{
  "cycle_id": "2026-08-07-1801",
  "snapshot_id": "snap-2026-08-07T18:01Z",
  "canonicalization_version": "jcs-1",
  "computed_at_utc": "2026-08-07T18:01:00Z",
  "cells": [
    {
      "cadence": "12h",
      "composite": "46.5",
      "computed_at_utc": "2026-08-07T18:01:00Z",
      "index": "delivery_bots",
      "methodology_version": "per-category-1.1",
      "operator": "avride_delivery",
      "pillars": {
        "capability": "24.1",
        "commercial": "69.8",
        "manufacturing": "57.8",
        "revenue": "35.8",
        "safety": "72.2",
        "scale": "63.0"
      }
    },
    {
      "cadence": "12h",
      "composite": "53.6",
      "computed_at_utc": "2026-08-07T18:01:00Z",
      "index": "delivery_bots",
      "methodology_version": "per-category-1.1",
      "operator": "coco",
      "pillars": {
        "capability": "28.4",
        "commercial": "73.1",
        "manufacturing": "76.3",
        "revenue": "45.2",
        "safety": "69.5",
        "scale": "70.4"
      }
    },
    {
      "cadence": "12h",
      "composite": "32.9",
      "computed_at_utc": "2026-08-07T18:01:00Z",
      "index": "delivery_bots",
      "methodology_version": "per-category-1.1",
      "operator": "doordash_dot",
      "pillars": {
        "capability": "22.4",
        "commercial": "51.4",
        "manufacturing": "43.1",
        "revenue": "29.9",
        "safety": "63.8",
        "scale": "30.1"
      }
    },
    {
      "cadence": "12h",
      "composite": "41.7",
      "computed_at_utc": "2026-08-07T18:01:00Z",
      "index": "delivery_bots",
      "methodology_version": "per-category-1.1",
      "operator": "meituan",
      "pillars": {
        "capability": "22.0",
        "commercial": "53.6",
        "manufacturing": "46.4",
        "revenue": "51.0",
        "safety": "47.9",
        "scale": "49.9"
      }
    },
    {
      "cadence": "12h",
      "composite": "66.1",
      "computed_at_utc": "2026-08-07T18:01:00Z",
      "index": "delivery_bots",
      "methodology_version": "per-category-1.1",
      "operator": "neolix",
      "pillars": {
        "capability": "37.8",
        "commercial": "81.2",
        "manufacturing": "86.0",
        "revenue": "59.2",
        "safety": "79.8",
        "scale": "89.0"
      }
    },
    {
      "cadence": "12h",
      "composite": "53.4",
      "computed_at_utc": "2026-08-07T18:01:00Z",
      "index": "delivery_bots",
      "methodology_version": "per-category-1.1",
      "operator": "serve_robotics",
      "pillars": {
        "capability": "29.2",
        "commercial": "75.8",
        "manufacturing": "61.9",
        "revenue": "51.4",
        "safety": "73.1",
        "scale": "67.9"
      }
    },
    {
      "cadence": "12h",
      "composite": "76.6",
      "computed_at_utc": "2026-08-07T18:01:00Z",
      "index": "delivery_bots",
      "methodology_version": "per-category-1.1",
      "operator": "starship_technologies",
      "pillars": {
        "capability": "57.5",
        "commercial": "87.7",
        "manufacturing": "84.3",
        "revenue": "75.0",
        "safety": "85.5",
        "scale": "91.4"
      }
    },
    {
      "cadence": "12h",
      "composite": "21.9",
      "computed_at_utc": "2026-08-07T18:01:00Z",
      "index": "licensing",
      "methodology_version": "per-category-1.1",
      "operator": "applied_intuition",
      "pillars": {
        "capability": "10.8",
        "commercial": "37.7",
        "manufacturing": "5.8",
        "revenue": "34.0",
        "safety": "33.7",
        "scale": "23.4"
      }
    },
    {
      "cadence": "12h",
      "composite": "22.7",
      "computed_at_utc": "2026-08-07T18:01:00Z",
      "index": "licensing",
      "methodology_version": "per-category-1.1",
      "operator": "autobrains",
      "pillars": {
        "capability": "12.8",
        "commercial": "50.9",
        "manufacturing": "5.0",
        "revenue": "29.6",
        "safety": "60.0",
        "scale": "9.7"
      }
    },
    {
      "cadence": "12h",
      "composite": "27.9",
      "computed_at_utc": "2026-08-07T18:01:00Z",
      "index": "licensing",
      "methodology_version": "per-category-1.1",
      "operator": "deeproute_ai",
      "pillars": {
        "capability": "15.9",
        "commercial": "36.5",
        "manufacturing": "14.8",
        "revenue": "24.9",
        "safety": "51.8",
        "scale": "41.8"
      }
    },
    {
      "cadence": "12h",
      "composite": "17.1",
      "computed_at_utc": "2026-08-07T18:01:00Z",
      "index": "licensing",
      "methodology_version": "per-category-1.1",
      "operator": "helm_ai",
      "pillars": {
        "capability": "12.8",
        "commercial": "49.4",
        "manufacturing": "5.0",
        "revenue": "10.7",
        "safety": "50.0",
        "scale": "5.6"
      }
    },
    {
      "cadence": "12h",
      "composite": "32.0",
      "computed_at_utc": "2026-08-07T18:01:00Z",
      "index": "licensing",
      "methodology_version": "per-category-1.1",
      "operator": "mobileye",
      "pillars": {
        "capability": "19.5",
        "commercial": "71.8",
        "manufacturing": "20.6",
        "revenue": "32.9",
        "safety": "61.8",
        "scale": "18.4"
      }
    },
    {
      "cadence": "12h",
      "composite": "31.3",
      "computed_at_utc": "2026-08-07T18:01:00Z",
      "index": "licensing",
      "methodology_version": "per-category-1.1",
      "operator": "momenta",
      "pillars": {
        "capability": "20.1",
        "commercial": "61.5",
        "manufacturing": "15.3",
        "revenue": "33.0",
        "safety": "56.0",
        "scale": "24.3"
      }
    },
    {
      "cadence": "12h",
      "composite": "19.3",
      "computed_at_utc": "2026-08-07T18:01:00Z",
      "index": "licensing",
      "methodology_version": "per-category-1.1",
      "operator": "nuro",
      "pillars": {
        "capability": "6.5",
        "commercial": "57.0",
        "manufacturing": "27.9",
        "revenue": "10.0",
        "safety": "25.0",
        "scale": "12.3"
      }
    },
    {
      "cadence": "12h",
      "composite": "28.4",
      "computed_at_utc": "2026-08-07T18:01:00Z",
      "index": "licensing",
      "methodology_version": "per-category-1.1",
      "operator": "wayve",
      "pillars": {
        "capability": "16.6",
        "commercial": "67.7",
        "manufacturing": "6.7",
        "revenue": "19.9",
        "safety": "61.9",
        "scale": "25.2"
      }
    },
    {
      "cadence": "12h",
      "composite": "31.4",
      "computed_at_utc": "2026-08-07T18:01:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "avride",
      "pillars": {
        "capability": "15.6",
        "commercial": "54.2",
        "manufacturing": "32.5",
        "revenue": "25.1",
        "safety": "23.8",
        "scale": "39.8"
      }
    },
    {
      "cadence": "12h",
      "composite": "78.7",
      "computed_at_utc": "2026-08-07T18:01:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "baidu_apollo",
      "pillars": {
        "capability": "65.0",
        "commercial": "84.4",
        "manufacturing": "73.6",
        "revenue": "79.0",
        "safety": "76.7",
        "scale": "91.0"
      }
    },
    {
      "cadence": "12h",
      "composite": "35.0",
      "computed_at_utc": "2026-08-07T18:01:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "cao_cao",
      "pillars": {
        "capability": "14.2",
        "commercial": "47.2",
        "manufacturing": "58.1",
        "revenue": "46.5",
        "safety": "43.8",
        "scale": "28.1"
      }
    },
    {
      "cadence": "12h",
      "composite": "42.8",
      "computed_at_utc": "2026-08-07T18:01:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "didi_av",
      "pillars": {
        "capability": "30.8",
        "commercial": "62.7",
        "manufacturing": "49.5",
        "revenue": "31.8",
        "safety": "67.0",
        "scale": "44.1"
      }
    },
    {
      "cadence": "12h",
      "composite": "2.1",
      "computed_at_utc": "2026-08-07T18:01:00Z",
      "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": "34.8",
      "computed_at_utc": "2026-08-07T18:01:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "may_mobility",
      "pillars": {
        "capability": "18.2",
        "commercial": "60.5",
        "manufacturing": "28.6",
        "revenue": "36.1",
        "safety": "60.0",
        "scale": "32.5"
      }
    },
    {
      "cadence": "12h",
      "composite": "24.0",
      "computed_at_utc": "2026-08-07T18:01:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "moia",
      "pillars": {
        "capability": "9.8",
        "commercial": "43.2",
        "manufacturing": "70.8",
        "revenue": "9.4",
        "safety": "48.9",
        "scale": "14.7"
      }
    },
    {
      "cadence": "12h",
      "composite": "32.6",
      "computed_at_utc": "2026-08-07T18:01:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "motional",
      "pillars": {
        "capability": "14.8",
        "commercial": "52.5",
        "manufacturing": "42.5",
        "revenue": "27.4",
        "safety": "70.0",
        "scale": "31.1"
      }
    },
    {
      "cadence": "12h",
      "composite": "60.3",
      "computed_at_utc": "2026-08-07T18:01:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "pony_ai",
      "pillars": {
        "capability": "44.1",
        "commercial": "77.2",
        "manufacturing": "47.2",
        "revenue": "61.0",
        "safety": "70.8",
        "scale": "68.9"
      }
    },
    {
      "cadence": "12h",
      "composite": "16.0",
      "computed_at_utc": "2026-08-07T18:01:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "tensor_auto",
      "pillars": {
        "capability": "6.6",
        "commercial": "28.2",
        "manufacturing": "58.4",
        "revenue": "6.6",
        "safety": "30.5",
        "scale": "5.7"
      }
    },
    {
      "cadence": "12h",
      "composite": "44.5",
      "computed_at_utc": "2026-08-07T18:01:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "tesla",
      "pillars": {
        "capability": "36.2",
        "commercial": "55.0",
        "manufacturing": "95.0",
        "revenue": "25.3",
        "safety": "39.4",
        "scale": "42.5"
      }
    },
    {
      "cadence": "12h",
      "composite": "25.7",
      "computed_at_utc": "2026-08-07T18:01:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "verne",
      "pillars": {
        "capability": "15.2",
        "commercial": "55.0",
        "manufacturing": "48.0",
        "revenue": "13.2",
        "safety": "45.0",
        "scale": "15.7"
      }
    },
    {
      "cadence": "12h",
      "composite": "77.5",
      "computed_at_utc": "2026-08-07T18:01:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "waymo",
      "pillars": {
        "capability": "77.3",
        "commercial": "73.0",
        "manufacturing": "23.8",
        "revenue": "85.0",
        "safety": "86.0",
        "scale": "94.3"
      }
    },
    {
      "cadence": "12h",
      "composite": "53.1",
      "computed_at_utc": "2026-08-07T18:01:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "weride",
      "pillars": {
        "capability": "40.9",
        "commercial": "64.0",
        "manufacturing": "19.1",
        "revenue": "56.0",
        "safety": "68.6",
        "scale": "67.0"
      }
    },
    {
      "cadence": "12h",
      "composite": "28.6",
      "computed_at_utc": "2026-08-07T18:01:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "xpeng",
      "pillars": {
        "capability": "12.4",
        "commercial": "37.3",
        "manufacturing": "84.9",
        "revenue": "24.6",
        "safety": "55.0",
        "scale": "14.8"
      }
    },
    {
      "cadence": "12h",
      "composite": "40.1",
      "computed_at_utc": "2026-08-07T18:01:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "zoox",
      "pillars": {
        "capability": "34.5",
        "commercial": "52.2",
        "manufacturing": "89.6",
        "revenue": "12.4",
        "safety": "81.9",
        "scale": "32.5"
      }
    },
    {
      "cadence": "12h",
      "composite": "52.5",
      "computed_at_utc": "2026-08-07T18:01:00Z",
      "index": "trucks",
      "methodology_version": "per-category-1.1",
      "operator": "aurora_innovation",
      "pillars": {
        "capability": "24.2",
        "commercial": "78.4",
        "manufacturing": "44.5",
        "revenue": "44.1",
        "safety": "77.3",
        "scale": "70.2"
      }
    },
    {
      "cadence": "12h",
      "composite": "41.4",
      "computed_at_utc": "2026-08-07T18:01:00Z",
      "index": "trucks",
      "methodology_version": "per-category-1.1",
      "operator": "bot_auto",
      "pillars": {
        "capability": "35.5",
        "commercial": "62.5",
        "manufacturing": "28.6",
        "revenue": "29.8",
        "safety": "71.3",
        "scale": "42.9"
      }
    },
    {
      "cadence": "12h",
      "composite": "55.6",
      "computed_at_utc": "2026-08-07T18:01:00Z",
      "index": "trucks",
      "methodology_version": "per-category-1.1",
      "operator": "kodiak_robotics",
      "pillars": {
        "capability": "32.5",
        "commercial": "73.8",
        "manufacturing": "41.9",
        "revenue": "60.1",
        "safety": "77.0",
        "scale": "65.5"
      }
    },
    {
      "cadence": "12h",
      "composite": "17.5",
      "computed_at_utc": "2026-08-07T18:01:00Z",
      "index": "trucks",
      "methodology_version": "per-category-1.1",
      "operator": "plus_ai",
      "pillars": {
        "capability": "13.6",
        "commercial": "29.7",
        "manufacturing": "14.4",
        "revenue": "6.8",
        "safety": "46.4",
        "scale": "18.0"
      }
    },
    {
      "cadence": "12h",
      "composite": "16.2",
      "computed_at_utc": "2026-08-07T18:01:00Z",
      "index": "trucks",
      "methodology_version": "per-category-1.1",
      "operator": "stack_av",
      "pillars": {
        "capability": "7.5",
        "commercial": "28.1",
        "manufacturing": "36.0",
        "revenue": "6.4",
        "safety": "42.5",
        "scale": "12.3"
      }
    },
    {
      "cadence": "12h",
      "composite": "32.0",
      "computed_at_utc": "2026-08-07T18:01:00Z",
      "index": "trucks",
      "methodology_version": "per-category-1.1",
      "operator": "torc_robotics",
      "pillars": {
        "capability": "15.2",
        "commercial": "56.8",
        "manufacturing": "61.9",
        "revenue": "11.4",
        "safety": "67.5",
        "scale": "31.2"
      }
    },
    {
      "cadence": "12h",
      "composite": "36.4",
      "computed_at_utc": "2026-08-07T18:01:00Z",
      "index": "trucks",
      "methodology_version": "per-category-1.1",
      "operator": "volvo_autonomous_solutions",
      "pillars": {
        "capability": "16.5",
        "commercial": "64.4",
        "manufacturing": "68.2",
        "revenue": "16.9",
        "safety": "62.5",
        "scale": "37.3"
      }
    },
    {
      "cadence": "12h",
      "composite": "32.0",
      "computed_at_utc": "2026-08-07T18:01:00Z",
      "index": "trucks",
      "methodology_version": "per-category-1.1",
      "operator": "waabi",
      "pillars": {
        "capability": "16.5",
        "commercial": "60.5",
        "manufacturing": "52.0",
        "revenue": "14.2",
        "safety": "60.8",
        "scale": "30.7"
      }
    }
  ]
}