{
  "cycle_id": "2026-08-17-1800",
  "snapshot_id": "snap-2026-08-17T18:00Z",
  "canonicalization_version": "jcs-1",
  "computed_at_utc": "2026-08-17T18:00:00Z",
  "cells": [
    {
      "cadence": "12h",
      "composite": "28.7",
      "computed_at_utc": "2026-08-17T18:00:00Z",
      "index": "delivery_bots",
      "methodology_version": "per-category-1.1",
      "operator": "avride_delivery",
      "pillars": {
        "capability": "14.3",
        "commercial": "49.4",
        "manufacturing": "22.4",
        "revenue": "26.4",
        "safety": "54.1",
        "scale": "36.8"
      }
    },
    {
      "cadence": "12h",
      "composite": "54.4",
      "computed_at_utc": "2026-08-17T18:00:00Z",
      "index": "delivery_bots",
      "methodology_version": "per-category-1.1",
      "operator": "coco",
      "pillars": {
        "capability": "27.9",
        "commercial": "76.9",
        "manufacturing": "61.8",
        "revenue": "49.7",
        "safety": "67.8",
        "scale": "75.3"
      }
    },
    {
      "cadence": "12h",
      "composite": "32.6",
      "computed_at_utc": "2026-08-17T18:00:00Z",
      "index": "delivery_bots",
      "methodology_version": "per-category-1.1",
      "operator": "doordash_dot",
      "pillars": {
        "capability": "17.7",
        "commercial": "53.8",
        "manufacturing": "29.0",
        "revenue": "40.2",
        "safety": "49.7",
        "scale": "34.0"
      }
    },
    {
      "cadence": "12h",
      "composite": "39.7",
      "computed_at_utc": "2026-08-17T18:00:00Z",
      "index": "delivery_bots",
      "methodology_version": "per-category-1.1",
      "operator": "meituan",
      "pillars": {
        "capability": "15.7",
        "commercial": "55.9",
        "manufacturing": "29.9",
        "revenue": "59.1",
        "safety": "48.3",
        "scale": "48.7"
      }
    },
    {
      "cadence": "12h",
      "composite": "65.8",
      "computed_at_utc": "2026-08-17T18:00:00Z",
      "index": "delivery_bots",
      "methodology_version": "per-category-1.1",
      "operator": "neolix",
      "pillars": {
        "capability": "34.1",
        "commercial": "80.9",
        "manufacturing": "87.4",
        "revenue": "67.9",
        "safety": "76.8",
        "scale": "85.2"
      }
    },
    {
      "cadence": "12h",
      "composite": "58.5",
      "computed_at_utc": "2026-08-17T18:00:00Z",
      "index": "delivery_bots",
      "methodology_version": "per-category-1.1",
      "operator": "serve_robotics",
      "pillars": {
        "capability": "29.5",
        "commercial": "77.9",
        "manufacturing": "65.3",
        "revenue": "66.8",
        "safety": "75.5",
        "scale": "72.6"
      }
    },
    {
      "cadence": "12h",
      "composite": "70.2",
      "computed_at_utc": "2026-08-17T18:00:00Z",
      "index": "delivery_bots",
      "methodology_version": "per-category-1.1",
      "operator": "starship_technologies",
      "pillars": {
        "capability": "41.0",
        "commercial": "87.2",
        "manufacturing": "79.7",
        "revenue": "72.7",
        "safety": "83.5",
        "scale": "89.9"
      }
    },
    {
      "cadence": "12h",
      "composite": "47.6",
      "computed_at_utc": "2026-08-17T18:00:00Z",
      "index": "licensing",
      "methodology_version": "per-category-1.1",
      "operator": "applied_intuition",
      "pillars": {
        "capability": "23.0",
        "commercial": "80.6",
        "manufacturing": "10.4",
        "revenue": "74.9",
        "safety": "69.9",
        "scale": "52.6"
      }
    },
    {
      "cadence": "12h",
      "composite": "21.5",
      "computed_at_utc": "2026-08-17T18:00:00Z",
      "index": "licensing",
      "methodology_version": "per-category-1.1",
      "operator": "autobrains",
      "pillars": {
        "capability": "12.2",
        "commercial": "48.8",
        "manufacturing": "5.1",
        "revenue": "29.2",
        "safety": "60.0",
        "scale": "8.5"
      }
    },
    {
      "cadence": "12h",
      "composite": "36.3",
      "computed_at_utc": "2026-08-17T18:00:00Z",
      "index": "licensing",
      "methodology_version": "per-category-1.1",
      "operator": "deeproute_ai",
      "pillars": {
        "capability": "19.0",
        "commercial": "54.5",
        "manufacturing": "15.9",
        "revenue": "38.4",
        "safety": "48.5",
        "scale": "54.0"
      }
    },
    {
      "cadence": "12h",
      "composite": "17.7",
      "computed_at_utc": "2026-08-17T18:00:00Z",
      "index": "licensing",
      "methodology_version": "per-category-1.1",
      "operator": "helm_ai",
      "pillars": {
        "capability": "12.4",
        "commercial": "49.2",
        "manufacturing": "5.0",
        "revenue": "10.5",
        "safety": "50.0",
        "scale": "5.6"
      }
    },
    {
      "cadence": "12h",
      "composite": "35.2",
      "computed_at_utc": "2026-08-17T18:00:00Z",
      "index": "licensing",
      "methodology_version": "per-category-1.1",
      "operator": "mobileye",
      "pillars": {
        "capability": "20.6",
        "commercial": "73.0",
        "manufacturing": "22.5",
        "revenue": "35.2",
        "safety": "63.9",
        "scale": "25.0"
      }
    },
    {
      "cadence": "12h",
      "composite": "36.6",
      "computed_at_utc": "2026-08-17T18:00:00Z",
      "index": "licensing",
      "methodology_version": "per-category-1.1",
      "operator": "momenta",
      "pillars": {
        "capability": "22.8",
        "commercial": "60.0",
        "manufacturing": "15.1",
        "revenue": "41.2",
        "safety": "55.2",
        "scale": "39.1"
      }
    },
    {
      "cadence": "12h",
      "composite": "19.0",
      "computed_at_utc": "2026-08-17T18:00:00Z",
      "index": "licensing",
      "methodology_version": "per-category-1.1",
      "operator": "nuro",
      "pillars": {
        "capability": "6.0",
        "commercial": "58.1",
        "manufacturing": "26.9",
        "revenue": "10.0",
        "safety": "25.0",
        "scale": "11.4"
      }
    },
    {
      "cadence": "12h",
      "composite": "30.8",
      "computed_at_utc": "2026-08-17T18:00:00Z",
      "index": "licensing",
      "methodology_version": "per-category-1.1",
      "operator": "wayve",
      "pillars": {
        "capability": "20.1",
        "commercial": "67.0",
        "manufacturing": "10.5",
        "revenue": "18.0",
        "safety": "61.2",
        "scale": "27.6"
      }
    },
    {
      "cadence": "12h",
      "composite": "32.0",
      "computed_at_utc": "2026-08-17T18:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "avride",
      "pillars": {
        "capability": "14.6",
        "commercial": "56.6",
        "manufacturing": "20.0",
        "revenue": "26.8",
        "safety": "24.0",
        "scale": "45.1"
      }
    },
    {
      "cadence": "12h",
      "composite": "79.8",
      "computed_at_utc": "2026-08-17T18:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "baidu_apollo",
      "pillars": {
        "capability": "65.6",
        "commercial": "85.8",
        "manufacturing": "72.8",
        "revenue": "79.4",
        "safety": "81.2",
        "scale": "93.4"
      }
    },
    {
      "cadence": "12h",
      "composite": "37.8",
      "computed_at_utc": "2026-08-17T18:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "cao_cao",
      "pillars": {
        "capability": "14.0",
        "commercial": "44.4",
        "manufacturing": "69.0",
        "revenue": "48.9",
        "safety": "42.9",
        "scale": "35.2"
      }
    },
    {
      "cadence": "12h",
      "composite": "47.6",
      "computed_at_utc": "2026-08-17T18:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "didi_av",
      "pillars": {
        "capability": "33.6",
        "commercial": "63.0",
        "manufacturing": "45.2",
        "revenue": "41.4",
        "safety": "67.1",
        "scale": "54.3"
      }
    },
    {
      "cadence": "12h",
      "composite": "2.1",
      "computed_at_utc": "2026-08-17T18:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "humain",
      "pillars": {
        "capability": "2.0",
        "commercial": "8.0",
        "manufacturing": "0.0",
        "revenue": "0.0",
        "safety": "15.0",
        "scale": "0.0"
      }
    },
    {
      "cadence": "12h",
      "composite": "32.9",
      "computed_at_utc": "2026-08-17T18:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "may_mobility",
      "pillars": {
        "capability": "17.4",
        "commercial": "58.2",
        "manufacturing": "18.7",
        "revenue": "37.0",
        "safety": "60.0",
        "scale": "30.0"
      }
    },
    {
      "cadence": "12h",
      "composite": "24.6",
      "computed_at_utc": "2026-08-17T18:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "moia",
      "pillars": {
        "capability": "12.8",
        "commercial": "43.8",
        "manufacturing": "68.8",
        "revenue": "10.1",
        "safety": "43.9",
        "scale": "15.1"
      }
    },
    {
      "cadence": "12h",
      "composite": "32.3",
      "computed_at_utc": "2026-08-17T18:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "motional",
      "pillars": {
        "capability": "14.9",
        "commercial": "50.1",
        "manufacturing": "42.4",
        "revenue": "28.7",
        "safety": "70.5",
        "scale": "30.3"
      }
    },
    {
      "cadence": "12h",
      "composite": "59.7",
      "computed_at_utc": "2026-08-17T18:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "pony_ai",
      "pillars": {
        "capability": "44.4",
        "commercial": "76.9",
        "manufacturing": "38.3",
        "revenue": "62.4",
        "safety": "71.4",
        "scale": "68.6"
      }
    },
    {
      "cadence": "12h",
      "composite": "17.9",
      "computed_at_utc": "2026-08-17T18:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "tensor_auto",
      "pillars": {
        "capability": "12.5",
        "commercial": "37.1",
        "manufacturing": "27.4",
        "revenue": "10.4",
        "safety": "40.2",
        "scale": "9.6"
      }
    },
    {
      "cadence": "12h",
      "composite": "43.0",
      "computed_at_utc": "2026-08-17T18:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "tesla",
      "pillars": {
        "capability": "35.6",
        "commercial": "54.9",
        "manufacturing": "95.0",
        "revenue": "24.3",
        "safety": "35.9",
        "scale": "38.8"
      }
    },
    {
      "cadence": "12h",
      "composite": "22.8",
      "computed_at_utc": "2026-08-17T18:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "verne",
      "pillars": {
        "capability": "13.6",
        "commercial": "54.6",
        "manufacturing": "36.1",
        "revenue": "8.8",
        "safety": "45.2",
        "scale": "14.2"
      }
    },
    {
      "cadence": "12h",
      "composite": "77.4",
      "computed_at_utc": "2026-08-17T18:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "waymo",
      "pillars": {
        "capability": "77.2",
        "commercial": "74.8",
        "manufacturing": "20.0",
        "revenue": "85.0",
        "safety": "86.0",
        "scale": "94.2"
      }
    },
    {
      "cadence": "12h",
      "composite": "67.5",
      "computed_at_utc": "2026-08-17T18:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "weride",
      "pillars": {
        "capability": "70.4",
        "commercial": "75.2",
        "manufacturing": "31.3",
        "revenue": "67.4",
        "safety": "69.6",
        "scale": "74.1"
      }
    },
    {
      "cadence": "12h",
      "composite": "40.6",
      "computed_at_utc": "2026-08-17T18:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "xpeng",
      "pillars": {
        "capability": "17.4",
        "commercial": "41.4",
        "manufacturing": "84.0",
        "revenue": "53.9",
        "safety": "63.6",
        "scale": "30.7"
      }
    },
    {
      "cadence": "12h",
      "composite": "39.4",
      "computed_at_utc": "2026-08-17T18:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "zoox",
      "pillars": {
        "capability": "34.4",
        "commercial": "54.8",
        "manufacturing": "85.0",
        "revenue": "11.5",
        "safety": "80.0",
        "scale": "31.2"
      }
    },
    {
      "cadence": "12h",
      "composite": "53.9",
      "computed_at_utc": "2026-08-17T18:00:00Z",
      "index": "trucks",
      "methodology_version": "per-category-1.1",
      "operator": "aurora_innovation",
      "pillars": {
        "capability": "22.4",
        "commercial": "79.6",
        "manufacturing": "21.4",
        "revenue": "58.5",
        "safety": "79.7",
        "scale": "74.0"
      }
    },
    {
      "cadence": "12h",
      "composite": "33.3",
      "computed_at_utc": "2026-08-17T18:00:00Z",
      "index": "trucks",
      "methodology_version": "per-category-1.1",
      "operator": "bot_auto",
      "pillars": {
        "capability": "24.8",
        "commercial": "46.2",
        "manufacturing": "15.1",
        "revenue": "35.0",
        "safety": "54.2",
        "scale": "35.8"
      }
    },
    {
      "cadence": "12h",
      "composite": "52.2",
      "computed_at_utc": "2026-08-17T18:00:00Z",
      "index": "trucks",
      "methodology_version": "per-category-1.1",
      "operator": "kodiak_robotics",
      "pillars": {
        "capability": "31.2",
        "commercial": "72.1",
        "manufacturing": "18.7",
        "revenue": "61.6",
        "safety": "76.0",
        "scale": "62.4"
      }
    },
    {
      "cadence": "12h",
      "composite": "18.8",
      "computed_at_utc": "2026-08-17T18:00:00Z",
      "index": "trucks",
      "methodology_version": "per-category-1.1",
      "operator": "plus_ai",
      "pillars": {
        "capability": "16.8",
        "commercial": "29.9",
        "manufacturing": "10.0",
        "revenue": "12.0",
        "safety": "42.7",
        "scale": "18.4"
      }
    },
    {
      "cadence": "12h",
      "composite": "22.0",
      "computed_at_utc": "2026-08-17T18:00:00Z",
      "index": "trucks",
      "methodology_version": "per-category-1.1",
      "operator": "stack_av",
      "pillars": {
        "capability": "14.3",
        "commercial": "32.7",
        "manufacturing": "18.2",
        "revenue": "15.0",
        "safety": "50.4",
        "scale": "24.9"
      }
    },
    {
      "cadence": "12h",
      "composite": "33.8",
      "computed_at_utc": "2026-08-17T18:00:00Z",
      "index": "trucks",
      "methodology_version": "per-category-1.1",
      "operator": "torc_robotics",
      "pillars": {
        "capability": "16.7",
        "commercial": "61.4",
        "manufacturing": "44.2",
        "revenue": "24.1",
        "safety": "61.8",
        "scale": "32.4"
      }
    },
    {
      "cadence": "12h",
      "composite": "39.1",
      "computed_at_utc": "2026-08-17T18:00:00Z",
      "index": "trucks",
      "methodology_version": "per-category-1.1",
      "operator": "volvo_autonomous_solutions",
      "pillars": {
        "capability": "15.2",
        "commercial": "60.4",
        "manufacturing": "76.2",
        "revenue": "37.8",
        "safety": "56.0",
        "scale": "32.9"
      }
    },
    {
      "cadence": "12h",
      "composite": "28.2",
      "computed_at_utc": "2026-08-17T18:00:00Z",
      "index": "trucks",
      "methodology_version": "per-category-1.1",
      "operator": "waabi",
      "pillars": {
        "capability": "16.6",
        "commercial": "53.5",
        "manufacturing": "16.6",
        "revenue": "22.4",
        "safety": "53.4",
        "scale": "28.8"
      }
    }
  ]
}