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Tools
Labour market analytics
7 tools compared: how each is priced, where it runs, and what to consider instead.
| Tool | Pricing model | Free tier | Open source |
|---|---|---|---|
| ADP Research Institute ADP's research arm publishing free monthly U.S. labor market reports built from anonymized, aggregated ADP payroll data. | Free | Yes | No |
| Levels.fyi Tech-industry salary and leveling database built on self-reported compensation submissions from employees. | Free tier + paid | Yes | No |
| Lightcast Labor market data platform combining job postings, resumes and government statistics for workforce and skills analysis. | Quote only | No | No |
| LinkUp Real-time job-postings data provider, sourcing openings directly from employer career sites rather than aggregators. | Quote only | No | No |
| Payscale Compensation-benchmarking data and pay-management software, built on a mix of self-reported and employer-submitted salary data. | Free tier + paid | Yes | No |
| Revelio Labs Workforce data platform built from public employment records, tracking company headcount, hiring, attrition and skills. | Quote only | No | No |
| Salary.com Compensation data and pay-management software, combining HR-reported survey data with job-posting and executive-pay data. | Quote only | Yes | No |