{
  "ok": true,
  "country": {
    "code": "LA",
    "name": "Laos",
    "flag": "🇱🇦"
  },
  "model": {
    "meanMonthly": 151,
    "sigma": 0.7764,
    "mu": 4.715199999999999,
    "gini": 34.7,
    "giniAdjusted": 41.7,
    "giniBasis": "consumption",
    "giniEstimated": false
  },
  "source": {
    "gniPerCapitaUsd": 2150,
    "gniYear": 2025,
    "giniYear": 2024
  },
  "bands": {
    "survival": {
      "monthlyUsd": 377,
      "annualUsd": 4524,
      "local": {
        "currency": "LAK",
        "monthly": 7603084,
        "annual": 91237005
      }
    },
    "minimum": {
      "monthlyUsd": 79,
      "annualUsd": 948,
      "local": {
        "currency": "LAK",
        "monthly": 1593219,
        "annual": 19118630
      }
    },
    "minimumNote": "ILOSTAT statutory monthly minimum wage, 2024 (USD).",
    "minimumSource": "ilostat",
    "median": {
      "monthlyUsd": 112,
      "annualUsd": 1344,
      "local": {
        "currency": "LAK",
        "monthly": 2258741,
        "annual": 27104893
      }
    },
    "comfortable": {
      "monthlyUsd": 188,
      "annualUsd": 2256,
      "local": {
        "currency": "LAK",
        "monthly": 3791458,
        "annual": 45497499
      }
    },
    "top10": {
      "monthlyUsd": 302,
      "annualUsd": 3624,
      "local": {
        "currency": "LAK",
        "monthly": 6090534,
        "annual": 73086408
      }
    },
    "top1": {
      "monthlyUsd": 680,
      "annualUsd": 8160,
      "local": {
        "currency": "LAK",
        "monthly": 13713785,
        "annual": 164565421
      }
    }
  },
  "curve": [
    {
      "p": 10,
      "monthlyUsd": 41
    },
    {
      "p": 25,
      "monthlyUsd": 66
    },
    {
      "p": 50,
      "monthlyUsd": 112
    },
    {
      "p": 75,
      "monthlyUsd": 188
    },
    {
      "p": 90,
      "monthlyUsd": 302
    },
    {
      "p": 95,
      "monthlyUsd": 400
    },
    {
      "p": 99,
      "monthlyUsd": 680
    }
  ],
  "attribution": {
    "sources": [
      {
        "id": "worldbank-gni-gini",
        "label": "World Bank — GNI per capita & Gini index",
        "attribution": "Log-normal wage model calibrated on World Bank GNI per capita (adjusted by the employment-to-population ratio) and the Gini index. Estimates, not payroll data.",
        "updated": "2025/2024",
        "year": 2025,
        "url": "https://data.worldbank.org/indicator/NY.GNP.PCAP.CD"
      }
    ],
    "citation": "Geo-Parity — Local Salary Benchmarker. Data: World Bank — GNI per capita & Gini index (2025). https://geo-parity.com/wage-bands/laos/",
    "permalink": "https://geo-parity.com/wage-bands/laos/",
    "terms": "Free to use and quote with attribution. Figures are estimates for orientation, not advice."
  }
}