Data as of Aug 16, 2026 · Based on 3,131,739 AI responses across 10,525 prompts · See how Parse measures this
levels.fyilevels.fyiLevels.fyi is a compensation and salary-data platform for tech roles that provides salaries by location, company, and title, along with tools such as a salary calculator, charts and heatmaps, verified salaries, H-1B salaries, and a 2025 pay report. It serves job seekers and employers with negotiation coaching, resume review, a talent pool, and interactive offer letters that showcase total compensation plus benefits comparisons to aid hiring. The platform also offers APIs, MCP, and CLI for compensation benchmarking and data access, plus features like a pay-focused job board and market insights.
Words AI uses
AI reaches for real-time · specialized · crowdsourced when it describes levels.fyi.
Sources
levels.fyi shapes more of what AI says about levels.fyi than any other source, at 63% of its citations.
reddit.com · pin.com · blog.pragmaticengineer.com · careertuners.com
The market map
Compensation Benchmarking & Consulting →Excerpts where levels.fyi appeared in the AI's answer
Levels.fyi (Europe Heatmap) — The gold standard for crowdsourced tech compensation
Levels.fyi (European Heatmap/Bubble Map) For crowdsourced and verified offer-level data, the Levels.fyi European Pay Heatmap provides interactive, real-time visual breakdowns of total compensation by tech role, seniority, and specific European city hubs
