{
  "cycle_id": "2026-08-08-1800",
  "snapshot_id": "snap-2026-08-08T18:00Z",
  "canonicalization_version": "jcs-1",
  "computed_at_utc": "2026-08-08T18:00:00Z",
  "cells": [
    {
      "cadence": "12h",
      "composite": "41.3",
      "computed_at_utc": "2026-08-08T18:00:00Z",
      "index": "delivery_bots",
      "methodology_version": "per-category-1.1",
      "operator": "avride_delivery",
      "pillars": {
        "capability": "19.6",
        "commercial": "62.5",
        "manufacturing": "58.2",
        "revenue": "30.2",
        "safety": "71.8",
        "scale": "54.8"
      }
    },
    {
      "cadence": "12h",
      "composite": "54.1",
      "computed_at_utc": "2026-08-08T18:00:00Z",
      "index": "delivery_bots",
      "methodology_version": "per-category-1.1",
      "operator": "coco",
      "pillars": {
        "capability": "27.6",
        "commercial": "74.5",
        "manufacturing": "79.1",
        "revenue": "45.0",
        "safety": "69.9",
        "scale": "71.7"
      }
    },
    {
      "cadence": "12h",
      "composite": "30.6",
      "computed_at_utc": "2026-08-08T18:00:00Z",
      "index": "delivery_bots",
      "methodology_version": "per-category-1.1",
      "operator": "doordash_dot",
      "pillars": {
        "capability": "18.1",
        "commercial": "55.4",
        "manufacturing": "42.0",
        "revenue": "26.2",
        "safety": "56.0",
        "scale": "29.6"
      }
    },
    {
      "cadence": "12h",
      "composite": "44.6",
      "computed_at_utc": "2026-08-08T18:00:00Z",
      "index": "delivery_bots",
      "methodology_version": "per-category-1.1",
      "operator": "meituan",
      "pillars": {
        "capability": "20.8",
        "commercial": "55.9",
        "manufacturing": "46.6",
        "revenue": "56.5",
        "safety": "54.5",
        "scale": "56.2"
      }
    },
    {
      "cadence": "12h",
      "composite": "62.1",
      "computed_at_utc": "2026-08-08T18:00:00Z",
      "index": "delivery_bots",
      "methodology_version": "per-category-1.1",
      "operator": "neolix",
      "pillars": {
        "capability": "36.9",
        "commercial": "76.5",
        "manufacturing": "84.0",
        "revenue": "48.5",
        "safety": "76.2",
        "scale": "86.0"
      }
    },
    {
      "cadence": "12h",
      "composite": "60.5",
      "computed_at_utc": "2026-08-08T18:00:00Z",
      "index": "delivery_bots",
      "methodology_version": "per-category-1.1",
      "operator": "serve_robotics",
      "pillars": {
        "capability": "54.0",
        "commercial": "71.0",
        "manufacturing": "62.8",
        "revenue": "50.1",
        "safety": "75.8",
        "scale": "68.6"
      }
    },
    {
      "cadence": "12h",
      "composite": "70.6",
      "computed_at_utc": "2026-08-08T18:00:00Z",
      "index": "delivery_bots",
      "methodology_version": "per-category-1.1",
      "operator": "starship_technologies",
      "pillars": {
        "capability": "41.2",
        "commercial": "85.7",
        "manufacturing": "88.6",
        "revenue": "68.2",
        "safety": "85.9",
        "scale": "91.6"
      }
    },
    {
      "cadence": "12h",
      "composite": "13.7",
      "computed_at_utc": "2026-08-08T18:00:00Z",
      "index": "licensing",
      "methodology_version": "per-category-1.1",
      "operator": "applied_intuition",
      "pillars": {
        "capability": "7.2",
        "commercial": "19.4",
        "manufacturing": "6.5",
        "revenue": "19.8",
        "safety": "46.0",
        "scale": "10.8"
      }
    },
    {
      "cadence": "12h",
      "composite": "22.5",
      "computed_at_utc": "2026-08-08T18:00:00Z",
      "index": "licensing",
      "methodology_version": "per-category-1.1",
      "operator": "autobrains",
      "pillars": {
        "capability": "12.0",
        "commercial": "51.8",
        "manufacturing": "5.0",
        "revenue": "29.9",
        "safety": "60.0",
        "scale": "8.9"
      }
    },
    {
      "cadence": "12h",
      "composite": "17.1",
      "computed_at_utc": "2026-08-08T18:00:00Z",
      "index": "licensing",
      "methodology_version": "per-category-1.1",
      "operator": "deeproute_ai",
      "pillars": {
        "capability": "8.4",
        "commercial": "22.9",
        "manufacturing": "11.2",
        "revenue": "16.2",
        "safety": "50.5",
        "scale": "21.7"
      }
    },
    {
      "cadence": "12h",
      "composite": "16.8",
      "computed_at_utc": "2026-08-08T18:00:00Z",
      "index": "licensing",
      "methodology_version": "per-category-1.1",
      "operator": "helm_ai",
      "pillars": {
        "capability": "13.4",
        "commercial": "47.4",
        "manufacturing": "5.0",
        "revenue": "10.2",
        "safety": "50.0",
        "scale": "5.2"
      }
    },
    {
      "cadence": "12h",
      "composite": "30.3",
      "computed_at_utc": "2026-08-08T18:00:00Z",
      "index": "licensing",
      "methodology_version": "per-category-1.1",
      "operator": "mobileye",
      "pillars": {
        "capability": "18.4",
        "commercial": "70.5",
        "manufacturing": "20.1",
        "revenue": "30.7",
        "safety": "60.5",
        "scale": "15.8"
      }
    },
    {
      "cadence": "12h",
      "composite": "27.2",
      "computed_at_utc": "2026-08-08T18:00:00Z",
      "index": "licensing",
      "methodology_version": "per-category-1.1",
      "operator": "momenta",
      "pillars": {
        "capability": "18.2",
        "commercial": "59.9",
        "manufacturing": "15.1",
        "revenue": "26.2",
        "safety": "55.2",
        "scale": "16.6"
      }
    },
    {
      "cadence": "12h",
      "composite": "19.7",
      "computed_at_utc": "2026-08-08T18:00:00Z",
      "index": "licensing",
      "methodology_version": "per-category-1.1",
      "operator": "nuro",
      "pillars": {
        "capability": "6.1",
        "commercial": "59.0",
        "manufacturing": "30.7",
        "revenue": "10.0",
        "safety": "25.0",
        "scale": "12.1"
      }
    },
    {
      "cadence": "12h",
      "composite": "28.1",
      "computed_at_utc": "2026-08-08T18:00:00Z",
      "index": "licensing",
      "methodology_version": "per-category-1.1",
      "operator": "wayve",
      "pillars": {
        "capability": "15.6",
        "commercial": "67.9",
        "manufacturing": "6.9",
        "revenue": "19.4",
        "safety": "62.0",
        "scale": "25.3"
      }
    },
    {
      "cadence": "12h",
      "composite": "31.7",
      "computed_at_utc": "2026-08-08T18:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "avride",
      "pillars": {
        "capability": "14.8",
        "commercial": "52.5",
        "manufacturing": "31.1",
        "revenue": "25.1",
        "safety": "22.2",
        "scale": "43.7"
      }
    },
    {
      "cadence": "12h",
      "composite": "78.1",
      "computed_at_utc": "2026-08-08T18:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "baidu_apollo",
      "pillars": {
        "capability": "65.9",
        "commercial": "81.8",
        "manufacturing": "73.9",
        "revenue": "78.5",
        "safety": "70.4",
        "scale": "90.8"
      }
    },
    {
      "cadence": "12h",
      "composite": "39.8",
      "computed_at_utc": "2026-08-08T18:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "cao_cao",
      "pillars": {
        "capability": "14.1",
        "commercial": "50.5",
        "manufacturing": "67.0",
        "revenue": "60.4",
        "safety": "51.0",
        "scale": "29.6"
      }
    },
    {
      "cadence": "12h",
      "composite": "41.2",
      "computed_at_utc": "2026-08-08T18:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "didi_av",
      "pillars": {
        "capability": "29.1",
        "commercial": "63.7",
        "manufacturing": "44.9",
        "revenue": "30.4",
        "safety": "64.2",
        "scale": "42.2"
      }
    },
    {
      "cadence": "12h",
      "composite": "2.1",
      "computed_at_utc": "2026-08-08T18:00:00Z",
      "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": "35.0",
      "computed_at_utc": "2026-08-08T18:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "may_mobility",
      "pillars": {
        "capability": "18.8",
        "commercial": "61.6",
        "manufacturing": "30.3",
        "revenue": "35.2",
        "safety": "60.0",
        "scale": "32.1"
      }
    },
    {
      "cadence": "12h",
      "composite": "21.2",
      "computed_at_utc": "2026-08-08T18:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "moia",
      "pillars": {
        "capability": "8.0",
        "commercial": "38.8",
        "manufacturing": "66.5",
        "revenue": "7.3",
        "safety": "49.8",
        "scale": "11.2"
      }
    },
    {
      "cadence": "12h",
      "composite": "32.8",
      "computed_at_utc": "2026-08-08T18:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "motional",
      "pillars": {
        "capability": "16.4",
        "commercial": "52.1",
        "manufacturing": "44.4",
        "revenue": "29.4",
        "safety": "70.0",
        "scale": "28.3"
      }
    },
    {
      "cadence": "12h",
      "composite": "61.0",
      "computed_at_utc": "2026-08-08T18:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "pony_ai",
      "pillars": {
        "capability": "44.4",
        "commercial": "77.8",
        "manufacturing": "47.0",
        "revenue": "64.4",
        "safety": "71.0",
        "scale": "68.5"
      }
    },
    {
      "cadence": "12h",
      "composite": "16.0",
      "computed_at_utc": "2026-08-08T18:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "tensor_auto",
      "pillars": {
        "capability": "7.9",
        "commercial": "29.1",
        "manufacturing": "47.1",
        "revenue": "7.2",
        "safety": "43.9",
        "scale": "5.2"
      }
    },
    {
      "cadence": "12h",
      "composite": "43.9",
      "computed_at_utc": "2026-08-08T18:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "tesla",
      "pillars": {
        "capability": "36.4",
        "commercial": "54.5",
        "manufacturing": "95.0",
        "revenue": "25.1",
        "safety": "37.4",
        "scale": "41.1"
      }
    },
    {
      "cadence": "12h",
      "composite": "24.0",
      "computed_at_utc": "2026-08-08T18:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "verne",
      "pillars": {
        "capability": "14.7",
        "commercial": "51.5",
        "manufacturing": "40.8",
        "revenue": "12.3",
        "safety": "45.0",
        "scale": "15.2"
      }
    },
    {
      "cadence": "12h",
      "composite": "77.7",
      "computed_at_utc": "2026-08-08T18:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "waymo",
      "pillars": {
        "capability": "77.2",
        "commercial": "74.1",
        "manufacturing": "24.7",
        "revenue": "85.0",
        "safety": "86.0",
        "scale": "94.2"
      }
    },
    {
      "cadence": "12h",
      "composite": "54.2",
      "computed_at_utc": "2026-08-08T18:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "weride",
      "pillars": {
        "capability": "40.5",
        "commercial": "65.2",
        "manufacturing": "26.1",
        "revenue": "57.0",
        "safety": "68.7",
        "scale": "67.6"
      }
    },
    {
      "cadence": "12h",
      "composite": "21.4",
      "computed_at_utc": "2026-08-08T18:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "xpeng",
      "pillars": {
        "capability": "7.6",
        "commercial": "28.1",
        "manufacturing": "77.5",
        "revenue": "13.7",
        "safety": "46.2",
        "scale": "9.9"
      }
    },
    {
      "cadence": "12h",
      "composite": "40.2",
      "computed_at_utc": "2026-08-08T18:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "zoox",
      "pillars": {
        "capability": "34.5",
        "commercial": "55.0",
        "manufacturing": "89.9",
        "revenue": "11.6",
        "safety": "81.5",
        "scale": "31.9"
      }
    },
    {
      "cadence": "12h",
      "composite": "52.2",
      "computed_at_utc": "2026-08-08T18:00:00Z",
      "index": "trucks",
      "methodology_version": "per-category-1.1",
      "operator": "aurora_innovation",
      "pillars": {
        "capability": "25.3",
        "commercial": "82.6",
        "manufacturing": "45.6",
        "revenue": "37.2",
        "safety": "83.1",
        "scale": "69.5"
      }
    },
    {
      "cadence": "12h",
      "composite": "38.9",
      "computed_at_utc": "2026-08-08T18:00:00Z",
      "index": "trucks",
      "methodology_version": "per-category-1.1",
      "operator": "bot_auto",
      "pillars": {
        "capability": "36.2",
        "commercial": "54.4",
        "manufacturing": "28.4",
        "revenue": "26.2",
        "safety": "62.9",
        "scale": "42.0"
      }
    },
    {
      "cadence": "12h",
      "composite": "56.6",
      "computed_at_utc": "2026-08-08T18:00:00Z",
      "index": "trucks",
      "methodology_version": "per-category-1.1",
      "operator": "kodiak_robotics",
      "pillars": {
        "capability": "32.5",
        "commercial": "74.0",
        "manufacturing": "44.2",
        "revenue": "62.4",
        "safety": "78.8",
        "scale": "66.2"
      }
    },
    {
      "cadence": "12h",
      "composite": "16.1",
      "computed_at_utc": "2026-08-08T18:00:00Z",
      "index": "trucks",
      "methodology_version": "per-category-1.1",
      "operator": "plus_ai",
      "pillars": {
        "capability": "13.4",
        "commercial": "28.7",
        "manufacturing": "13.6",
        "revenue": "5.5",
        "safety": "41.6",
        "scale": "15.8"
      }
    },
    {
      "cadence": "12h",
      "composite": "20.2",
      "computed_at_utc": "2026-08-08T18:00:00Z",
      "index": "trucks",
      "methodology_version": "per-category-1.1",
      "operator": "stack_av",
      "pillars": {
        "capability": "10.9",
        "commercial": "38.3",
        "manufacturing": "35.2",
        "revenue": "7.8",
        "safety": "49.4",
        "scale": "16.8"
      }
    },
    {
      "cadence": "12h",
      "composite": "31.3",
      "computed_at_utc": "2026-08-08T18:00:00Z",
      "index": "trucks",
      "methodology_version": "per-category-1.1",
      "operator": "torc_robotics",
      "pillars": {
        "capability": "14.3",
        "commercial": "58.0",
        "manufacturing": "63.0",
        "revenue": "10.3",
        "safety": "61.9",
        "scale": "30.3"
      }
    },
    {
      "cadence": "12h",
      "composite": "36.4",
      "computed_at_utc": "2026-08-08T18:00:00Z",
      "index": "trucks",
      "methodology_version": "per-category-1.1",
      "operator": "volvo_autonomous_solutions",
      "pillars": {
        "capability": "17.0",
        "commercial": "62.1",
        "manufacturing": "68.3",
        "revenue": "20.4",
        "safety": "53.1",
        "scale": "37.0"
      }
    },
    {
      "cadence": "12h",
      "composite": "33.1",
      "computed_at_utc": "2026-08-08T18:00:00Z",
      "index": "trucks",
      "methodology_version": "per-category-1.1",
      "operator": "waabi",
      "pillars": {
        "capability": "17.6",
        "commercial": "63.9",
        "manufacturing": "58.0",
        "revenue": "11.1",
        "safety": "52.7",
        "scale": "34.0"
      }
    }
  ]
}