{
  "count": 4,
  "pagination": {
    "total": 4,
    "limit": 500,
    "offset": 0,
    "returned": 4,
    "next_offset": null,
    "next": null,
    "prev": null
  },
  "use_case": "solar-panel-cleaning-utility",
  "provider": null,
  "license": "Creative Commons Attribution 4.0 International: attribute \"Whirrwork Robot Price Index\"",
  "note": "Published benchmarks with sources, not quotes. older_price=true: as_of is more than 18 months old. low=null means \"up to\"; high=null means \"from\". Converted values use a dated ECB reference rate (see converted.fx), not the rate at as_of.",
  "summary": {
    "label": "$0.37–$4 / panel",
    "low": 0.37,
    "high": 4,
    "currency": "USD",
    "unit": "per panel",
    "count": 3,
    "latest": "2026-10",
    "older": false
  },
  "prices": [
    {
      "kind": "benchmark",
      "use_case_id": "solar-panel-cleaning-utility",
      "use_case": "Utility-scale solar panel cleaning",
      "provider_id": null,
      "description": "Robotic cleaning-as-a-service, India utility-scale",
      "low": 0.45,
      "high": 0.7,
      "currency": "INR",
      "unit": "per panel per cycle",
      "region": "IN",
      "source_url": "https://taypro.in/solar-cleaning-capex-vs-opex",
      "as_of": "2026-10",
      "display": "₹0.45–₹0.7 / panel per cycle",
      "older_price": false
    },
    {
      "kind": "benchmark",
      "use_case_id": "solar-panel-cleaning-utility",
      "use_case": "Utility-scale solar panel cleaning",
      "provider_id": null,
      "description": "Utility-scale panel cleaning (all methods), 101-250 MW sites, plus mob/demob",
      "low": 0.37,
      "high": 0.75,
      "currency": "USD",
      "unit": "per panel",
      "region": "US",
      "source_url": "https://soilar.tech/solar-farm-cleaning-costs/",
      "as_of": "2026-10",
      "display": "$0.37–$0.75 / panel",
      "older_price": false
    },
    {
      "kind": "benchmark",
      "use_case_id": "solar-panel-cleaning-utility",
      "use_case": "Utility-scale solar panel cleaning",
      "provider_id": null,
      "description": "Panel cleaning (all methods), sites up to 10 MW, plus mob/demob",
      "low": 0.75,
      "high": 4,
      "currency": "USD",
      "unit": "per panel",
      "region": "US",
      "source_url": "https://soilar.tech/solar-farm-cleaning-costs/",
      "as_of": "2026-10",
      "display": "$0.75–$4 / panel",
      "older_price": false
    },
    {
      "kind": "provider_published",
      "use_case_id": "solar-panel-cleaning-utility",
      "use_case_specific": true,
      "use_case": "Utility-scale solar panel cleaning",
      "provider_id": "taypro",
      "provider": "Taypro",
      "description": "Robotic solar cleaning service (OPEX model)",
      "low": 0.45,
      "high": 0.7,
      "currency": "INR",
      "unit": "per panel per cycle",
      "region": "",
      "source_url": "https://taypro.in/solar-cleaning-capex-vs-opex",
      "as_of": "2026-10",
      "display": "₹0.45–₹0.7 / panel per cycle",
      "older_price": false
    }
  ]
}