{
  "cycle_id": "2026-07-27-0600",
  "snapshot_id": "snap-2026-07-27T06:00Z",
  "canonicalization_version": "jcs-1",
  "computed_at_utc": "2026-07-27T06:00:00Z",
  "cells": [
    {
      "cadence": "12h",
      "composite": "35.4",
      "computed_at_utc": "2026-07-27T06:00:00Z",
      "index": "delivery_bots",
      "methodology_version": "per-category-1.1",
      "operator": "avride_delivery",
      "pillars": {
        "capability": "18.2",
        "commercial": "56.1",
        "manufacturing": "32.1",
        "revenue": "32.0",
        "safety": "58.2",
        "scale": "47.3"
      }
    },
    {
      "cadence": "12h",
      "composite": "44.0",
      "computed_at_utc": "2026-07-27T06:00:00Z",
      "index": "delivery_bots",
      "methodology_version": "per-category-1.1",
      "operator": "coco",
      "pillars": {
        "capability": "25.0",
        "commercial": "66.7",
        "manufacturing": "48.9",
        "revenue": "42.8",
        "safety": "64.8",
        "scale": "52.6"
      }
    },
    {
      "cadence": "12h",
      "composite": "39.1",
      "computed_at_utc": "2026-07-27T06:00:00Z",
      "index": "delivery_bots",
      "methodology_version": "per-category-1.1",
      "operator": "doordash_dot",
      "pillars": {
        "capability": "24.7",
        "commercial": "58.6",
        "manufacturing": "37.4",
        "revenue": "39.2",
        "safety": "58.6",
        "scale": "45.3"
      }
    },
    {
      "cadence": "12h",
      "composite": "49.4",
      "computed_at_utc": "2026-07-27T06:00:00Z",
      "index": "delivery_bots",
      "methodology_version": "per-category-1.1",
      "operator": "meituan",
      "pillars": {
        "capability": "24.1",
        "commercial": "66.2",
        "manufacturing": "52.3",
        "revenue": "56.0",
        "safety": "61.3",
        "scale": "64.1"
      }
    },
    {
      "cadence": "12h",
      "composite": "56.6",
      "computed_at_utc": "2026-07-27T06:00:00Z",
      "index": "delivery_bots",
      "methodology_version": "per-category-1.1",
      "operator": "neolix",
      "pillars": {
        "capability": "29.4",
        "commercial": "71.6",
        "manufacturing": "80.6",
        "revenue": "53.9",
        "safety": "69.1",
        "scale": "73.4"
      }
    },
    {
      "cadence": "12h",
      "composite": "64.4",
      "computed_at_utc": "2026-07-27T06:00:00Z",
      "index": "delivery_bots",
      "methodology_version": "per-category-1.1",
      "operator": "serve_robotics",
      "pillars": {
        "capability": "44.7",
        "commercial": "78.4",
        "manufacturing": "57.5",
        "revenue": "70.4",
        "safety": "74.0",
        "scale": "78.6"
      }
    },
    {
      "cadence": "12h",
      "composite": "67.9",
      "computed_at_utc": "2026-07-27T06:00:00Z",
      "index": "delivery_bots",
      "methodology_version": "per-category-1.1",
      "operator": "starship_technologies",
      "pillars": {
        "capability": "34.5",
        "commercial": "85.1",
        "manufacturing": "78.3",
        "revenue": "73.8",
        "safety": "82.8",
        "scale": "89.1"
      }
    },
    {
      "cadence": "12h",
      "composite": "61.9",
      "computed_at_utc": "2026-07-27T06:00:00Z",
      "index": "licensing",
      "methodology_version": "per-category-1.1",
      "operator": "applied_intuition",
      "pillars": {
        "capability": "33.6",
        "commercial": "86.3",
        "manufacturing": "26.3",
        "revenue": "83.1",
        "safety": "81.9",
        "scale": "79.5"
      }
    },
    {
      "cadence": "12h",
      "composite": "22.2",
      "computed_at_utc": "2026-07-27T06:00:00Z",
      "index": "licensing",
      "methodology_version": "per-category-1.1",
      "operator": "autobrains",
      "pillars": {
        "capability": "12.6",
        "commercial": "51.0",
        "manufacturing": "5.1",
        "revenue": "29.9",
        "safety": "60.0",
        "scale": "9.5"
      }
    },
    {
      "cadence": "12h",
      "composite": "43.0",
      "computed_at_utc": "2026-07-27T06:00:00Z",
      "index": "licensing",
      "methodology_version": "per-category-1.1",
      "operator": "deeproute_ai",
      "pillars": {
        "capability": "22.7",
        "commercial": "58.0",
        "manufacturing": "27.7",
        "revenue": "47.1",
        "safety": "51.5",
        "scale": "62.3"
      }
    },
    {
      "cadence": "12h",
      "composite": "17.3",
      "computed_at_utc": "2026-07-27T06:00:00Z",
      "index": "licensing",
      "methodology_version": "per-category-1.1",
      "operator": "helm_ai",
      "pillars": {
        "capability": "12.1",
        "commercial": "48.6",
        "manufacturing": "4.9",
        "revenue": "10.1",
        "safety": "50.1",
        "scale": "5.1"
      }
    },
    {
      "cadence": "12h",
      "composite": "38.5",
      "computed_at_utc": "2026-07-27T06:00:00Z",
      "index": "licensing",
      "methodology_version": "per-category-1.1",
      "operator": "mobileye",
      "pillars": {
        "capability": "21.0",
        "commercial": "73.9",
        "manufacturing": "22.4",
        "revenue": "41.1",
        "safety": "64.6",
        "scale": "33.2"
      }
    },
    {
      "cadence": "12h",
      "composite": "36.4",
      "computed_at_utc": "2026-07-27T06:00:00Z",
      "index": "licensing",
      "methodology_version": "per-category-1.1",
      "operator": "momenta",
      "pillars": {
        "capability": "22.1",
        "commercial": "60.7",
        "manufacturing": "16.1",
        "revenue": "39.8",
        "safety": "56.0",
        "scale": "38.4"
      }
    },
    {
      "cadence": "12h",
      "composite": "20.9",
      "computed_at_utc": "2026-07-27T06:00:00Z",
      "index": "licensing",
      "methodology_version": "per-category-1.1",
      "operator": "nuro",
      "pillars": {
        "capability": "11.8",
        "commercial": "56.4",
        "manufacturing": "26.7",
        "revenue": "10.0",
        "safety": "25.1",
        "scale": "14.4"
      }
    },
    {
      "cadence": "12h",
      "composite": "26.9",
      "computed_at_utc": "2026-07-27T06:00:00Z",
      "index": "licensing",
      "methodology_version": "per-category-1.1",
      "operator": "wayve",
      "pillars": {
        "capability": "15.3",
        "commercial": "67.0",
        "manufacturing": "8.5",
        "revenue": "15.5",
        "safety": "61.0",
        "scale": "19.6"
      }
    },
    {
      "cadence": "12h",
      "composite": "29.6",
      "computed_at_utc": "2026-07-27T06:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "avride",
      "pillars": {
        "capability": "13.6",
        "commercial": "53.3",
        "manufacturing": "21.4",
        "revenue": "26.8",
        "safety": "23.4",
        "scale": "38.3"
      }
    },
    {
      "cadence": "12h",
      "composite": "79.6",
      "computed_at_utc": "2026-07-27T06:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "baidu_apollo",
      "pillars": {
        "capability": "65.4",
        "commercial": "86.6",
        "manufacturing": "73.9",
        "revenue": "80.6",
        "safety": "82.0",
        "scale": "90.8"
      }
    },
    {
      "cadence": "12h",
      "composite": "35.6",
      "computed_at_utc": "2026-07-27T06:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "cao_cao",
      "pillars": {
        "capability": "14.0",
        "commercial": "41.7",
        "manufacturing": "64.8",
        "revenue": "44.6",
        "safety": "48.6",
        "scale": "32.0"
      }
    },
    {
      "cadence": "12h",
      "composite": "45.4",
      "computed_at_utc": "2026-07-27T06:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "didi_av",
      "pillars": {
        "capability": "30.1",
        "commercial": "61.4",
        "manufacturing": "62.2",
        "revenue": "37.6",
        "safety": "67.0",
        "scale": "46.5"
      }
    },
    {
      "cadence": "12h",
      "composite": "2.1",
      "computed_at_utc": "2026-07-27T06:00:00Z",
      "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": "32.0",
      "computed_at_utc": "2026-07-27T06:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "may_mobility",
      "pillars": {
        "capability": "16.0",
        "commercial": "56.0",
        "manufacturing": "18.0",
        "revenue": "38.0",
        "safety": "60.0",
        "scale": "28.8"
      }
    },
    {
      "cadence": "12h",
      "composite": "25.2",
      "computed_at_utc": "2026-07-27T06:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "moia",
      "pillars": {
        "capability": "13.7",
        "commercial": "45.0",
        "manufacturing": "62.8",
        "revenue": "10.7",
        "safety": "51.4",
        "scale": "16.2"
      }
    },
    {
      "cadence": "12h",
      "composite": "32.8",
      "computed_at_utc": "2026-07-27T06:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "motional",
      "pillars": {
        "capability": "15.2",
        "commercial": "50.2",
        "manufacturing": "43.0",
        "revenue": "29.3",
        "safety": "70.0",
        "scale": "31.4"
      }
    },
    {
      "cadence": "12h",
      "composite": "60.7",
      "computed_at_utc": "2026-07-27T06:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "pony_ai",
      "pillars": {
        "capability": "44.4",
        "commercial": "77.8",
        "manufacturing": "45.7",
        "revenue": "59.3",
        "safety": "70.1",
        "scale": "71.8"
      }
    },
    {
      "cadence": "12h",
      "composite": "21.7",
      "computed_at_utc": "2026-07-27T06:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "tensor_auto",
      "pillars": {
        "capability": "14.0",
        "commercial": "44.2",
        "manufacturing": "35.9",
        "revenue": "11.4",
        "safety": "42.9",
        "scale": "14.2"
      }
    },
    {
      "cadence": "12h",
      "composite": "42.9",
      "computed_at_utc": "2026-07-27T06:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "tesla",
      "pillars": {
        "capability": "35.6",
        "commercial": "54.8",
        "manufacturing": "95.0",
        "revenue": "22.4",
        "safety": "38.0",
        "scale": "39.5"
      }
    },
    {
      "cadence": "12h",
      "composite": "22.5",
      "computed_at_utc": "2026-07-27T06:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "verne",
      "pillars": {
        "capability": "13.2",
        "commercial": "54.0",
        "manufacturing": "39.3",
        "revenue": "7.8",
        "safety": "45.0",
        "scale": "13.6"
      }
    },
    {
      "cadence": "12h",
      "composite": "77.1",
      "computed_at_utc": "2026-07-27T06:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "waymo",
      "pillars": {
        "capability": "77.2",
        "commercial": "73.1",
        "manufacturing": "20.0",
        "revenue": "85.0",
        "safety": "86.0",
        "scale": "94.0"
      }
    },
    {
      "cadence": "12h",
      "composite": "56.3",
      "computed_at_utc": "2026-07-27T06:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "weride",
      "pillars": {
        "capability": "47.8",
        "commercial": "65.0",
        "manufacturing": "25.0",
        "revenue": "58.0",
        "safety": "70.0",
        "scale": "68.0"
      }
    },
    {
      "cadence": "12h",
      "composite": "36.5",
      "computed_at_utc": "2026-07-27T06:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "xpeng",
      "pillars": {
        "capability": "15.2",
        "commercial": "35.6",
        "manufacturing": "76.9",
        "revenue": "50.1",
        "safety": "60.0",
        "scale": "26.4"
      }
    },
    {
      "cadence": "12h",
      "composite": "34.6",
      "computed_at_utc": "2026-07-27T06:00:00Z",
      "index": "robotaxi",
      "methodology_version": "per-category-1.1",
      "operator": "zoox",
      "pillars": {
        "capability": "33.6",
        "commercial": "45.9",
        "manufacturing": "85.0",
        "revenue": "0.0",
        "safety": "80.0",
        "scale": "27.3"
      }
    },
    {
      "cadence": "12h",
      "composite": "49.6",
      "computed_at_utc": "2026-07-27T06:00:00Z",
      "index": "trucks",
      "methodology_version": "per-category-1.1",
      "operator": "aurora_innovation",
      "pillars": {
        "capability": "25.6",
        "commercial": "75.8",
        "manufacturing": "29.0",
        "revenue": "47.5",
        "safety": "76.9",
        "scale": "62.5"
      }
    },
    {
      "cadence": "12h",
      "composite": "37.6",
      "computed_at_utc": "2026-07-27T06:00:00Z",
      "index": "trucks",
      "methodology_version": "per-category-1.1",
      "operator": "bot_auto",
      "pillars": {
        "capability": "30.7",
        "commercial": "52.3",
        "manufacturing": "15.3",
        "revenue": "36.7",
        "safety": "60.1",
        "scale": "41.0"
      }
    },
    {
      "cadence": "12h",
      "composite": "59.4",
      "computed_at_utc": "2026-07-27T06:00:00Z",
      "index": "trucks",
      "methodology_version": "per-category-1.1",
      "operator": "kodiak_robotics",
      "pillars": {
        "capability": "35.6",
        "commercial": "76.8",
        "manufacturing": "26.8",
        "revenue": "71.9",
        "safety": "80.0",
        "scale": "71.8"
      }
    },
    {
      "cadence": "12h",
      "composite": "17.9",
      "computed_at_utc": "2026-07-27T06:00:00Z",
      "index": "trucks",
      "methodology_version": "per-category-1.1",
      "operator": "plus_ai",
      "pillars": {
        "capability": "14.4",
        "commercial": "26.6",
        "manufacturing": "10.0",
        "revenue": "10.2",
        "safety": "52.9",
        "scale": "18.5"
      }
    },
    {
      "cadence": "12h",
      "composite": "22.5",
      "computed_at_utc": "2026-07-27T06:00:00Z",
      "index": "trucks",
      "methodology_version": "per-category-1.1",
      "operator": "stack_av",
      "pillars": {
        "capability": "14.0",
        "commercial": "30.4",
        "manufacturing": "15.2",
        "revenue": "17.5",
        "safety": "49.0",
        "scale": "28.0"
      }
    },
    {
      "cadence": "12h",
      "composite": "34.8",
      "computed_at_utc": "2026-07-27T06:00:00Z",
      "index": "trucks",
      "methodology_version": "per-category-1.1",
      "operator": "torc_robotics",
      "pillars": {
        "capability": "19.5",
        "commercial": "57.2",
        "manufacturing": "59.4",
        "revenue": "15.1",
        "safety": "66.9",
        "scale": "36.2"
      }
    },
    {
      "cadence": "12h",
      "composite": "39.7",
      "computed_at_utc": "2026-07-27T06:00:00Z",
      "index": "trucks",
      "methodology_version": "per-category-1.1",
      "operator": "volvo_autonomous_solutions",
      "pillars": {
        "capability": "17.8",
        "commercial": "52.5",
        "manufacturing": "75.1",
        "revenue": "38.6",
        "safety": "57.6",
        "scale": "37.0"
      }
    },
    {
      "cadence": "12h",
      "composite": "32.7",
      "computed_at_utc": "2026-07-27T06:00:00Z",
      "index": "trucks",
      "methodology_version": "per-category-1.1",
      "operator": "waabi",
      "pillars": {
        "capability": "21.0",
        "commercial": "64.2",
        "manufacturing": "15.2",
        "revenue": "25.6",
        "safety": "55.3",
        "scale": "33.8"
      }
    }
  ]
}