City comparison

Columbia, SC vs San Jose, CA

What a paycheck is really worth in each city: prices, rent, state taxes and federal GS pay.

Key findings

  • Prices in San Jose, CA are 17.9% higher than in Columbia, SC. Someone earning $100,000 in Columbia, SC would need about $117,900 in San Jose, CA to live the same way.
  • Rent is the bigger story: a typical 1-bedroom costs $2,982 a month in San Jose, CA versus $1,164 in Columbia, SC. On $100,000, that's 48% of take-home pay in San Jose, CA and 19% in Columbia, SC.
  • Estimated state income tax on $100,000 is close: $4,843 a year in SC and $5,070 in CA.
  • For federal employees, locality pay changes a GS-13 step 1 salary by +25.0% moving from Columbia, SC to San Jose, CA ($106,437 → $133,060), while prices change by +17.9%. Net effect of the transfer: +6.0% in real buying power.
ColumbiaSan Jose
Price level (U.S. = 100):Under 9292–9898–102102–108Over 108
  • Columbia, SC: price level 93.7 (cheaper)
  • San Jose, CA: price level 110.4 (much pricier)

Map drawn from Census Bureau state boundaries and metro locations9,10; dot colours show BEA price levels2.

Side by side

Columbia, SCSan Jose, CA
Price level (U.S. = 100)293.7110.4
$100,000 is worth, in the other city2$117,895 in San Jose$84,821 in Columbia
Typical 1-bedroom rent3$1,164/mo$2,982/mo
Take-home on $100,00014,15,8$74,337$74,110
State income tax on $100,000 (estimate)8$4,843 (SC)$5,070 (CA)
Rent burden on $100,00019%48%
Median pay, all jobs4$46,430$84,050
Federal locality pay area7Rest of U.S.San Jose-San Francisco-Oakland, CA

Rent areas: Columbia, SC HUD Metro FMR Area and San Jose-Sunnyvale-Santa Clara, CA HUD Metro FMR Area. Metro areas: Columbia, SC and San Jose-Sunnyvale-Santa Clara, CA.

What costs more or less

Columbia, SCSan Jose, CA
Price level (U.S. = 100)ColumbiaSan Jose
Housing (rent)79.5211.9
Goods96.3105.2
Utilities88.3156.7
Other services98.3100.3
Overall93.7110.4
BEA Regional Price Parities2. Housing covers rents.

Moving with the same $100,000 salary

Columbia, SC → San Jose, CA

Same pay buys less

Buying power −15.2%; rent takes 48% of take-home; state tax +$228/yr.

3 Weak offer

San Jose, CA → Columbia, SC

Same pay goes further

Buying power +17.9%; rent takes 19% of take-home; state tax −$228/yr.

100 Strong offer

Federal employees: GS pay

Columbia, SC is in the Rest of U.S. pay area; San Jose, CA is in San Jose-San Francisco-Oakland, CA. The last column shows what a transfer from Columbia, SC to San Jose, CA at the same grade and step does to real buying power.

Grade5,2Columbia, SCSan Jose, CAReal change, Columbia → San Jose
GS-9 step 1$61,722$77,161+6.0%
GS-11 step 1$74,678$93,358+6.0%
GS-12 step 1$89,508$111,896+6.0%
GS-13 step 1$106,437$133,060+6.0%
GS-14 step 1$125,776$157,236+6.0%

Pay for common jobs

Median annual pay4Columbia, SCSan Jose, CASan Jose pay in Columbia dollars
Information Security Analysts$101,330$176,120$149,387 (+47.4%)
Software Developers$123,380$213,110$180,762 (+46.5%)
Accountants and Auditors$69,210$121,700$103,227 (+49.2%)
Registered Nurses$81,920$216,740$183,841 (+124.4%)

"Not published" means BLS doesn't release an estimate for that job in that metro.

Check your own offer

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Taxes are estimates for a single filer taking the standard deduction; city and county income taxes are not included. See the methodology.

Notes & Sources

  1. U.S. Census Bureau, Metropolitan Statistical Area population estimates (Vintage 2025) (2025). Retrieved 2026-09-29.
  2. U.S. Bureau of Economic Analysis, Regional Price Parities by MSA (MARPP), all items (2024). Retrieved 2026-09-29.
  3. U.S. Department of Housing and Urban Development, Fair Market Rents, 1-bedroom (2026). Retrieved 2026-09-29.
  4. U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (OEWS), May 2025, metropolitan areas (2025). Retrieved 2026-09-29.
  5. U.S. Office of Personnel Management, General Schedule (GS) pay rates with locality pay, 2026 (2026). Retrieved 2026-09-29.
  6. U.S. Office of Personnel Management, Locality codes used in the 2026 GS pay spreadsheet (2026). Retrieved 2026-09-29.
  7. U.S. Office of Personnel Management, 2026 Locality Pay Area Definitions (counties in each pay area) (2026). Retrieved 2026-09-29.
  8. Tax Foundation, State Individual Income Tax Rates and Brackets, 2026 (2026). Retrieved 2026-09-29.
  9. U.S. Census Bureau, Cartographic boundary file: states, 1:20,000,000 (2024) (2024). Retrieved 2026-09-29.
  10. U.S. Census Bureau, Gazetteer file: core based statistical areas (2025) (2025). Retrieved 2026-09-29.
  11. U.S. Census Bureau, American Community Survey 5-year estimates, 2020-2024, table C24010 (occupation of employed residents) by ZIP code area (2024). Retrieved 2026-09-29.
  12. U.S. Census Bureau, ZIP Code Tabulation Area relationship files (2020; Connecticut 2022) and Gazetteer locations (2025) (2025). Retrieved 2026-09-29.
  13. U.S. Census Bureau, Cartographic boundary files (ZIP code areas 2020; counties and states 2024) and TIGER/Line primary roads (2024) (2024). Retrieved 2026-09-29.
  14. Internal Revenue Service, Rev. Proc. 2025-32 (2026 tax brackets and standard deduction) (2026). Retrieved 2026-09-29.
  15. Internal Revenue Service, Publication 15 (Circular E), Employer's Tax Guide for 2026 (Social Security and Medicare) (2026). Retrieved 2026-09-29.