List the best platforms for benchmarking total compensation packages for remote staff software engineers across different US tech hubs this year.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
List the best platforms for benchmarking total compensation packages for remote staff software engineers across different US tech hubs this year.
2 real searches · 1 real-search pass
2026 compensation benchmarking platforms salary data remote software engineers US total compensation Levels.fyi Pave Radford CartaGoogle ↗
OBSERVEDShort fact
best salary compensation benchmarking platforms software engineer total compensation US tech hubs 2026 Levels.fyi Radford Pave Carta ComptryxGoogle ↗
OBSERVEDComparison
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
2026 compensation benchmarking platforms salary data remote software engineers US total compensation Levels.fyi Pave Radford Carta Google ↗
best salary compensation benchmarking platforms software engineer total compensation US tech hubs 2026 Levels.fyi Radford Pave Carta Comptryx Google ↗
- Levels.fyi Data · levels.fyi
- Real-time Compensation Benchmarking, API and MCP · levels.fyi
- Pave · pave.com
- Compensation Software Plans & Pricing · pave.com
- Pave Help Center · support.pave.com
- Compensation Data Methodology · pave.com
- Aon Radford · aon.com
- Location Analytics · aon.com
- The best (and worst) tools for salary benchmarking in 2026 · ravio.com
- Carta Total Comp · carta.com
- Carta Release Notes · releasenotes.carta.com
- Compa · compa.ai
- Pricing · compa.ai
- Employees · compa.ai
- Comprehensive.io · comprehensive.io
- Compensation Benchmarking: Global, Tech, and Exec Data · comprehensive.io
- Payscale · payscale.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 compensation benchmarking platforms salary data remote software engineers US total compensation Levels.fyi Pave Radford Carta OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
best salary compensation benchmarking platforms software engineer total compensation US tech hubs 2026 Levels.fyi Radford Pave Carta Comptryx OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |