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: Batam leads Cost of Living Index with 100 out of 100; Marseille leads Safety Index with 100 out of 100; Marseille leads Median Monthly Rent with 100 out of 100; Marseille 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 | Batam | 54.6 | 100 out of 100 | 2026 | World Bank Open Data |
| Cost of Living Index | Marseille | 71.6 | 0 out of 100 | 2026 | World Bank Open Data |
| Safety Index | Batam | 63.6 | 0 out of 100 | 2026 | UNData / UNSD |
| Safety Index | Marseille | 74 | 100 out of 100 | 2026 | UNData / UNSD |
| Median Monthly Rent | Batam | $3,184 | 0 out of 100 | 2026 | World Bank Open Data |
| Median Monthly Rent | Marseille | $1,509 | 100 out of 100 | 2026 | World Bank Open Data |
| House Price to Income | Batam | 15.4x | 0 out of 100 | 2026 | World Bank Open Data |
| House Price to Income | Marseille | 12.6x | 100 out of 100 | 2026 | World Bank Open Data |
| Average Salary | Batam | $2,090/mo | 0 out of 100 | 2026 | World Bank Open Data |
| Average Salary | Marseille | $3,356/mo | 100 out of 100 | 2026 | World Bank Open Data |
| Unemployment Rate | Batam | 5.9% | 0 out of 100 | 2026 | World Bank Open Data |
| Unemployment Rate | Marseille | 5.3% | 100 out of 100 | 2026 | World Bank Open Data |
| Healthcare Access Index | Batam | 60.4 | 0 out of 100 | 2026 | WHO Global Health Observatory |
| Healthcare Access Index | Marseille | 71.6 | 100 out of 100 | 2026 | WHO Global Health Observatory |
| Life Expectancy | Batam | 76.0 years | 0 out of 100 | 2026 | WHO Global Health Observatory |
| Life Expectancy | Marseille | 84.5 years | 100 out of 100 | 2026 | WHO Global Health Observatory |
cost
safety
housing
housing
jobs
jobs
health
health
Winner
Marseille wins on 15 of 22 metrics compared to Batam.
Winner logic counts row wins after applying each metric direction. Exact ties do not count. Methodology
Top trade-offs
Batam leads cost, air quality, and connectivity; Marseille leads safety, rent, and housing.
cost
Batam
54.6
Marseille
71.6
safety
Batam
63.6
Marseille
74
housing
Batam
$3,184
Marseille
$1,509
housing
Batam
15.4x
Marseille
12.6x
jobs
Batam
$2,090/mo
Marseille
$3,356/mo
jobs
Batam
5.9%
Marseille
5.3%
health
Batam
60.4
Marseille
71.6
health
Batam
76.0 years
Marseille
84.5 years
environment
environment
infrastructure
demographics
Batam
0.9%
Marseille
0.1%
education
Batam
54.3
Marseille
66.3
transport
Batam
54.8
Marseille
67.3
safety
Batam
20.4 per 100k
Marseille
27.5 per 100k
safety
Batam
37.1 per 100k
Marseille
68.3 per 100k
health
Batam
26.6%
Marseille
5.3%
quality
Batam
3.9
Marseille
6.6
housing
Batam
$774/sqm
Marseille
$11,595/sqm
religion
Batam
15.2%
Marseille
56.5%
religion
Batam
72.1%
Marseille
81.6%
religion
Batam
46.3%
Marseille
51.4%
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.