Which platform provides more accurate salary data for handling counter offers professionally, Levels fyi or H1B Salary Database?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which platform provides more accurate salary data for handling counter offers professionally, Levels fyi or H1B Salary Database?
1 real search · 1 real-search pass
Levels.fyi salary data methodology verified salaries compensation total compensation H1B salary database LCA data limitations actual wage salaryGoogle ↗
OBSERVEDShort fact
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
Levels.fyi salary data methodology verified salaries compensation total compensation H1B salary database LCA data limitations actual wage salary Google ↗
- Real-time Compensation Benchmarking, API and MCP · levels.fyi
- About Levels.fyi · levels.fyi
- Levels.fyi · levels.fyi
- Methodology — How H1B Database Builds Its H-1B Salary Data · h1bdatabase.info
- H-1B Salary Database 2026 - Search Visa Salaries · levels.fyi
- Methodology: How H1B Data Hub Calculates Salaries · h1bdatahub.com