{
  "cycle_id": "2026-07-08-0601",
  "snapshot_id": "snap-2026-07-08T06:01Z",
  "canonicalization_version": "jcs-1",
  "computed_at_utc": "2026-07-08T06:01:00Z",
  "cells": [
    {
      "cadence": "12h",
      "composite": "29.8",
      "computed_at_utc": "2026-07-08T06:01:00Z",
      "index": "delivery_bots",
      "methodology_version": "per-category-1.1",
      "operator": "avride_delivery",
      "pillars": {
        "capability": "13.0",
        "commercial": "47.9",
        "manufacturing": "16.9",
        "revenue": "33.3",
        "safety": "46.0",
        "scale": "41.7"
      }
    },
    {
      "cadence": "12h",
      "composite": "40.5",
      "computed_at_utc": "2026-07-08T06:01:00Z",
      "index": "delivery_bots",
      "methodology_version": "per-category-1.1",
      "operator": "coco",
      "pillars": {
        "capability": "23.7",
        "commercial": "55.9",
        "manufacturing": "30.9",
        "revenue": "40.6",
        "safety": "47.1",
        "scale": "57.0"
      }
    },
    {
      "cadence": "12h",
      "composite": "31.2",
      "computed_at_utc": "2026-07-08T06:01:00Z",
      "index": "delivery_bots",
      "methodology_version": "per-category-1.1",
      "operator": "doordash_dot",
      "pillars": {
        "capability": "24.9",
        "commercial": "45.2",
        "manufacturing": "20.1",
        "revenue": "27.5",
        "safety": "51.1",
        "scale": "36.6"
      }
    },
    {
      "cadence": "12h",
      "composite": "26.2",
      "computed_at_utc": "2026-07-08T06:01:00Z",
      "index": "delivery_bots",
      "methodology_version": "per-category-1.1",
      "operator": "meituan",
      "pillars": {
        "capability": "14.2",
        "commercial": "34.1",
        "manufacturing": "22.6",
        "revenue": "26.7",
        "safety": "39.1",
        "scale": "36.1"
      }
    },
    {
      "cadence": "12h",
      "composite": "85.3",
      "computed_at_utc": "2026-07-08T06:01:00Z",
      "index": "delivery_bots",
      "methodology_version": "per-category-1.1",
      "operator": "neolix",
      "pillars": {
        "capability": "86.2",
        "commercial": "83.4",
        "manufacturing": "87.8",
        "revenue": "78.4",
        "safety": "80.2",
        "scale": "90.6"
      }
    },
    {
      "cadence": "12h",
      "composite": "66.1",
      "computed_at_utc": "2026-07-08T06:01:00Z",
      "index": "delivery_bots",
      "methodology_version": "per-category-1.1",
      "operator": "serve_robotics",
      "pillars": {
        "capability": "57.5",
        "commercial": "72.0",
        "manufacturing": "54.5",
        "revenue": "63.0",
        "safety": "71.4",
        "scale": "80.1"
      }
    },
    {
      "cadence": "12h",
      "composite": "71.1",
      "computed_at_utc": "2026-07-08T06:01:00Z",
      "index": "delivery_bots",
      "methodology_version": "per-category-1.1",
      "operator": "starship_technologies",
      "pillars": {
        "capability": "39.8",
        "commercial": "85.1",
        "manufacturing": "73.7",
        "revenue": "79.1",
        "safety": "84.8",
        "scale": "92.8"
      }
    },
    {
      "cadence": "12h",
      "composite": "49.0",
      "computed_at_utc": "2026-07-08T06:01:00Z",
      "index": "licensing",
      "methodology_version": "per-category-1.1",
      "operator": "applied_intuition",
      "pillars": {
        "capability": "30.7",
        "commercial": "74.9",
        "manufacturing": "6.8",
        "revenue": "69.5",
        "safety": "67.6",
        "scale": "57.2"
      }
    },
    {
      "cadence": "12h",
      "composite": "23.0",
      "computed_at_utc": "2026-07-08T06:01:00Z",
      "index": "licensing",
      "methodology_version": "per-category-1.1",
      "operator": "autobrains",
      "pillars": {
        "capability": "12.8",
        "commercial": "51.1",
        "manufacturing": "5.0",
        "revenue": "34.3",
        "safety": "60.0",
        "scale": "10.2"
      }
    },
    {
      "cadence": "12h",
      "composite": "35.3",
      "computed_at_utc": "2026-07-08T06:01:00Z",
      "index": "licensing",
      "methodology_version": "per-category-1.1",
      "operator": "deeproute_ai",
      "pillars": {
        "capability": "18.7",
        "commercial": "46.6",
        "manufacturing": "12.6",
        "revenue": "40.9",
        "safety": "49.4",
        "scale": "52.4"
      }
    },
    {
      "cadence": "12h",
      "composite": "17.7",
      "computed_at_utc": "2026-07-08T06:01:00Z",
      "index": "licensing",
      "methodology_version": "per-category-1.1",
      "operator": "helm_ai",
      "pillars": {
        "capability": "12.7",
        "commercial": "49.9",
        "manufacturing": "4.9",
        "revenue": "10.4",
        "safety": "50.1",
        "scale": "5.1"
      }
    },
    {
      "cadence": "12h",
      "composite": "29.1",
      "computed_at_utc": "2026-07-08T06:01:00Z",
      "index": "licensing",
      "methodology_version": "per-category-1.1",
      "operator": "mobileye",
      "pillars": {
        "capability": "18.9",
        "commercial": "68.5",
        "manufacturing": "16.5",
        "revenue": "30.1",
        "safety": "63.0",
        "scale": "12.7"
      }
    },
    {
      "cadence": "12h",
      "composite": "26.9",
      "computed_at_utc": "2026-07-08T06:01:00Z",
      "index": "licensing",
      "methodology_version": "per-category-1.1",
      "operator": "momenta",
      "pillars": {
        "capability": "17.4",
        "commercial": "56.3",
        "manufacturing": "14.2",
        "revenue": "31.0",
        "safety": "55.0",
        "scale": "15.7"
      }
    },
    {
      "cadence": "12h",
      "composite": "21.0",
      "computed_at_utc": "2026-07-08T06:01:00Z",
      "index": "licensing",
      "methodology_version": "per-category-1.1",
      "operator": "nuro",
      "pillars": {
        "capability": "13.4",
        "commercial": "45.0",
        "manufacturing": "30.0",
        "revenue": "11.1",
        "safety": "38.2",
        "scale": "15.0"
      }
    },
    {
      "cadence": "12h",
      "composite": "25.2",
      "computed_at_utc": "2026-07-08T06:01:00Z",
      "index": "licensing",
      "methodology_version": "per-category-1.1",
      "operator": "wayve",
      "pillars": {
        "capability": "12.4",
        "commercial": "57.9",
        "manufacturing": "7.1",
        "revenue": "18.8",
        "safety": "60.1",
        "scale": "20.3"
      }
    },
    {
      "cadence": "12h",
      "composite": "33.6",
      "computed_at_utc": "2026-07-08T06:01:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "avride",
      "pillars": {
        "capability": "25.3",
        "commercial": "51.2",
        "manufacturing": "18.6",
        "revenue": "33.9",
        "safety": "24.9",
        "scale": "39.0"
      }
    },
    {
      "cadence": "12h",
      "composite": "82.3",
      "computed_at_utc": "2026-07-08T06:01:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "baidu_apollo",
      "pillars": {
        "capability": "65.4",
        "commercial": "86.1",
        "manufacturing": "83.5",
        "revenue": "85.6",
        "safety": "81.0",
        "scale": "93.9"
      }
    },
    {
      "cadence": "12h",
      "composite": "26.8",
      "computed_at_utc": "2026-07-08T06:01:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "cao_cao",
      "pillars": {
        "capability": "14.0",
        "commercial": "34.2",
        "manufacturing": "47.3",
        "revenue": "34.6",
        "safety": "32.9",
        "scale": "19.6"
      }
    },
    {
      "cadence": "12h",
      "composite": "28.7",
      "computed_at_utc": "2026-07-08T06:01:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "didi_av",
      "pillars": {
        "capability": "20.8",
        "commercial": "34.3",
        "manufacturing": "45.2",
        "revenue": "21.4",
        "safety": "41.9",
        "scale": "29.8"
      }
    },
    {
      "cadence": "12h",
      "composite": "2.1",
      "computed_at_utc": "2026-07-08T06:01:00Z",
      "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": "32.4",
      "computed_at_utc": "2026-07-08T06:01:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "may_mobility",
      "pillars": {
        "capability": "16.6",
        "commercial": "58.0",
        "manufacturing": "18.7",
        "revenue": "35.3",
        "safety": "60.0",
        "scale": "30.5"
      }
    },
    {
      "cadence": "12h",
      "composite": "26.6",
      "computed_at_utc": "2026-07-08T06:01:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "moia",
      "pillars": {
        "capability": "13.8",
        "commercial": "44.2",
        "manufacturing": "67.4",
        "revenue": "14.2",
        "safety": "45.5",
        "scale": "18.5"
      }
    },
    {
      "cadence": "12h",
      "composite": "29.3",
      "computed_at_utc": "2026-07-08T06:01:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "motional",
      "pillars": {
        "capability": "13.4",
        "commercial": "46.5",
        "manufacturing": "42.6",
        "revenue": "23.0",
        "safety": "70.0",
        "scale": "26.6"
      }
    },
    {
      "cadence": "12h",
      "composite": "58.1",
      "computed_at_utc": "2026-07-08T06:01:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "pony_ai",
      "pillars": {
        "capability": "44.2",
        "commercial": "74.2",
        "manufacturing": "36.3",
        "revenue": "58.9",
        "safety": "71.5",
        "scale": "67.8"
      }
    },
    {
      "cadence": "12h",
      "composite": "14.1",
      "computed_at_utc": "2026-07-08T06:01:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "tensor_auto",
      "pillars": {
        "capability": "13.8",
        "commercial": "23.4",
        "manufacturing": "38.4",
        "revenue": "8.8",
        "safety": "30.0",
        "scale": "0.3"
      }
    },
    {
      "cadence": "12h",
      "composite": "44.1",
      "computed_at_utc": "2026-07-08T06:01:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "tesla",
      "pillars": {
        "capability": "35.8",
        "commercial": "55.0",
        "manufacturing": "95.0",
        "revenue": "25.0",
        "safety": "40.5",
        "scale": "41.6"
      }
    },
    {
      "cadence": "12h",
      "composite": "18.9",
      "computed_at_utc": "2026-07-08T06:01:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "verne",
      "pillars": {
        "capability": "9.6",
        "commercial": "44.5",
        "manufacturing": "33.9",
        "revenue": "9.3",
        "safety": "42.0",
        "scale": "9.7"
      }
    },
    {
      "cadence": "12h",
      "composite": "83.7",
      "computed_at_utc": "2026-07-08T06:01:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "waymo",
      "pillars": {
        "capability": "78.1",
        "commercial": "84.0",
        "manufacturing": "58.8",
        "revenue": "87.5",
        "safety": "89.7",
        "scale": "95.0"
      }
    },
    {
      "cadence": "12h",
      "composite": "57.9",
      "computed_at_utc": "2026-07-08T06:01:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "weride",
      "pillars": {
        "capability": "43.4",
        "commercial": "68.0",
        "manufacturing": "38.1",
        "revenue": "62.6",
        "safety": "69.8",
        "scale": "68.0"
      }
    },
    {
      "cadence": "12h",
      "composite": "24.7",
      "computed_at_utc": "2026-07-08T06:01:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "xpeng",
      "pillars": {
        "capability": "14.0",
        "commercial": "28.0",
        "manufacturing": "83.7",
        "revenue": "21.2",
        "safety": "37.6",
        "scale": "10.2"
      }
    },
    {
      "cadence": "12h",
      "composite": "43.0",
      "computed_at_utc": "2026-07-08T06:01:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "zoox",
      "pillars": {
        "capability": "34.2",
        "commercial": "51.7",
        "manufacturing": "85.0",
        "revenue": "23.4",
        "safety": "80.0",
        "scale": "38.2"
      }
    },
    {
      "cadence": "12h",
      "composite": "42.2",
      "computed_at_utc": "2026-07-08T06:01:00Z",
      "index": "trucks",
      "methodology_version": "per-category-1.1",
      "operator": "aurora_innovation",
      "pillars": {
        "capability": "18.2",
        "commercial": "65.2",
        "manufacturing": "23.6",
        "revenue": "40.3",
        "safety": "73.4",
        "scale": "55.3"
      }
    },
    {
      "cadence": "12h",
      "composite": "43.0",
      "computed_at_utc": "2026-07-08T06:01:00Z",
      "index": "trucks",
      "methodology_version": "per-category-1.1",
      "operator": "bot_auto",
      "pillars": {
        "capability": "36.0",
        "commercial": "57.5",
        "manufacturing": "15.0",
        "revenue": "50.7",
        "safety": "68.8",
        "scale": "41.0"
      }
    },
    {
      "cadence": "12h",
      "composite": "45.3",
      "computed_at_utc": "2026-07-08T06:01:00Z",
      "index": "trucks",
      "methodology_version": "per-category-1.1",
      "operator": "kodiak_robotics",
      "pillars": {
        "capability": "30.3",
        "commercial": "61.4",
        "manufacturing": "27.6",
        "revenue": "53.4",
        "safety": "71.8",
        "scale": "46.0"
      }
    },
    {
      "cadence": "12h",
      "composite": "14.6",
      "computed_at_utc": "2026-07-08T06:01:00Z",
      "index": "trucks",
      "methodology_version": "per-category-1.1",
      "operator": "plus_ai",
      "pillars": {
        "capability": "10.0",
        "commercial": "25.0",
        "manufacturing": "8.3",
        "revenue": "10.0",
        "safety": "36.2",
        "scale": "15.0"
      }
    },
    {
      "cadence": "12h",
      "composite": "15.6",
      "computed_at_utc": "2026-07-08T06:01:00Z",
      "index": "trucks",
      "methodology_version": "per-category-1.1",
      "operator": "stack_av",
      "pillars": {
        "capability": "11.9",
        "commercial": "22.8",
        "manufacturing": "14.0",
        "revenue": "8.5",
        "safety": "35.6",
        "scale": "17.3"
      }
    },
    {
      "cadence": "12h",
      "composite": "31.1",
      "computed_at_utc": "2026-07-08T06:01:00Z",
      "index": "trucks",
      "methodology_version": "per-category-1.1",
      "operator": "torc_robotics",
      "pillars": {
        "capability": "16.2",
        "commercial": "43.5",
        "manufacturing": "59.7",
        "revenue": "21.2",
        "safety": "50.9",
        "scale": "31.2"
      }
    },
    {
      "cadence": "12h",
      "composite": "31.1",
      "computed_at_utc": "2026-07-08T06:01:00Z",
      "index": "trucks",
      "methodology_version": "per-category-1.1",
      "operator": "volvo_autonomous_solutions",
      "pillars": {
        "capability": "14.0",
        "commercial": "45.1",
        "manufacturing": "76.6",
        "revenue": "20.2",
        "safety": "57.5",
        "scale": "25.2"
      }
    },
    {
      "cadence": "12h",
      "composite": "18.4",
      "computed_at_utc": "2026-07-08T06:01:00Z",
      "index": "trucks",
      "methodology_version": "per-category-1.1",
      "operator": "waabi",
      "pillars": {
        "capability": "14.0",
        "commercial": "34.5",
        "manufacturing": "15.7",
        "revenue": "11.0",
        "safety": "40.2",
        "scale": "15.6"
      }
    }
  ]
}