cost
Comparison
Side-by-side data for relocation, travel, hiring, and investment decisions. Values are shown with source-backed metric definitions so trade-offs are easy to compare.
Bars and radar use 0-100 better scores. Tooltips keep the raw source values visible.
Chart summary: Semarang leads Cost of Living Index with 100 out of 100; Bandung leads Safety Index with 100 out of 100; Semarang leads Median Monthly Rent with 100 out of 100; Bandung leads House Price to Income with 100 out of 100. A complete normalized score table follows.
| Metric | Place | Raw value | Normalized score | Year | Source |
|---|---|---|---|---|---|
| Cost of Living Index | Semarang | 44.9 | 100 out of 100 | 2026 | World Bank Open Data |
| Cost of Living Index | Bandung | 52.1 | 0 out of 100 | 2026 | World Bank Open Data |
| Safety Index | Semarang | 57.9 | 0 out of 100 | 2026 | UNData / UNSD |
| Safety Index | Bandung | 66.2 | 100 out of 100 | 2026 | UNData / UNSD |
| Median Monthly Rent | Semarang | $2,695 | 100 out of 100 | 2026 | World Bank Open Data |
| Median Monthly Rent | Bandung | $2,854 | 0 out of 100 | 2026 | World Bank Open Data |
| House Price to Income | Semarang | 16.2x | 0 out of 100 | 2026 | World Bank Open Data |
| House Price to Income | Bandung | 16.0x | 100 out of 100 | 2026 | World Bank Open Data |
| Average Salary | Semarang | $1,269/mo | 0 out of 100 | 2026 | World Bank Open Data |
| Average Salary | Bandung | $2,982/mo | 100 out of 100 | 2026 | World Bank Open Data |
| Unemployment Rate | Semarang | 3.6% | 100 out of 100 | 2026 | World Bank Open Data |
| Unemployment Rate | Bandung | 4.3% | 0 out of 100 | 2026 | World Bank Open Data |
| Healthcare Access Index | Semarang | 61.3 | 0 out of 100 | 2026 | WHO Global Health Observatory |
| Healthcare Access Index | Bandung | 73.9 | 100 out of 100 | 2026 | WHO Global Health Observatory |
| Life Expectancy | Semarang | 70.7 years | 0 out of 100 | 2026 | WHO Global Health Observatory |
| Life Expectancy | Bandung | 71.1 years | 100 out of 100 | 2026 | WHO Global Health Observatory |
cost
safety
housing
housing
jobs
jobs
health
health
Winner
Semarang wins on 14 of 22 metrics compared to Bandung.
Winner logic counts row wins after applying each metric direction. Exact ties do not count. Methodology
Top trade-offs
Semarang leads cost, rent, and jobs; Bandung leads safety, housing, and salary.
cost
Semarang
44.9
Bandung
52.1
safety
Semarang
57.9
Bandung
66.2
housing
Semarang
$2,695
Bandung
$2,854
housing
Semarang
16.2x
Bandung
16.0x
jobs
Semarang
$1,269/mo
Bandung
$2,982/mo
jobs
Semarang
3.6%
Bandung
4.3%
health
Semarang
61.3
Bandung
73.9
health
Semarang
70.7 years
Bandung
71.1 years
environment
environment
infrastructure
demographics
Semarang
1.3%
Bandung
2.2%
education
Semarang
78.2
Bandung
67.5
transport
Semarang
73.7
Bandung
70.6
safety
Semarang
27.7 per 100k
Bandung
10.1 per 100k
safety
Semarang
10.2 per 100k
Bandung
25.0 per 100k
health
Semarang
20.7%
Bandung
22.6%
quality
Semarang
5.5
Bandung
4.8
housing
Semarang
$6,012/sqm
Bandung
$9,973/sqm
religion
Semarang
52.6%
Bandung
5.2%
religion
Semarang
58.4%
Bandung
46.6%
religion
Semarang
49.1%
Bandung
20.4%
Some city-level values are modeled estimates when official city-level data is unavailable.
Each metric keeps its source, year, last refreshed date, and confidence label visible. Review methodology or Data Sources.