{ "ok": true, "source": { "id": "worldbank-cons", "label": "World Bank β€” Consumption", "auto": true }, "base": { "code": "ZA", "name": "South Africa", "currency": "ZAR", "flag": "πŸ‡ΏπŸ‡¦", "pppIndex": 0.433, "year": 2025 }, "target": { "code": "MY", "name": "Malaysia", "currency": "MYR", "flag": "πŸ‡²πŸ‡Ύ", "pppIndex": 0.334, "year": 2025 }, "items": [ { "item": { "id": "rent-1br-center", "label": "Rent: 1-bedroom, city center", "emoji": "πŸ™οΈ", "category": "Housing", "usPrice": 1750, "unit": "/month", "elasticity": 1.4, "monthlyQty": 0 }, "base": { "usd": 542.15, "local": { "currency": "ZAR", "amount": 9698.52 } }, "target": { "usd": 376.95, "local": { "currency": "MYR", "amount": 1614.85 } }, "pctDiff": -30.47 }, { "item": { "id": "rent-1br-outside", "label": "Rent: 1-bedroom, outside center", "emoji": "🏑", "category": "Housing", "usPrice": 1400, "unit": "/month", "elasticity": 1.4, "monthlyQty": 1 }, "base": { "usd": 433.72, "local": { "currency": "ZAR", "amount": 7758.82 } }, "target": { "usd": 301.56, "local": { "currency": "MYR", "amount": 1291.88 } }, "pctDiff": -30.47 }, { "item": { "id": "rent-3br-center", "label": "Rent: 3-bedroom, city center", "emoji": "🏒", "category": "Housing", "usPrice": 3200, "unit": "/month", "elasticity": 1.4, "monthlyQty": 0 }, "base": { "usd": 991.36, "local": { "currency": "ZAR", "amount": 17734.44 } }, "target": { "usd": 689.28, "local": { "currency": "MYR", "amount": 2952.88 } }, "pctDiff": -30.47 }, { "item": { "id": "meal-cheap", "label": "Meal, inexpensive restaurant", "emoji": "🍜", "category": "Food out", "usPrice": 18, "unit": "", "elasticity": 1.1, "monthlyQty": 8 }, "base": { "usd": 7.17, "local": { "currency": "ZAR", "amount": 128.26 } }, "target": { "usd": 5.39, "local": { "currency": "MYR", "amount": 23.09 } }, "pctDiff": -24.83 }, { "item": { "id": "dinner-mid", "label": "Dinner for two, mid-range", "emoji": "🍽️", "category": "Food out", "usPrice": 75, "unit": "3 courses", "elasticity": 1.1, "monthlyQty": 2 }, "base": { "usd": 29.87, "local": { "currency": "ZAR", "amount": 534.34 } }, "target": { "usd": 22.45, "local": { "currency": "MYR", "amount": 96.18 } }, "pctDiff": -24.84 }, { "item": { "id": "fastfood-combo", "label": "Fast-food combo meal", "emoji": "πŸ”", "category": "Food out", "usPrice": 11, "unit": "", "elasticity": 1, "monthlyQty": 0 }, "base": { "usd": 4.76, "local": { "currency": "ZAR", "amount": 85.15 } }, "target": { "usd": 3.67, "local": { "currency": "MYR", "amount": 15.72 } }, "pctDiff": -22.9 }, { "item": { "id": "milk", "label": "Milk, 1L", "emoji": "πŸ₯›", "category": "Groceries", "usPrice": 1.1, "unit": "", "elasticity": 0.8, "monthlyQty": 8 }, "base": { "usd": 0.56, "local": { "currency": "ZAR", "amount": 10.02 } }, "target": { "usd": 0.46, "local": { "currency": "MYR", "amount": 1.97 } }, "pctDiff": -17.86 }, { "item": { "id": "bread", "label": "Bread, fresh loaf 500g", "emoji": "🍞", "category": "Groceries", "usPrice": 3.2, "unit": "", "elasticity": 0.8, "monthlyQty": 6 }, "base": { "usd": 1.64, "local": { "currency": "ZAR", "amount": 29.34 } }, "target": { "usd": 1.33, "local": { "currency": "MYR", "amount": 5.7 } }, "pctDiff": -18.9 }, { "item": { "id": "eggs", "label": "Eggs, dozen", "emoji": "πŸ₯š", "category": "Groceries", "usPrice": 3.4, "unit": "", "elasticity": 0.8, "monthlyQty": 4 }, "base": { "usd": 1.74, "local": { "currency": "ZAR", "amount": 31.13 } }, "target": { "usd": 1.41, "local": { "currency": "MYR", "amount": 6.04 } }, "pctDiff": -18.97 }, { "item": { "id": "chicken", "label": "Chicken breast, 1kg", "emoji": "πŸ—", "category": "Groceries", "usPrice": 10, "unit": "", "elasticity": 0.8, "monthlyQty": 4 }, "base": { "usd": 5.12, "local": { "currency": "ZAR", "amount": 91.59 } }, "target": { "usd": 4.16, "local": { "currency": "MYR", "amount": 17.82 } }, "pctDiff": -18.75 }, { "item": { "id": "rice", "label": "White rice, 1kg", "emoji": "🍚", "category": "Groceries", "usPrice": 4, "unit": "", "elasticity": 0.8, "monthlyQty": 2 }, "base": { "usd": 2.05, "local": { "currency": "ZAR", "amount": 36.67 } }, "target": { "usd": 1.66, "local": { "currency": "MYR", "amount": 7.11 } }, "pctDiff": -19.02 }, { "item": { "id": "apples", "label": "Apples, 1kg", "emoji": "🍎", "category": "Groceries", "usPrice": 4.8, "unit": "", "elasticity": 0.8, "monthlyQty": 3 }, "base": { "usd": 2.46, "local": { "currency": "ZAR", "amount": 44.01 } }, "target": { "usd": 2, "local": { "currency": "MYR", "amount": 8.57 } }, "pctDiff": -18.7 }, { "item": { "id": "cheese", "label": "Local cheese, 1kg", "emoji": "πŸ§€", "category": "Groceries", "usPrice": 12, "unit": "", "elasticity": 0.8, "monthlyQty": 1 }, "base": { "usd": 6.14, "local": { "currency": "ZAR", "amount": 109.84 } }, "target": { "usd": 4.99, "local": { "currency": "MYR", "amount": 21.38 } }, "pctDiff": -18.73 }, { "item": { "id": "water-bottle", "label": "Water, 1.5L bottle", "emoji": "πŸ’§", "category": "Groceries", "usPrice": 2, "unit": "", "elasticity": 0.8, "monthlyQty": 8 }, "base": { "usd": 1.02, "local": { "currency": "ZAR", "amount": 18.25 } }, "target": { "usd": 0.83, "local": { "currency": "MYR", "amount": 3.56 } }, "pctDiff": -18.63 }, { "item": { "id": "pint", "label": "Domestic beer, pint (draught)", "emoji": "🍺", "category": "Drinks", "usPrice": 6, "unit": "0.5L", "elasticity": 1.1, "monthlyQty": 6 }, "base": { "usd": 2.39, "local": { "currency": "ZAR", "amount": 42.75 } }, "target": { "usd": 1.8, "local": { "currency": "MYR", "amount": 7.71 } }, "pctDiff": -24.69 }, { "item": { "id": "beer-import", "label": "Imported beer, 330ml bottle", "emoji": "🍻", "category": "Drinks", "usPrice": 8, "unit": "", "elasticity": 0.4, "monthlyQty": 0 }, "base": { "usd": 5.72, "local": { "currency": "ZAR", "amount": 102.33 } }, "target": { "usd": 5.16, "local": { "currency": "MYR", "amount": 22.11 } }, "pctDiff": -9.79 }, { "item": { "id": "cappuccino", "label": "Cappuccino", "emoji": "β˜•", "category": "Drinks", "usPrice": 5, "unit": "regular", "elasticity": 1.1, "monthlyQty": 12 }, "base": { "usd": 1.99, "local": { "currency": "ZAR", "amount": 35.6 } }, "target": { "usd": 1.5, "local": { "currency": "MYR", "amount": 6.43 } }, "pctDiff": -24.62 }, { "item": { "id": "coke", "label": "Coke/Pepsi, 330ml", "emoji": "πŸ₯€", "category": "Drinks", "usPrice": 2.3, "unit": "", "elasticity": 0.8, "monthlyQty": 0 }, "base": { "usd": 1.18, "local": { "currency": "ZAR", "amount": 21.11 } }, "target": { "usd": 0.96, "local": { "currency": "MYR", "amount": 4.11 } }, "pctDiff": -18.64 }, { "item": { "id": "transit-month", "label": "Public transport, monthly pass", "emoji": "πŸš‡", "category": "Transport", "usPrice": 65, "unit": "/month", "elasticity": 1, "monthlyQty": 1 }, "base": { "usd": 28.15, "local": { "currency": "ZAR", "amount": 503.58 } }, "target": { "usd": 21.71, "local": { "currency": "MYR", "amount": 93.01 } }, "pctDiff": -22.88 }, { "item": { "id": "transit-single", "label": "Public transport, one-way", "emoji": "🎫", "category": "Transport", "usPrice": 2.75, "unit": "", "elasticity": 1, "monthlyQty": 0 }, "base": { "usd": 1.19, "local": { "currency": "ZAR", "amount": 21.29 } }, "target": { "usd": 0.92, "local": { "currency": "MYR", "amount": 3.94 } }, "pctDiff": -22.69 }, { "item": { "id": "taxi-start", "label": "Taxi start (normal tariff)", "emoji": "πŸš•", "category": "Transport", "usPrice": 4, "unit": "", "elasticity": 1.1, "monthlyQty": 0 }, "base": { "usd": 1.59, "local": { "currency": "ZAR", "amount": 28.44 } }, "target": { "usd": 1.2, "local": { "currency": "MYR", "amount": 5.14 } }, "pctDiff": -24.53 }, { "item": { "id": "taxi-km", "label": "Taxi, per km", "emoji": "πŸ›£οΈ", "category": "Transport", "usPrice": 1.8, "unit": "/km", "elasticity": 1.1, "monthlyQty": 0 }, "base": { "usd": 0.72, "local": { "currency": "ZAR", "amount": 12.88 } }, "target": { "usd": 0.54, "local": { "currency": "MYR", "amount": 2.31 } }, "pctDiff": -25 }, { "item": { "id": "petrol", "label": "Petrol/gasoline, 1L", "emoji": "β›½", "category": "Transport", "usPrice": 0.95, "unit": "", "elasticity": 0.4, "monthlyQty": 0 }, "base": { "usd": 0.68, "local": { "currency": "ZAR", "amount": 12.16 } }, "target": { "usd": 0.61, "local": { "currency": "MYR", "amount": 2.61 } }, "pctDiff": -10.29 }, { "item": { "id": "utilities", "label": "Basic utilities, 85mΒ² apartment", "emoji": "πŸ’‘", "category": "Utilities & comms", "usPrice": 200, "unit": "/month", "elasticity": 1, "monthlyQty": 1 }, "base": { "usd": 86.6, "local": { "currency": "ZAR", "amount": 1549.19 } }, "target": { "usd": 66.8, "local": { "currency": "MYR", "amount": 286.17 } }, "pctDiff": -22.86 }, { "item": { "id": "internet", "label": "Internet, 60Mbps+ unlimited", "emoji": "🌐", "category": "Utilities & comms", "usPrice": 70, "unit": "/month", "elasticity": 1, "monthlyQty": 1 }, "base": { "usd": 30.31, "local": { "currency": "ZAR", "amount": 542.22 } }, "target": { "usd": 23.38, "local": { "currency": "MYR", "amount": 100.16 } }, "pctDiff": -22.86 }, { "item": { "id": "mobile", "label": "Mobile plan, 10GB+ data", "emoji": "πŸ“±", "category": "Utilities & comms", "usPrice": 45, "unit": "/month", "elasticity": 1, "monthlyQty": 1 }, "base": { "usd": 19.49, "local": { "currency": "ZAR", "amount": 348.66 } }, "target": { "usd": 15.03, "local": { "currency": "MYR", "amount": 64.39 } }, "pctDiff": -22.88 }, { "item": { "id": "gym", "label": "Gym membership, month", "emoji": "πŸ‹οΈ", "category": "Lifestyle", "usPrice": 50, "unit": "/month", "elasticity": 1.1, "monthlyQty": 1 }, "base": { "usd": 19.91, "local": { "currency": "ZAR", "amount": 356.17 } }, "target": { "usd": 14.97, "local": { "currency": "MYR", "amount": 64.13 } }, "pctDiff": -24.81 }, { "item": { "id": "cinema", "label": "Cinema seat", "emoji": "🎬", "category": "Lifestyle", "usPrice": 14, "unit": "", "elasticity": 1.1, "monthlyQty": 2 }, "base": { "usd": 5.58, "local": { "currency": "ZAR", "amount": 99.82 } }, "target": { "usd": 4.19, "local": { "currency": "MYR", "amount": 17.95 } }, "pctDiff": -24.91 }, { "item": { "id": "haircut", "label": "Men's haircut", "emoji": "πŸ’ˆ", "category": "Lifestyle", "usPrice": 30, "unit": "", "elasticity": 1.1, "monthlyQty": 1 }, "base": { "usd": 11.95, "local": { "currency": "ZAR", "amount": 213.77 } }, "target": { "usd": 8.98, "local": { "currency": "MYR", "amount": 38.47 } }, "pctDiff": -24.85 }, { "item": { "id": "jeans", "label": "Jeans (mid-range brand)", "emoji": "πŸ‘–", "category": "Lifestyle", "usPrice": 55, "unit": "", "elasticity": 0.4, "monthlyQty": 0 }, "base": { "usd": 39.35, "local": { "currency": "ZAR", "amount": 703.93 } }, "target": { "usd": 35.47, "local": { "currency": "MYR", "amount": 151.95 } }, "pctDiff": -9.86 }, { "item": { "id": "sneakers", "label": "Running shoes (brand)", "emoji": "πŸ‘Ÿ", "category": "Lifestyle", "usPrice": 90, "unit": "", "elasticity": 0.4, "monthlyQty": 0 }, "base": { "usd": 64.39, "local": { "currency": "ZAR", "amount": 1151.87 } }, "target": { "usd": 58.04, "local": { "currency": "MYR", "amount": 248.64 } }, "pctDiff": -9.86 }, { "item": { "id": "coworking", "label": "Coworking hot desk, month", "emoji": "πŸ’»", "category": "Lifestyle", "usPrice": 250, "unit": "/month", "elasticity": 1.1, "monthlyQty": 0 }, "base": { "usd": 99.56, "local": { "currency": "ZAR", "amount": 1781.03 } }, "target": { "usd": 74.83, "local": { "currency": "MYR", "amount": 320.57 } }, "pctDiff": -24.84 } ], "categoryTotals": [ { "category": "Housing", "base": 1967.23, "target": 1367.79, "pctDiff": -30.47 }, { "category": "Food out", "base": 41.8, "target": 31.51, "pctDiff": -24.62 }, { "category": "Groceries", "base": 20.73, "target": 16.84, "pctDiff": -18.77 }, { "category": "Drinks", "base": 11.28, "target": 9.42, "pctDiff": -16.49 }, { "category": "Transport", "base": 32.33, "target": 24.98, "pctDiff": -22.73 }, { "category": "Utilities & comms", "base": 136.4, "target": 105.21, "pctDiff": -22.87 }, { "category": "Lifestyle", "base": 240.74, "target": 196.48, "pctDiff": -18.38 } ], "monthlyBudget": { "base": 864.15, "target": 632.52, "pctDiff": -26.8 }, "attribution": { "sources": [ { "id": "worldbank-cons", "label": "World Bank β€” Consumption", "attribution": "Computed from World Bank Open Data (PA.NUS.PRVT.PP Γ· PA.NUS.FCRF). Latest available year per country.", "updated": "2026-09-09", "year": 2025, "url": "https://data.worldbank.org/indicator/PA.NUS.PRVT.PP" } ], "citation": "Geo-Parity β€” Cost of Living & Salary Comparison. Data: World Bank β€” Consumption (2025). https://geo-parity.com/cost-of-living/south-africa-vs-malaysia/", "permalink": "https://geo-parity.com/cost-of-living/south-africa-vs-malaysia/", "terms": "Free to use and quote with attribution. Figures are estimates for orientation, not advice." } }