      "p_cb": 0.0877,
      "rang_pct": 14.0,
      "vs_median": 0.8,
      "groupe": "elargi"
    },
    {
      "symbole": "PYTHUSDT",
      "regime": "haussier_volatil",
      "prix": 0.07433,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.0978,
      "p_lgbm": 0.0871,
      "p_xgb": 0.1216,
      "p_cb": 0.0845,
      "rang_pct": 12.0,
      "vs_median": 0.8,
      "groupe": "elargi"
    },
    {
      "symbole": "FILUSDT",
      "regime": "haussier_volatil",
      "prix": 1.0204,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.0913,
      "p_lgbm": 0.077,
      "p_xgb": 0.1023,
      "p_cb": 0.0947,
      "rang_pct": 11.0,
      "vs_median": 0.8,
      "groupe": "historique"
    },
    {
      "symbole": "DASHUSDT",
      "regime": "haussier_volatil",
      "prix": 58.25,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.0907,
      "p_lgbm": 0.0939,
      "p_xgb": 0.1088,
      "p_cb": 0.0693,
      "rang_pct": 10.0,
      "vs_median": 0.8,
      "groupe": "elargi"
    },
    {
      "symbole": "XPLUSDT",
      "regime": "haussier_calme",
      "prix": 0.09619,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.087,
      "p_lgbm": 0.0658,
      "p_xgb": 0.1052,
      "p_cb": 0.0902,
      "rang_pct": 9.0,
      "vs_median": 0.8,
      "groupe": "elargi"
    },
    {
      "symbole": "RAYUSDT",
      "regime": "haussier_volatil",
      "prix": 1.8723,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.0868,
      "p_lgbm": 0.0788,
      "p_xgb": 0.1045,
      "p_cb": 0.0771,
      "rang_pct": 8.0,
      "vs_median": 0.8,
      "groupe": "elargi"
    },
    {
      "symbole": "ARBUSDT",
      "regime": "haussier_volatil",
      "prix": 0.1999,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.0854,
      "p_lgbm": 0.0795,
      "p_xgb": 0.0995,
      "p_cb": 0.0773,
      "rang_pct": 6.0,
      "vs_median": 0.8,
      "groupe": "historique"
    },
    {
      "symbole": "STRKUSDT",
      "regime": "haussier_volatil",
      "prix": 0.04184,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.0853,
      "p_lgbm": 0.0753,
      "p_xgb": 0.0914,
      "p_cb": 0.0891,
      "rang_pct": 5.0,
      "vs_median": 0.8,
      "groupe": "elargi"
    },
    {
      "symbole": "FFUSDT",
      "regime": "haussier_calme",
      "prix": 0.12287,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.0839,
      "p_lgbm": 0.0715,
      "p_xgb": 0.1163,
      "p_cb": 0.0638,
      "rang_pct": 4.0,
      "vs_median": 0.8,
      "groupe": "elargi"
    },
    {
      "symbole": "COTIUSDT",
      "regime": "haussier_calme",
      "prix": 0.01386,
      "alertes": [],
      "score": 10.6,
      "p_raw": 0.0744,
      "p_lgbm": 0.075,
      "p_xgb": 0.0657,
      "p_cb": 0.0823,
      "rang_pct": 2.0,
      "vs_median": 0.8,
      "groupe": "elargi"
    },
    {
      "symbole": "ZAMAUSDT",
      "regime": "haussier_volatil",
      "prix": 0.07681,
      "alertes": [],
      "score": 10.6,
      "p_raw": 0.0724,
      "p_lgbm": 0.0536,
      "p_xgb": 0.0918,
      "p_cb": 0.0717,
      "rang_pct": 1.0,
      "vs_median": 0.8,
      "groupe": "elargi"
    },
    {
      "symbole": "SAGAUSDT",
      "regime": "haussier_volatil",
      "prix": 0.0251,
      "alertes": [],
      "score": 8.8,
      "p_raw": 0.0668,
      "p_lgbm": 0.0623,
      "p_xgb": 0.0708,
      "p_cb": 0.0674,
      "rang_pct": 0.0,
      "vs_median": 0.7,
      "groupe": "elargi"
    }
  ],
  "classement_short": [
    {
      "symbole": "TRXUSDT",
      "regime": "baissier",
      "prix": 0.3348,
      "alertes": [],
      "score": 28.2,
      "p_raw": 0.2742,
      "p_lgbm": 0.2611,
      "p_xgb": 0.2952,
      "p_cb": 0.2664,
      "rang_pct": 100.0,
      "vs_median": 1.7,
      "groupe": "historique"
    },
    {
      "symbole": "ASTERUSDT",
      "regime": "haussier_calme",
      "prix": 0.7411,
      "alertes": [],
      "score": 28.2,
      "p_raw": 0.2115,
      "p_lgbm": 0.2063,
      "p_xgb": 0.2168,
      "p_cb": 0.2114,
      "rang_pct": 99.0,
      "vs_median": 1.7,
      "groupe": "elargi"
    },
    {
      "symbole": "ZROUSDT",
      "regime": "haussier_volatil",
      "prix": 1.804,
      "alertes": [],
      "score": 27.3,
      "p_raw": 0.2019,
      "p_lgbm": 0.1619,
      "p_xgb": 0.227,
      "p_cb": 0.217,
      "rang_pct": 98.0,
      "vs_median": 1.6,
      "groupe": "elargi"
    },
    {
      "symbole": "OPUSDT",
      "regime": "haussier_volatil",
      "prix": 0.1281,
      "alertes": [],
      "score": 25.0,
      "p_raw": 0.1977,
      "p_lgbm": 0.2117,
      "p_xgb": 0.2104,
      "p_cb": 0.1709,
      "rang_pct": 96.0,
      "vs_median": 1.5,
      "groupe": "historique"
    },
    {
      "symbole": "TIAUSDT",
      "regime": "haussier_volatil",
      "prix": 0.4285,
      "alertes": [],
      "score": 25.0,
      "p_raw": 0.1977,
      "p_lgbm": 0.2037,
      "p_xgb": 0.201,
      "p_cb": 0.1885,
      "rang_pct": 95.0,
      "vs_median": 1.5,
      "groupe": "historique"
    },
    {
      "symbole": "JSTUSDT",
      "regime": "haussier_calme",
      "prix": 0.13103,
      "alertes": [],
      "score": 22.8,
      "p_raw": 0.1965,
      "p_lgbm": 0.146,
      "p_xgb": 0.2239,
      "p_cb": 0.2196,
      "rang_pct": 94.0,
      "vs_median": 1.3,
      "groupe": "elargi"
    },
    {
      "symbole": "BTCUSDT",
      "regime": "haussier_calme",
      "prix": 84880.05,
      "alertes": [],
      "score": 22.8,
      "p_raw": 0.1963,
      "p_lgbm": 0.1449,
      "p_xgb": 0.2228,
      "p_cb": 0.221,
      "rang_pct": 92.0,
      "vs_median": 1.3,
      "groupe": "historique"
    },
    {
      "symbole": "POLUSDT",
      "regime": "haussier_volatil",
      "prix": 0.10778,
      "alertes": [],
      "score": 22.5,
      "p_raw": 0.1875,
      "p_lgbm": 0.1871,
      "p_xgb": 0.1988,
      "p_cb": 0.1765,
      "rang_pct": 91.0,
      "vs_median": 1.3,
      "groupe": "elargi"
    },
    {
      "symbole": "AAVEUSDT",
      "regime": "haussier_calme",
      "prix": 171.44,
      "alertes": [],
      "score": 22.5,
      "p_raw": 0.1864,
      "p_lgbm": 0.1088,
      "p_xgb": 0.2557,
      "p_cb": 0.1947,
      "rang_pct": 90.0,
      "vs_median": 1.3,
      "groupe": "historique"
    },
    {
      "symbole": "TRUMPUSDT",
      "regime": "haussier_calme",
      "prix": 2.06,
      "alertes": [],
      "score": 22.5,
      "p_raw": 0.1861,
      "p_lgbm": 0.1843,
      "p_xgb": 0.1923,
      "p_cb": 0.1815,
      "rang_pct": 89.0,
      "vs_median": 1.3,
      "groupe": "elargi"
    },
    {
      "symbole": "ATOMUSDT",
      "regime": "haussier_volatil",
      "prix": 1.708,
      "alertes": [],
      "score": 22.5,
      "p_raw": 0.183,
      "p_lgbm": 0.1396,
      "p_xgb": 0.2073,
      "p_cb": 0.2023,
      "rang_pct": 88.0,
      "vs_median": 1.3,
      "groupe": "historique"
    },
    {
      "symbole": "WLFIUSDT",
      "regime": "baissier",
      "prix": 0.056,
      "alertes": [],
      "score": 21.4,
      "p_raw": 0.1809,
      "p_lgbm": 0.1189,
      "p_xgb": 0.2024,
      "p_cb": 0.2213,
      "rang_pct": 86.0,
      "vs_median": 1.3,
      "groupe": "elargi"
    },
    {
      "symbole": "LDOUSDT",
      "regime": "haussier_volatil",
      "prix": 0.4382,
      "alertes": [],
      "score": 20.8,
      "p_raw": 0.1754,
      "p_lgbm": 0.1981,
      "p_xgb": 0.1653,
      "p_cb": 0.1627,
      "rang_pct": 85.0,
      "vs_median": 1.2,
      "groupe": "elargi"
    },
    {
      "symbole": "ACEUSDT",
      "regime": "haussier_calme",
      "prix": 0.1851,
      "alertes": [],
      "score": 20.8,
      "p_raw": 0.1742,
      "p_lgbm": 0.1476,
      "p_xgb": 0.1917,
      "p_cb": 0.1831,
      "rang_pct": 84.0,
      "vs_median": 1.2,
      "groupe": "elargi"
    },
    {
      "symbole": "ZECUSDT",
      "regime": "haussier_calme",
      "prix": 1335.56,
      "alertes": [],
      "score": 20.8,
      "p_raw": 0.1718,
      "p_lgbm": 0.1609,
      "p_xgb": 0.1788,
      "p_cb": 0.1755,
      "rang_pct": 82.0,
      "vs_median": 1.2,
      "groupe": "elargi"
    },
    {
      "symbole": "EIGENUSDT",
      "regime": "haussier_calme",
      "prix": 0.2468,
      "alertes": [],
      "score": 20.8,
      "p_raw": 0.1687,
      "p_lgbm": 0.16,
      "p_xgb": 0.1759,
      "p_cb": 0.1703,
      "rang_pct": 81.0,
      "vs_median": 1.2,
      "groupe": "elargi"
    },
    {
      "symbole": "HEMIUSDT",
      "regime": "baissier",
      "prix": 0.00645,
      "alertes": [],
      "score": 20.8,
      "p_raw": 0.1655,
      "p_lgbm": 0.1274,
      "p_xgb": 0.1827,
      "p_cb": 0.1864,
      "rang_pct": 80.0,
      "vs_median": 1.2,
      "groupe": "elargi"
    },
    {
      "symbole": "PENDLEUSDT",
      "regime": "haussier_volatil",
      "prix": 2.374,
      "alertes": [],
      "score": 20.8,
      "p_raw": 0.1655,
      "p_lgbm": 0.1434,
      "p_xgb": 0.1884,
      "p_cb": 0.1647,
      "rang_pct": 79.0,
      "vs_median": 1.2,
      "groupe": "elargi"
    },
    {
      "symbole": "DOTUSDT",
      "regime": "haussier_volatil",
      "prix": 1.176,
      "alertes": [],
      "score": 20.8,
      "p_raw": 0.165,
      "p_lgbm": 0.1381,
      "p_xgb": 0.1914,
      "p_cb": 0.1655,
      "rang_pct": 78.0,
      "vs_median": 1.2,
      "groupe": "historique"
    },
    {
      "symbole": "XRPUSDT",
      "regime": "haussier_volatil",
      "prix": 1.4939,
      "alertes": [],
      "score": 20.8,
      "p_raw": 0.1646,
      "p_lgbm": 0.1221,
      "p_xgb": 0.1705,
      "p_cb": 0.2014,
      "rang_pct": 76.0,
      "vs_median": 1.2,
      "groupe": "historique"
    },
    {
      "symbole": "BNBUSDT",
      "regime": "haussier_calme",
      "prix": 771.75,
      "alertes": [],
      "score": 20.8,
      "p_raw": 0.1642,
      "p_lgbm": 0.1114,
      "p_xgb": 0.1867,
      "p_cb": 0.1946,
      "rang_pct": 75.0,
      "vs_median": 1.2,
      "groupe": "historique"
    },
    {
      "symbole": "ETHUSDT",
      "regime": "haussier_calme",
      "prix": 2706.42,
      "alertes": [],
      "score": 20.8,
      "p_raw": 0.1638,
      "p_lgbm": 0.1037,
      "p_xgb": 0.183,
      "p_cb": 0.2049,
      "rang_pct": 74.0,
      "vs_median": 1.2,
      "groupe": "historique"
    },
    {
      "symbole": "SOLUSDT",
      "regime": "haussier_calme",
      "prix": 118.41,
      "alertes": [],
      "score": 20.8,
      "p_raw": 0.1634,
      "p_lgbm": 0.1179,
      "p_xgb": 0.1784,
      "p_cb": 0.194,
      "rang_pct": 72.0,
      "vs_median": 1.2,
      "groupe": "historique"
    },
    {
      "symbole": "VIRTUALUSDT",
      "regime": "haussier_calme",
      "prix": 0.7833,
      "alertes": [],
      "score": 20.8,
      "p_raw": 0.1633,
      "p_lgbm": 0.15,
      "p_xgb": 0.171,
      "p_cb": 0.1689,
      "rang_pct": 71.0,
      "vs_median": 1.2,
      "groupe": "elargi"
    },
    {
      "symbole": "STXUSDT",
      "regime": "haussier_volatil",
      "prix": 0.3739,
      "alertes": [],
      "score": 20.8,
      "p_raw": 0.1621,
      "p_lgbm": 0.1226,
      "p_xgb": 0.1818,
      "p_cb": 0.1819,
      "rang_pct": 70.0,
      "vs_median": 1.2,
      "groupe": "historique"
    },
    {
      "symbole": "DEXEUSDT",
      "regime": "baissier",
      "prix": 1.906,
      "alertes": [],
      "score": 20.8,
      "p_raw": 0.161,
      "p_lgbm": 0.1281,
      "p_xgb": 0.1736,
      "p_cb": 0.1813,
      "rang_pct": 69.0,
      "vs_median": 1.2,
      "groupe": "elargi"
    },
    {
      "symbole": "ALGOUSDT",
      "regime": "haussier_volatil",
      "prix": 0.1226,
      "alertes": [],
      "score": 20.8,
      "p_raw": 0.1598,
      "p_lgbm": 0.1377,
      "p_xgb": 0.1766,
      "p_cb": 0.165,
      "rang_pct": 68.0,
      "vs_median": 1.2,
      "groupe": "historique"
    },
    {
      "symbole": "XLMUSDT",
      "regime": "haussier_calme",
      "prix": 0.2191,
      "alertes": [],
      "score": 20.8,
      "p_raw": 0.1598,
      "p_lgbm": 0.1167,
      "p_xgb": 0.1765,
      "p_cb": 0.1861,
      "rang_pct": 66.0,
      "vs_median": 1.2,
      "groupe": "elargi"
    },
    {
      "symbole": "SHIBUSDT",
      "regime": "haussier_calme",
      "prix": 5.79e-06,
      "alertes": [],
      "score": 20.8,
      "p_raw": 0.1594,
      "p_lgbm": 0.1145,
      "p_xgb": 0.1638,
      "p_cb": 0.1998,
      "rang_pct": 65.0,
      "vs_median": 1.2,
      "groupe": "elargi"
    },
    {
      "symbole": "GIGGLEUSDT",
      "regime": "haussier_calme",
      "prix": 37.21,
      "alertes": [
        "Funding extrême positif (z = +2.4) : positions haussières encombrées — volatilité historiquement ×1,5 sur 3 j"
      ],
      "score": 20.8,
      "p_raw": 0.1593,
      "p_lgbm": 0.1316,
      "p_xgb": 0.1767,
      "p_cb": 0.1696,
      "rang_pct": 64.0,
      "vs_median": 1.2,
      "groupe": "elargi"
    },
    {
      "symbole": "FETUSDT",
      "regime": "haussier_volatil",
      "prix": 0.2304,
      "alertes": [],
      "score": 17.0,
      "p_raw": 0.1584,
      "p_lgbm": 0.1441,
      "p_xgb": 0.165,
      "p_cb": 0.1663,
      "rang_pct": 62.0,
      "vs_median": 1.0,
      "groupe": "historique"
    },
    {
      "symbole": "FILUSDT",
      "regime": "haussier_volatil",
      "prix": 1.0204,
      "alertes": [],
      "score": 17.0,
      "p_raw": 0.1572,
      "p_lgbm": 0.1571,
      "p_xgb": 0.1546,
      "p_cb": 0.16,
      "rang_pct": 61.0,
      "vs_median": 1.0,
      "groupe": "historique"
    },
    {
      "symbole": "PENGUUSDT",
      "regime": "haussier_volatil",
      "prix": 0.009452,
      "alertes": [],
      "score": 17.0,
      "p_raw": 0.1566,
      "p_lgbm": 0.1666,
      "p_xgb": 0.1444,
      "p_cb": 0.1589,
      "rang_pct": 60.0,
      "vs_median": 1.0,
      "groupe": "elargi"
    },
    {
      "symbole": "LTCUSDT",
      "regime": "haussier_volatil",
      "prix": 68.12,
      "alertes": [],
      "score": 17.0,
      "p_raw": 0.1554,
      "p_lgbm": 0.1239,
      "p_xgb": 0.164,
      "p_cb": 0.1783,
      "rang_pct": 59.0,
      "vs_median": 1.0,
      "groupe": "historique"
    },
    {
      "symbole": "HBARUSDT",
      "regime": "haussier_volatil",
      "prix": 0.10265,
      "alertes": [],
      "score": 17.0,
      "p_raw": 0.1551,
      "p_lgbm": 0.1443,
      "p_xgb": 0.1569,
      "p_cb": 0.1642,
      "rang_pct": 58.0,
      "vs_median": 1.0,
      "groupe": "elargi"
    },
    {
      "symbole": "ETCUSDT",
      "regime": "haussier_volatil",
      "prix": 8.88,
      "alertes": [],
      "score": 17.0,
      "p_raw": 0.1549,
      "p_lgbm": 0.121,
      "p_xgb": 0.1724,
      "p_cb": 0.1712,
      "rang_pct": 56.0,
      "vs_median": 1.0,
      "groupe": "historique"
    },
    {
      "symbole": "APTUSDT",
      "regime": "haussier_volatil",
      "prix": 0.7762,
      "alertes": [],
      "score": 17.0,
      "p_raw": 0.1541,
      "p_lgbm": 0.157,
      "p_xgb": 0.1485,
      "p_cb": 0.1567,
      "rang_pct": 55.0,
      "vs_median": 1.0,
      "groupe": "historique"
    },
    {
      "symbole": "ADAUSDT",
      "regime": "haussier_calme",
      "prix": 0.2464,
      "alertes": [],
      "score": 17.0,
      "p_raw": 0.1533,
      "p_lgbm": 0.0996,
      "p_xgb": 0.181,
      "p_cb": 0.1793,
      "rang_pct": 54.0,
      "vs_median": 1.0,
      "groupe": "historique"
    },
    {
      "symbole": "GRAMUSDT",
      "regime": "haussier_volatil",
      "prix": 1.575,
      "alertes": [],
      "score": 17.0,
      "p_raw": 0.1532,
      "p_lgbm": 0.1134,
      "p_xgb": 0.1706,
      "p_cb": 0.1755,
      "rang_pct": 52.0,
      "vs_median": 1.0,
      "groupe": "elargi"
    },
    {
      "symbole": "LINKUSDT",
      "regime": "haussier_volatil",
      "prix": 14.386,
      "alertes": [],
      "score": 17.0,
      "p_raw": 0.1521,
      "p_lgbm": 0.1079,
      "p_xgb": 0.1666,
      "p_cb": 0.1819,
      "rang_pct": 51.0,
      "vs_median": 1.0,
      "groupe": "historique"
    },
    {
      "symbole": "CRVUSDT",
      "regime": "haussier_volatil",
      "prix": 0.3742,
      "alertes": [],
      "score": 17.0,
      "p_raw": 0.152,
      "p_lgbm": 0.1193,
      "p_xgb": 0.1674,
      "p_cb": 0.1694,
      "rang_pct": 50.0,
      "vs_median": 1.0,
      "groupe": "elargi"
    },
    {
      "symbole": "MORPHOUSDT",
      "regime": "haussier_volatil",
      "prix": 2.583,
      "alertes": [],
      "score": 17.0,
      "p_raw": 0.1516,
      "p_lgbm": 0.1332,
      "p_xgb": 0.1708,
      "p_cb": 0.1507,
      "rang_pct": 49.0,
      "vs_median": 1.0,
      "groupe": "elargi"
    },
    {
      "symbole": "CAKEUSDT",
      "regime": "haussier_volatil",
      "prix": 2.565,
      "alertes": [],
      "score": 17.0,
      "p_raw": 0.1474,
      "p_lgbm": 0.1164,
      "p_xgb": 0.1462,
      "p_cb": 0.1795,
      "rang_pct": 48.0,
      "vs_median": 1.0,
      "groupe": "elargi"
    },
    {
      "symbole": "INJUSDT",
      "regime": "haussier_volatil",
      "prix": 7.361,
      "alertes": [],
      "score": 13.5,
      "p_raw": 0.1464,
      "p_lgbm": 0.1383,
      "p_xgb": 0.1474,
      "p_cb": 0.1536,
      "rang_pct": 46.0,
      "vs_median": 0.8,
      "groupe": "historique"
    },
    {
      "symbole": "ETHFIUSDT",
      "regime": "haussier_volatil",
      "prix": 0.7259,
      "alertes": [],
      "score": 13.5,
      "p_raw": 0.1456,
      "p_lgbm": 0.1363,
      "p_xgb": 0.1443,
      "p_cb": 0.1561,
      "rang_pct": 45.0,
      "vs_median": 0.8,
      "groupe": "elargi"
    },
    {
      "symbole": "CHIPUSDT",
      "regime": "haussier_calme",
      "prix": 0.04262,
      "alertes": [],
      "score": 13.5,
      "p_raw": 0.1446,
      "p_lgbm": 0.1375,
      "p_xgb": 0.1404,
      "p_cb": 0.156,
      "rang_pct": 44.0,
      "vs_median": 0.8,
      "groupe": "elargi"
    },
    {
      "symbole": "DOGEUSDT",
      "regime": "haussier_volatil",
      "prix": 0.09437,
      "alertes": [],
      "score": 13.5,
      "p_raw": 0.1438,
      "p_lgbm": 0.1014,
      "p_xgb": 0.1474,
      "p_cb": 0.1826,
      "rang_pct": 42.0,
      "vs_median": 0.8,
      "groupe": "historique"
    },
    {
      "symbole": "PLUMEUSDT",
      "regime": "haussier_volatil",
      "prix": 0.01839,
      "alertes": [
        "Funding extrême négatif (z = -2.4) : positions baissières encombrées — volatilité historiquement ×1,2 sur 24 h",
        "Compression de volatilité en cassure (largeur de Bollinger au percentile 1 + volume ×2.1) — expansion historiquement ×1,7 sur 24 h"
      ],
      "score": 13.5,
      "p_raw": 0.1424,
      "p_lgbm": 0.1233,
      "p_xgb": 0.1313,
      "p_cb": 0.1726,
      "rang_pct": 41.0,
      "vs_median": 0.8,
      "groupe": "elargi"
    },
    {
      "symbole": "WLDUSDT",
      "regime": "haussier_calme",
      "prix": 0.5062,
      "alertes": [],
      "score": 13.5,
      "p_raw": 0.1416,
      "p_lgbm": 0.1221,
      "p_xgb": 0.1407,
      "p_cb": 0.1619,
      "rang_pct": 40.0,
      "vs_median": 0.8,
      "groupe": "elargi"
    },
    {
      "symbole": "IMXUSDT",
      "regime": "haussier_volatil",
      "prix": 0.1706,
      "alertes": [],
      "score": 13.5,
      "p_raw": 0.1411,
      "p_lgbm": 0.1228,
      "p_xgb": 0.1485,
      "p_cb": 0.152,
      "rang_pct": 39.0,
      "vs_median": 0.8,
      "groupe": "historique"
    },
    {
      "symbole": "XPLUSDT",
      "regime": "haussier_calme",
      "prix": 0.09619,
      "alertes": [],
      "score": 13.5,
      "p_raw": 0.1397,
      "p_lgbm": 0.1387,
      "p_xgb": 0.1324,
      "p_cb": 0.1481,
      "rang_pct": 38.0,
      "vs_median": 0.8,
      "groupe": "elargi"
    },
    {
      "symbole": "DASHUSDT",
      "regime": "haussier_volatil",
      "prix": 58.25,
      "alertes": [],
      "score": 13.5,
      "p_raw": 0.1394,
      "p_lgbm": 0.1285,
      "p_xgb": 0.1308,
      "p_cb": 0.1588,
      "rang_pct": 36.0,
      "vs_median": 0.8,
      "groupe": "elargi"
    },
    {
      "symbole": "ONDOUSDT",
      "regime": "haussier_volatil",
      "prix": 0.4973,
      "alertes": [],
      "score": 13.5,
      "p_raw": 0.1389,
      "p_lgbm": 0.1132,
      "p_xgb": 0.1446,
      "p_cb": 0.1589,
      "rang_pct": 35.0,
      "vs_median": 0.8,
      "groupe": "elargi"
    },
    {
      "symbole": "ICPUSDT",
      "regime": "haussier_volatil",
      "prix": 3.29,
      "alertes": [],
      "score": 13.5,
      "p_raw": 0.1386,
      "p_lgbm": 0.0949,
      "p_xgb": 0.1656,
      "p_cb": 0.1554,
      "rang_pct": 34.0,
      "vs_median": 0.8,
      "groupe": "elargi"
    },
    {
      "symbole": "JTOUSDT",
      "regime": "haussier_calme",
      "prix": 0.5412,
      "alertes": [],
      "score": 13.5,
      "p_raw": 0.1375,
      "p_lgbm": 0.128,
      "p_xgb": 0.1344,
      "p_cb": 0.15,
      "rang_pct": 32.0,
      "vs_median": 0.8,
      "groupe": "elargi"
    },
    {
      "symbole": "UNIUSDT",
      "regime": "haussier_volatil",
      "prix": 8.983,
      "alertes": [],
      "score": 13.2,
      "p_raw": 0.1332,
      "p_lgbm": 0.1181,
      "p_xgb": 0.1314,
      "p_cb": 0.15,
      "rang_pct": 31.0,
      "vs_median": 0.8,
      "groupe": "historique"
    },
    {
      "symbole": "PEPEUSDT",
      "regime": "haussier_volatil",
      "prix": 4.43e-06,
      "alertes": [],
      "score": 13.2,
      "p_raw": 0.1326,
      "p_lgbm": 0.1142,
      "p_xgb": 0.1342,
      "p_cb": 0.1494,
      "rang_pct": 30.0,
      "vs_median": 0.8,
      "groupe": "historique"
    },
    {
      "symbole": "FFUSDT",
      "regime": "haussier_calme",
      "prix": 0.12287,
      "alertes": [],
      "score": 13.2,
      "p_raw": 0.1312,
      "p_lgbm": 0.0935,
      "p_xgb": 0.129,
      "p_cb": 0.1711,
      "rang_pct": 29.0,
      "vs_median": 0.8,
      "groupe": "elargi"
    },
    {
      "symbole": "AEROUSDT",
      "regime": "haussier_volatil",
      "prix": 0.7911,
      "alertes": [],
      "score": 13.2,
      "p_raw": 0.1307,
      "p_lgbm": 0.1058,
      "p_xgb": 0.1354,
      "p_cb": 0.1509,
      "rang_pct": 28.0,
      "vs_median": 0.8,
      "groupe": "elargi"
    },
    {
      "symbole": "TAOUSDT",
      "regime": "haussier_volatil",
      "prix": 303.4,
      "alertes": [],
      "score": 13.2,
      "p_raw": 0.1303,
      "p_lgbm": 0.104,
      "p_xgb": 0.1334,
      "p_cb": 0.1534,
      "rang_pct": 26.0,
      "vs_median": 0.8,
      "groupe": "elargi"
    },
    {
      "symbole": "PUMPUSDT",
      "regime": "haussier_calme",
      "prix": 0.005826,
      "alertes": [],
      "score": 13.2,
      "p_raw": 0.1275,
      "p_lgbm": 0.1017,
      "p_xgb": 0.1429,
      "p_cb": 0.138,
      "rang_pct": 25.0,
      "vs_median": 0.8,
      "groupe": "elargi"
    },
    {
      "symbole": "AVAXUSDT",
      "regime": "haussier_volatil",
      "prix": 10.99,
      "alertes": [],
      "score": 13.2,
      "p_raw": 0.1252,
      "p_lgbm": 0.0901,
      "p_xgb": 0.1429,
      "p_cb": 0.1424,
      "rang_pct": 24.0,
      "vs_median": 0.8,
      "groupe": "historique"
    },
    {
      "symbole": "SEIUSDT",
      "regime": "haussier_volatil",
      "prix": 0.07049,
      "alertes": [],
      "score": 13.2,
      "p_raw": 0.1248,
      "p_lgbm": 0.1165,
      "p_xgb": 0.1133,
      "p_cb": 0.1446,
      "rang_pct": 22.0,
      "vs_median": 0.8,
      "groupe": "historique"
    },
    {
      "symbole": "ENAUSDT",
      "regime": "haussier_volatil",
      "prix": 0.2432,
      "alertes": [],
      "score": 13.2,
      "p_raw": 0.1242,
      "p_lgbm": 0.1101,
      "p_xgb": 0.1151,
      "p_cb": 0.1475,
      "rang_pct": 21.0,
      "vs_median": 0.8,
      "groupe": "elargi"
    },
    {
      "symbole": "WIFUSDT",
      "regime": "haussier_volatil",
      "prix": 0.2494,
      "alertes": [],
      "score": 13.2,
      "p_raw": 0.1217,
      "p_lgbm": 0.1003,
      "p_xgb": 0.123,
      "p_cb": 0.1416,
      "rang_pct": 20.0,
      "vs_median": 0.8,
      "groupe": "elargi"
    },
    {
      "symbole": "ARBUSDT",
      "regime": "haussier_volatil",
      "prix": 0.1999,
      "alertes": [],
      "score": 13.2,
      "p_raw": 0.1216,
      "p_lgbm": 0.1162,
      "p_xgb": 0.1002,
      "p_cb": 0.1486,
      "rang_pct": 19.0,
      "vs_median": 0.8,
      "groupe": "historique"
    },
    {
      "symbole": "PYTHUSDT",
      "regime": "haussier_volatil",
      "prix": 0.07433,
      "alertes": [],
      "score": 13.2,
      "p_raw": 0.1209,
      "p_lgbm": 0.0911,
      "p_xgb": 0.1216,
      "p_cb": 0.15,
      "rang_pct": 18.0,
      "vs_median": 0.8,
      "groupe": "elargi"
    },
    {
      "symbole": "SUIUSDT",
      "regime": "haussier_volatil",
      "prix": 1.1773,
      "alertes": [],
      "score": 13.2,
      "p_raw": 0.1209,
      "p_lgbm": 0.0804,
      "p_xgb": 0.1506,
      "p_cb": 0.1315,
      "rang_pct": 16.0,
      "vs_median": 0.8,
      "groupe": "historique"
    },
    {
      "symbole": "ARUSDT",
      "regime": "haussier_volatil",
      "prix": 4.299,
      "alertes": [],
      "score": 13.2,
      "p_raw": 0.1185,
      "p_lgbm": 0.1122,
      "p_xgb": 0.1069,
      "p_cb": 0.1364,
      "rang_pct": 15.0,
      "vs_median": 0.8,
      "groupe": "elargi"
    },
    {
      "symbole": "BONKUSDT",
      "regime": "baissier",
      "prix": 3.76e-06,
      "alertes": [],
      "score": 13.2,
      "p_raw": 0.1184,
      "p_lgbm": 0.0925,
      "p_xgb": 0.1202,
      "p_cb": 0.1424,
      "rang_pct": 14.0,
      "vs_median": 0.8,
      "groupe": "elargi"
    },
    {
      "symbole": "COTIUSDT",
      "regime": "haussier_calme",
      "prix": 0.01386,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.1147,
      "p_lgbm": 0.0906,
      "p_xgb": 0.0953,
      "p_cb": 0.1582,
      "rang_pct": 12.0,
      "vs_median": 0.7,
      "groupe": "elargi"
    },
    {
      "symbole": "RAYUSDT",
      "regime": "haussier_volatil",
      "prix": 1.8723,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.1146,
      "p_lgbm": 0.1068,
      "p_xgb": 0.0932,
      "p_cb": 0.1439,
      "rang_pct": 11.0,
      "vs_median": 0.7,
      "groupe": "elargi"
    },
    {
      "symbole": "RENDERUSDT",
      "regime": "haussier_volatil",
      "prix": 1.91,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.1136,
      "p_lgbm": 0.0777,
      "p_xgb": 0.1209,
      "p_cb": 0.1421,
      "rang_pct": 10.0,
      "vs_median": 0.7,
      "groupe": "elargi"
    },
    {
      "symbole": "ZAMAUSDT",
      "regime": "haussier_volatil",
      "prix": 0.07681,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.1129,
      "p_lgbm": 0.0998,
      "p_xgb": 0.105,
      "p_cb": 0.134,
      "rang_pct": 9.0,
      "vs_median": 0.7,
      "groupe": "elargi"
    },
    {
      "symbole": "NEARUSDT",
      "regime": "haussier_volatil",
      "prix": 4.809,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.1128,
      "p_lgbm": 0.0896,
      "p_xgb": 0.1126,
      "p_cb": 0.1361,
      "rang_pct": 8.0,
      "vs_median": 0.7,
      "groupe": "historique"
    },
    {
      "symbole": "BCHUSDT",
      "regime": "haussier_volatil",
      "prix": 309.3,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.1045,
      "p_lgbm": 0.0698,
      "p_xgb": 0.1016,
      "p_cb": 0.1421,
      "rang_pct": 6.0,
      "vs_median": 0.7,
      "groupe": "elargi"
    },
    {
      "symbole": "MINAUSDT",
      "regime": "haussier_volatil",
      "prix": 0.1515,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.104,
      "p_lgbm": 0.0841,
      "p_xgb": 0.1051,
      "p_cb": 0.1229,
      "rang_pct": 5.0,
      "vs_median": 0.7,
      "groupe": "elargi"
    },
    {
      "symbole": "TUTUSDT",
      "regime": "haussier_calme",
      "prix": 0.0252,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.1017,
      "p_lgbm": 0.0709,
      "p_xgb": 0.0973,
      "p_cb": 0.1368,
      "rang_pct": 4.0,
      "vs_median": 0.7,
      "groupe": "elargi"
    },
    {
      "symbole": "PROMUSDT",
      "regime": "haussier_calme",
      "prix": 6.497,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.0905,
      "p_lgbm": 0.0496,
      "p_xgb": 0.0929,
      "p_cb": 0.1291,
      "rang_pct": 2.0,
      "vs_median": 0.7,
      "groupe": "elargi"
    },
    {
      "symbole": "STRKUSDT",
      "regime": "haussier_volatil",
      "prix": 0.04184,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.09,
      "p_lgbm": 0.0639,
      "p_xgb": 0.0735,
      "p_cb": 0.1326,
      "rang_pct": 1.0,
      "vs_median": 0.7,
      "groupe": "elargi"
    },
    {
      "symbole": "SAGAUSDT",
      "regime": "haussier_volatil",
      "prix": 0.0251,
      "alertes": [],
      "score": 11.1,
      "p_raw": 0.0844,
      "p_lgbm": 0.0581,
      "p_xgb": 0.0721,
      "p_cb": 0.1229,
      "rang_pct": 0.0,
      "vs_median": 0.7,
      "groupe": "elargi"
    }
  ]
}