{
 "_contract": "Completion yield per (card, day) for one operator's fleet. completion_yield = completed / started, the ratio the source lifecycle records themselves publish and name. Cells backed by fewer than 2 distinct physical cards are suppressed and listed under `suppressed`. NOT a measured improvement: the deck ran on this fleet throughout the window, so there is no before/after and none is claimed.",
 "coverage": {
  "firstDate": "2026-08-20",
  "lastDate": "2026-09-04",
  "days_present": [
   "2026-08-20",
   "2026-08-21",
   "2026-08-22",
   "2026-08-23",
   "2026-08-24",
   "2026-08-26",
   "2026-08-27",
   "2026-08-28",
   "2026-08-29",
   "2026-08-30",
   "2026-08-31",
   "2026-09-01",
   "2026-09-02",
   "2026-09-03",
   "2026-09-04"
  ],
  "snapshots_absent_from_archive": [
   "2026-08-25"
  ],
  "_absent_note": "a date with no snapshot FILE. Not a claim that the fleet ran no work that day - only that no snapshot was archived for it."
 },
 "operator_count": 1,
 "replication_floor_physical_cards": 2,
 "cards_published": [
  "GeForce RTX 4080",
  "GeForce RTX 5090"
 ],
 "cards_suppressed": [
  "GeForce RTX 3080",
  "GeForce RTX 5070 Ti"
 ],
 "snapshot_semantics": "Each row is an ARCHIVED SNAPSHOT named by its file date, not a closed calendar day. The producer writes a rolling window - window_start_utc to window_end_utc, effective_hours_min/max - sampled at whatever time the snapshot ran. Consecutive snapshots can OVERLAP, in which case the same completions appear in two rows and the rows are not independent observations. `overlapping_snapshots` lists every such pair. Do not read these as an evenly-spaced time series.",
 "overlapping_snapshots": [
  {
   "gpu": "GeForce RTX 3080",
   "earlier": "2026-08-21",
   "later": "2026-08-22",
   "later_starts": "2026-08-21T08:06:31Z",
   "earlier_ends": "2026-08-21T22:57:18Z"
  },
  {
   "gpu": "GeForce RTX 3080",
   "earlier": "2026-08-26",
   "later": "2026-08-27",
   "later_starts": "2026-08-26T05:09:20Z",
   "earlier_ends": "2026-08-26T15:13:03Z"
  },
  {
   "gpu": "GeForce RTX 4080",
   "earlier": "2026-08-21",
   "later": "2026-08-22",
   "later_starts": "2026-08-21T08:05:44Z",
   "earlier_ends": "2026-08-21T22:57:18Z"
  },
  {
   "gpu": "GeForce RTX 4080",
   "earlier": "2026-08-26",
   "later": "2026-08-27",
   "later_starts": "2026-08-26T05:09:20Z",
   "earlier_ends": "2026-08-26T15:13:03Z"
  },
  {
   "gpu": "GeForce RTX 5070 Ti",
   "earlier": "2026-08-21",
   "later": "2026-08-22",
   "later_starts": "2026-08-21T08:06:19Z",
   "earlier_ends": "2026-08-21T22:57:18Z"
  },
  {
   "gpu": "GeForce RTX 5070 Ti",
   "earlier": "2026-08-26",
   "later": "2026-08-27",
   "later_starts": "2026-08-26T05:13:03Z",
   "earlier_ends": "2026-08-26T15:13:03Z"
  },
  {
   "gpu": "GeForce RTX 5090",
   "earlier": "2026-08-20",
   "later": "2026-08-21",
   "later_starts": "2026-08-20T22:57:13Z",
   "earlier_ends": "2026-08-20T23:55:56Z"
  },
  {
   "gpu": "GeForce RTX 5090",
   "earlier": "2026-08-21",
   "later": "2026-08-22",
   "later_starts": "2026-08-21T08:05:04Z",
   "earlier_ends": "2026-08-21T22:57:18Z"
  },
  {
   "gpu": "GeForce RTX 5090",
   "earlier": "2026-08-26",
   "later": "2026-08-27",
   "later_starts": "2026-08-26T05:08:15Z",
   "earlier_ends": "2026-08-26T15:13:03Z"
  },
  {
   "gpu": "GeForce RTX 5090",
   "earlier": "2026-08-28",
   "later": "2026-08-29",
   "later_starts": "2026-08-28T10:42:18Z",
   "earlier_ends": "2026-08-28T11:36:38Z"
  }
 ],
 "fleet_realized_network_yield": {
  "fleet_id": "reference-fleet",
  "_contract": "REALIZED NETWORK YIELD for one operator's fleet, over snapshots whose measurement windows do not overlap. Composition-dependent by construction: it moves when work shifts between a higher- and a lower-yielding lane even though no card's behaviour changed. It is NOT a property of any card and must never be read as one - the per-card cells are the only hardware statement this record makes.",
  "snapshots_used": [
   "2026-08-20",
   "2026-08-22",
   "2026-08-23",
   "2026-08-24",
   "2026-08-26",
   "2026-08-28",
   "2026-08-30",
   "2026-08-31",
   "2026-09-01",
   "2026-09-02",
   "2026-09-03",
   "2026-09-04"
  ],
  "snapshots_excluded_overlapping": [
   "2026-08-21",
   "2026-08-27",
   "2026-08-29"
  ],
  "exclusion_reason": "windows overlap an included snapshot, so their completions are already counted; summing them would double-count real work",
  "started": 54855,
  "completed": 50746,
  "realized_yield_pct": 92.5,
  "cards_in_scope": [
   "GeForce RTX 3080",
   "GeForce RTX 4080",
   "GeForce RTX 5070 Ti",
   "GeForce RTX 5090"
  ],
  "scope_note": "EVERY card the fleet ran in these snapshots, including cards whose per-card cells are suppressed by the two-card replication floor. That floor governs per-card hardware inference; a fleet total that excluded a card because it runs on one lane would report a fleet the operator does not have."
 },
 "suppressed_cells": [
  {
   "day": "2026-08-20",
   "gpu": "GeForce RTX 3080",
   "physical_gpu_count": 1,
   "started": 302,
   "completed": 249,
   "reason": "below_replication_floor"
  },
  {
   "day": "2026-08-20",
   "gpu": "GeForce RTX 5070 Ti",
   "physical_gpu_count": 1,
   "started": 718,
   "completed": 533,
   "reason": "below_replication_floor"
  },
  {
   "day": "2026-08-21",
   "gpu": "GeForce RTX 3080",
   "physical_gpu_count": 1,
   "started": 544,
   "completed": 425,
   "reason": "below_replication_floor"
  },
  {
   "day": "2026-08-21",
   "gpu": "GeForce RTX 5070 Ti",
   "physical_gpu_count": 1,
   "started": 473,
   "completed": 317,
   "reason": "below_replication_floor"
  },
  {
   "day": "2026-08-22",
   "gpu": "GeForce RTX 3080",
   "physical_gpu_count": 1,
   "started": 566,
   "completed": 456,
   "reason": "below_replication_floor"
  },
  {
   "day": "2026-08-22",
   "gpu": "GeForce RTX 5070 Ti",
   "physical_gpu_count": 1,
   "started": 557,
   "completed": 378,
   "reason": "below_replication_floor"
  },
  {
   "day": "2026-08-23",
   "gpu": "GeForce RTX 3080",
   "physical_gpu_count": 1,
   "started": 615,
   "completed": 539,
   "reason": "below_replication_floor"
  },
  {
   "day": "2026-08-23",
   "gpu": "GeForce RTX 5070 Ti",
   "physical_gpu_count": 1,
   "started": 620,
   "completed": 540,
   "reason": "below_replication_floor"
  },
  {
   "day": "2026-08-24",
   "gpu": "GeForce RTX 3080",
   "physical_gpu_count": 1,
   "started": 93,
   "completed": 71,
   "reason": "below_replication_floor"
  },
  {
   "day": "2026-08-24",
   "gpu": "GeForce RTX 5070 Ti",
   "physical_gpu_count": 1,
   "started": 62,
   "completed": 55,
   "reason": "below_replication_floor"
  },
  {
   "day": "2026-08-26",
   "gpu": "GeForce RTX 3080",
   "physical_gpu_count": 1,
   "started": 836,
   "completed": 709,
   "reason": "below_replication_floor"
  },
  {
   "day": "2026-08-26",
   "gpu": "GeForce RTX 5070 Ti",
   "physical_gpu_count": 1,
   "started": 671,
   "completed": 534,
   "reason": "below_replication_floor"
  },
  {
   "day": "2026-08-27",
   "gpu": "GeForce RTX 3080",
   "physical_gpu_count": 1,
   "started": 833,
   "completed": 685,
   "reason": "below_replication_floor"
  },
  {
   "day": "2026-08-27",
   "gpu": "GeForce RTX 5070 Ti",
   "physical_gpu_count": 1,
   "started": 704,
   "completed": 538,
   "reason": "below_replication_floor"
  },
  {
   "day": "2026-08-28",
   "gpu": "GeForce RTX 3080",
   "physical_gpu_count": 1,
   "started": 149,
   "completed": 129,
   "reason": "below_replication_floor"
  },
  {
   "day": "2026-08-28",
   "gpu": "GeForce RTX 5070 Ti",
   "physical_gpu_count": 1,
   "started": 111,
   "completed": 103,
   "reason": "below_replication_floor"
  },
  {
   "day": "2026-08-29",
   "gpu": "GeForce RTX 3080",
   "physical_gpu_count": 1,
   "started": 606,
   "completed": 513,
   "reason": "below_replication_floor"
  },
  {
   "day": "2026-08-29",
   "gpu": "GeForce RTX 5070 Ti",
   "physical_gpu_count": 1,
   "started": 791,
   "completed": 713,
   "reason": "below_replication_floor"
  },
  {
   "day": "2026-08-30",
   "gpu": "GeForce RTX 3080",
   "physical_gpu_count": 1,
   "started": 14,
   "completed": 9,
   "reason": "below_replication_floor"
  },
  {
   "day": "2026-08-30",
   "gpu": "GeForce RTX 5070 Ti",
   "physical_gpu_count": 1,
   "started": 77,
   "completed": 62,
   "reason": "below_replication_floor"
  },
  {
   "day": "2026-08-31",
   "gpu": "GeForce RTX 3080",
   "physical_gpu_count": 1,
   "started": 468,
   "completed": 406,
   "reason": "below_replication_floor"
  },
  {
   "day": "2026-08-31",
   "gpu": "GeForce RTX 5070 Ti",
   "physical_gpu_count": 1,
   "started": 606,
   "completed": 544,
   "reason": "below_replication_floor"
  },
  {
   "day": "2026-09-01",
   "gpu": "GeForce RTX 3080",
   "physical_gpu_count": 1,
   "started": 233,
   "completed": 195,
   "reason": "below_replication_floor"
  },
  {
   "day": "2026-09-01",
   "gpu": "GeForce RTX 5070 Ti",
   "physical_gpu_count": 1,
   "started": 52,
   "completed": 46,
   "reason": "below_replication_floor"
  },
  {
   "day": "2026-09-02",
   "gpu": "GeForce RTX 3080",
   "physical_gpu_count": 1,
   "started": 93,
   "completed": 78,
   "reason": "below_replication_floor"
  },
  {
   "day": "2026-09-02",
   "gpu": "GeForce RTX 5070 Ti",
   "physical_gpu_count": 1,
   "started": 180,
   "completed": 163,
   "reason": "below_replication_floor"
  },
  {
   "day": "2026-09-03",
   "gpu": "GeForce RTX 3080",
   "physical_gpu_count": 1,
   "started": 1087,
   "completed": 991,
   "reason": "below_replication_floor"
  },
  {
   "day": "2026-09-03",
   "gpu": "GeForce RTX 5070 Ti",
   "physical_gpu_count": 1,
   "started": 450,
   "completed": 428,
   "reason": "below_replication_floor"
  },
  {
   "day": "2026-09-04",
   "gpu": "GeForce RTX 3080",
   "physical_gpu_count": 1,
   "started": 88,
   "completed": 67,
   "reason": "below_replication_floor"
  },
  {
   "day": "2026-09-04",
   "gpu": "GeForce RTX 5070 Ti",
   "physical_gpu_count": 1,
   "started": 23,
   "completed": 23,
   "reason": "below_replication_floor"
  }
 ],
 "excluded_fields": {
  "occupied_attempts": "not published: occupied_attempts - started - occupied_terminated ranges -177 to +181 across the archive, so it is a differently scoped counter and any rate over it has a denominator we cannot define",
  "occupied_terminated": "not published: see occupied_attempts"
 },
 "rows": [
  {
   "fleet_id": "reference-fleet",
   "day": "2026-08-20",
   "gpu": "GeForce RTX 3080",
   "physical_gpu_count": 1,
   "started": 302,
   "completed": 249,
   "failed": 2,
   "completion_yield_pct": "",
   "meets_replication_floor": "false",
   "operator_count": 1,
   "window_start_utc": "2026-08-20T16:45:11Z",
   "window_end_utc": "2026-08-20T23:55:56Z",
   "effective_hours_min": "9.18",
   "effective_hours_max": "9.18"
  },
  {
   "fleet_id": "reference-fleet",
   "day": "2026-08-20",
   "gpu": "GeForce RTX 4080",
   "physical_gpu_count": 2,
   "started": 2127,
   "completed": 1904,
   "failed": 4,
   "completion_yield_pct": "89.5",
   "meets_replication_floor": "true",
   "operator_count": 1,
   "window_start_utc": "2026-08-19T23:55:55Z",
   "window_end_utc": "2026-08-20T23:55:56Z",
   "effective_hours_min": "24.00",
   "effective_hours_max": "24.00"
  },
  {
   "fleet_id": "reference-fleet",
   "day": "2026-08-20",
   "gpu": "GeForce RTX 5070 Ti",
   "physical_gpu_count": 1,
   "started": 718,
   "completed": 533,
   "failed": 3,
   "completion_yield_pct": "",
   "meets_replication_floor": "false",
   "operator_count": 1,
   "window_start_utc": "2026-08-19T23:57:11Z",
   "window_end_utc": "2026-08-20T23:55:56Z",
   "effective_hours_min": "24.00",
   "effective_hours_max": "24.00"
  },
  {
   "fleet_id": "reference-fleet",
   "day": "2026-08-20",
   "gpu": "GeForce RTX 5090",
   "physical_gpu_count": 6,
   "started": 3997,
   "completed": 3786,
   "failed": 16,
   "completion_yield_pct": "94.7",
   "meets_replication_floor": "true",
   "operator_count": 1,
   "window_start_utc": "2026-08-20T04:18:09Z",
   "window_end_utc": "2026-08-20T23:55:56Z",
   "effective_hours_min": "3.16",
   "effective_hours_max": "21.63"
  },
  {
   "fleet_id": "reference-fleet",
   "day": "2026-08-21",
   "gpu": "GeForce RTX 3080",
   "physical_gpu_count": 1,
   "started": 544,
   "completed": 425,
   "failed": 5,
   "completion_yield_pct": "",
   "meets_replication_floor": "false",
   "operator_count": 1,
   "window_start_utc": "2026-08-21T03:35:55Z",
   "window_end_utc": "2026-08-21T22:57:18Z",
   "effective_hours_min": "21.36",
   "effective_hours_max": "21.36"
  },
  {
   "fleet_id": "reference-fleet",
   "day": "2026-08-21",
   "gpu": "GeForce RTX 4080",
   "physical_gpu_count": 2,
   "started": 1547,
   "completed": 1315,
   "failed": 3,
   "completion_yield_pct": "85.0",
   "meets_replication_floor": "true",
   "operator_count": 1,
   "window_start_utc": "2026-08-21T03:26:32Z",
   "window_end_utc": "2026-08-21T22:57:18Z",
   "effective_hours_min": "21.34",
   "effective_hours_max": "21.51"
  },
  {
   "fleet_id": "reference-fleet",
   "day": "2026-08-21",
   "gpu": "GeForce RTX 5070 Ti",
   "physical_gpu_count": 1,
   "started": 473,
   "completed": 317,
   "failed": 0,
   "completion_yield_pct": "",
   "meets_replication_floor": "false",
   "operator_count": 1,
   "window_start_utc": "2026-08-21T04:06:52Z",
   "window_end_utc": "2026-08-21T22:57:18Z",
   "effective_hours_min": "20.84",
   "effective_hours_max": "20.84"
  },
  {
   "fleet_id": "reference-fleet",
   "day": "2026-08-21",
   "gpu": "GeForce RTX 5090",
   "physical_gpu_count": 6,
   "started": 5017,
   "completed": 4776,
   "failed": 12,
   "completion_yield_pct": "95.2",
   "meets_replication_floor": "true",
   "operator_count": 1,
   "window_start_utc": "2026-08-20T22:57:13Z",
   "window_end_utc": "2026-08-21T22:57:18Z",
   "effective_hours_min": "19.33",
   "effective_hours_max": "24.00"
  },
  {
   "fleet_id": "reference-fleet",
   "day": "2026-08-22",
   "gpu": "GeForce RTX 3080",
   "physical_gpu_count": 1,
   "started": 566,
   "completed": 456,
   "failed": 5,
   "completion_yield_pct": "",
   "meets_replication_floor": "false",
   "operator_count": 1,
   "window_start_utc": "2026-08-21T08:06:31Z",
   "window_end_utc": "2026-08-22T08:05:05Z",
   "effective_hours_min": "24.00",
   "effective_hours_max": "24.00"
  },
  {
   "fleet_id": "reference-fleet",
   "day": "2026-08-22",
   "gpu": "GeForce RTX 4080",
   "physical_gpu_count": 2,
   "started": 1507,
   "completed": 1251,
   "failed": 3,
   "completion_yield_pct": "83.0",
   "meets_replication_floor": "true",
   "operator_count": 1,
   "window_start_utc": "2026-08-21T08:05:44Z",
   "window_end_utc": "2026-08-22T08:05:05Z",
   "effective_hours_min": "24.00",
   "effective_hours_max": "24.00"
  },
  {
   "fleet_id": "reference-fleet",
   "day": "2026-08-22",
   "gpu": "GeForce RTX 5070 Ti",
   "physical_gpu_count": 1,
   "started": 557,
   "completed": 378,
   "failed": 0,
   "completion_yield_pct": "",
   "meets_replication_floor": "false",
   "operator_count": 1,
   "window_start_utc": "2026-08-21T08:06:19Z",
   "window_end_utc": "2026-08-22T08:05:05Z",
   "effective_hours_min": "24.00",
   "effective_hours_max": "24.00"
  },
  {
   "fleet_id": "reference-fleet",
   "day": "2026-08-22",
   "gpu": "GeForce RTX 5090",
   "physical_gpu_count": 6,
   "started": 6180,
   "completed": 5872,
   "failed": 20,
   "completion_yield_pct": "95.0",
   "meets_replication_floor": "true",
   "operator_count": 1,
   "window_start_utc": "2026-08-21T08:05:04Z",
   "window_end_utc": "2026-08-22T08:05:05Z",
   "effective_hours_min": "24.00",
   "effective_hours_max": "24.00"
  },
  {
   "fleet_id": "reference-fleet",
   "day": "2026-08-23",
   "gpu": "GeForce RTX 3080",
   "physical_gpu_count": 1,
   "started": 615,
   "completed": 539,
   "failed": 0,
   "completion_yield_pct": "",
   "meets_replication_floor": "false",
   "operator_count": 1,
   "window_start_utc": "2026-08-22T22:19:52Z",
   "window_end_utc": "2026-08-23T22:19:40Z",
   "effective_hours_min": "24.00",
   "effective_hours_max": "24.00"
  },
  {
   "fleet_id": "reference-fleet",
   "day": "2026-08-23",
   "gpu": "GeForce RTX 4080",
   "physical_gpu_count": 2,
   "started": 1726,
   "completed": 1605,
   "failed": 0,
   "completion_yield_pct": "93.0",
   "meets_replication_floor": "true",
   "operator_count": 1,
   "window_start_utc": "2026-08-22T22:19:52Z",
   "window_end_utc": "2026-08-23T22:19:40Z",
   "effective_hours_min": "24.00",
   "effective_hours_max": "24.00"
  },
  {
   "fleet_id": "reference-fleet",
   "day": "2026-08-23",
   "gpu": "GeForce RTX 5070 Ti",
   "physical_gpu_count": 1,
   "started": 620,
   "completed": 540,
   "failed": 0,
   "completion_yield_pct": "",
   "meets_replication_floor": "false",
   "operator_count": 1,
   "window_start_utc": "2026-08-22T22:21:04Z",
   "window_end_utc": "2026-08-23T22:19:40Z",
   "effective_hours_min": "24.00",
   "effective_hours_max": "24.00"
  },
  {
   "fleet_id": "reference-fleet",
   "day": "2026-08-23",
   "gpu": "GeForce RTX 5090",
   "physical_gpu_count": 6,
   "started": 5878,
   "completed": 5669,
   "failed": 28,
   "completion_yield_pct": "96.4",
   "meets_replication_floor": "true",
   "operator_count": 1,
   "window_start_utc": "2026-08-22T22:19:42Z",
   "window_end_utc": "2026-08-23T22:19:40Z",
   "effective_hours_min": "15.73",
   "effective_hours_max": "24.00"
  },
  {
   "fleet_id": "reference-fleet",
   "day": "2026-08-24",
   "gpu": "GeForce RTX 3080",
   "physical_gpu_count": 1,
   "started": 93,
   "completed": 71,
   "failed": 0,
   "completion_yield_pct": "",
   "meets_replication_floor": "false",
   "operator_count": 1,
   "window_start_utc": "2026-08-24T06:57:20Z",
   "window_end_utc": "2026-08-24T09:29:27Z",
   "effective_hours_min": "4.54",
   "effective_hours_max": "4.54"
  },
  {
   "fleet_id": "reference-fleet",
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}