{
  "ok": true,
  "country": {
    "code": "VU",
    "name": "Vanuatu",
    "flag": "🇻🇺"
  },
  "model": {
    "meanMonthly": 366,
    "sigma": 0.7273999999999999,
    "mu": 5.6385,
    "gini": 32.3,
    "giniAdjusted": 39.3,
    "giniBasis": "consumption",
    "giniEstimated": false
  },
  "source": {
    "gniPerCapitaUsd": 4410,
    "gniYear": 2025,
    "giniYear": 2019
  },
  "bands": {
    "survival": {
      "monthlyUsd": 2338,
      "annualUsd": 28056,
      "local": {
        "currency": "VUV",
        "monthly": 278608,
        "annual": 3343293
      }
    },
    "minimum": {
      "monthlyUsd": 480,
      "annualUsd": 5760,
      "local": {
        "currency": "VUV",
        "monthly": 57199,
        "annual": 686390
      }
    },
    "minimumNote": "ILOSTAT statutory monthly minimum wage, 2024 (USD).",
    "minimumSource": "ilostat",
    "median": {
      "monthlyUsd": 281,
      "annualUsd": 3372,
      "local": {
        "currency": "VUV",
        "monthly": 33485,
        "annual": 401824
      }
    },
    "comfortable": {
      "monthlyUsd": 459,
      "annualUsd": 5508,
      "local": {
        "currency": "VUV",
        "monthly": 54697,
        "annual": 656361
      }
    },
    "top10": {
      "monthlyUsd": 714,
      "annualUsd": 8568,
      "local": {
        "currency": "VUV",
        "monthly": 85084,
        "annual": 1021006
      }
    },
    "top1": {
      "monthlyUsd": 1527,
      "annualUsd": 18324,
      "local": {
        "currency": "VUV",
        "monthly": 181965,
        "annual": 2183579
      }
    }
  },
  "curve": [
    {
      "p": 10,
      "monthlyUsd": 111
    },
    {
      "p": 25,
      "monthlyUsd": 172
    },
    {
      "p": 50,
      "monthlyUsd": 281
    },
    {
      "p": 75,
      "monthlyUsd": 459
    },
    {
      "p": 90,
      "monthlyUsd": 714
    },
    {
      "p": 95,
      "monthlyUsd": 930
    },
    {
      "p": 99,
      "monthlyUsd": 1527
    }
  ],
  "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": "2025/2019",
        "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/vanuatu/",
    "permalink": "https://geo-parity.com/wage-bands/vanuatu/",
    "terms": "Free to use and quote with attribution. Figures are estimates for orientation, not advice."
  }
}