{
  "methodology": "Cross-sectional dispersion of OOS model scores (std + top/bottom decile spread). High dispersion = model finds clear winners; low = market hard to separate. Standard factor-research dispersion. Aionis-unique model meta-signal; illustrative, not a research claim.",
  "series": [
    {
      "date": "2024-10-31",
      "n": 1414,
      "std": 0.6212,
      "decile_spread": 1.5578,
      "top_q": 0.249,
      "bot_q": -1.309
    },
    {
      "date": "2024-11-29",
      "n": 1415,
      "std": 0.578,
      "decile_spread": 1.3519,
      "top_q": -0.032,
      "bot_q": -1.384
    },
    {
      "date": "2024-12-31",
      "n": 1416,
      "std": 0.6127,
      "decile_spread": 1.489,
      "top_q": 0.183,
      "bot_q": -1.306
    },
    {
      "date": "2025-01-27",
      "n": 929,
      "std": 0.6613,
      "decile_spread": 1.57,
      "top_q": 0.254,
      "bot_q": -1.316
    },
    {
      "date": "2025-01-31",
      "n": 487,
      "std": 0.5453,
      "decile_spread": 1.2814,
      "top_q": -0.007,
      "bot_q": -1.288
    },
    {
      "date": "2025-02-28",
      "n": 1416,
      "std": 0.6378,
      "decile_spread": 1.6693,
      "top_q": 0.197,
      "bot_q": -1.472
    },
    {
      "date": "2025-03-31",
      "n": 1416,
      "std": 0.4839,
      "decile_spread": 1.1499,
      "top_q": 0.023,
      "bot_q": -1.127
    },
    {
      "date": "2025-04-30",
      "n": 1416,
      "std": 0.5246,
      "decile_spread": 1.1331,
      "top_q": -0.092,
      "bot_q": -1.225
    },
    {
      "date": "2025-05-30",
      "n": 1417,
      "std": 0.4469,
      "decile_spread": 1.0313,
      "top_q": -0.2,
      "bot_q": -1.231
    },
    {
      "date": "2025-06-30",
      "n": 1417,
      "std": 0.5351,
      "decile_spread": 1.3457,
      "top_q": 0.054,
      "bot_q": -1.292
    },
    {
      "date": "2025-07-31",
      "n": 1420,
      "std": 0.4689,
      "decile_spread": 1.1149,
      "top_q": -0.184,
      "bot_q": -1.299
    },
    {
      "date": "2025-08-29",
      "n": 1421,
      "std": 0.5199,
      "decile_spread": 1.2129,
      "top_q": -0.116,
      "bot_q": -1.329
    },
    {
      "date": "2025-09-30",
      "n": 1421,
      "std": 0.4806,
      "decile_spread": 1.0999,
      "top_q": -0.231,
      "bot_q": -1.331
    },
    {
      "date": "2025-10-31",
      "n": 1421,
      "std": 0.536,
      "decile_spread": 1.2471,
      "top_q": -0.121,
      "bot_q": -1.368
    },
    {
      "date": "2025-11-28",
      "n": 1421,
      "std": 0.5745,
      "decile_spread": 1.5349,
      "top_q": 0.284,
      "bot_q": -1.25
    },
    {
      "date": "2025-12-31",
      "n": 1421,
      "std": 0.5134,
      "decile_spread": 1.3385,
      "top_q": 0.053,
      "bot_q": -1.286
    },
    {
      "date": "2026-01-30",
      "n": 1421,
      "std": 0.5642,
      "decile_spread": 1.5688,
      "top_q": -0.042,
      "bot_q": -1.611
    },
    {
      "date": "2026-02-27",
      "n": 1421,
      "std": 0.495,
      "decile_spread": 1.1033,
      "top_q": -0.139,
      "bot_q": -1.242
    },
    {
      "date": "2026-03-31",
      "n": 1421,
      "std": 0.5705,
      "decile_spread": 1.405,
      "top_q": 0.188,
      "bot_q": -1.217
    },
    {
      "date": "2026-04-30",
      "n": 1421,
      "std": 0.5819,
      "decile_spread": 1.4,
      "top_q": 0.184,
      "bot_q": -1.216
    },
    {
      "date": "2026-05-29",
      "n": 1421,
      "std": 0.6205,
      "decile_spread": 1.5365,
      "top_q": 0.267,
      "bot_q": -1.27
    },
    {
      "date": "2026-06-30",
      "n": 1421,
      "std": 0.6417,
      "decile_spread": 1.6206,
      "top_q": 0.441,
      "bot_q": -1.18
    },
    {
      "date": "2026-07-31",
      "n": 929,
      "std": 0.662,
      "decile_spread": 1.5549,
      "top_q": 0.452,
      "bot_q": -1.103
    },
    {
      "date": "2026-08-03",
      "n": 929,
      "std": 0.6752,
      "decile_spread": 1.5733,
      "top_q": 0.452,
      "bot_q": -1.121
    }
  ],
  "latest": {
    "date": "2026-08-03",
    "n": 929,
    "std": 0.6752,
    "decile_spread": 1.5733,
    "top_q": 0.452,
    "bot_q": -1.121
  },
  "conviction": "high",
  "trailing_std_mean": 0.5763,
  "snapshot_ts": "2026-10-16T11:01:26.159578+00:00"
}