What are the current refinancing benchmarks for high earners with over two hundred thousand dollars in graduate debt seeking ten-year fixed terms?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the current refinancing benchmarks for high earners with over two hundred thousand dollars in graduate debt seeking ten-year fixed terms?
2 real searches · 1 real-search pass
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). 1 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
October 2026 student loan refinance rates 10-year fixed current rates high credit income lenders Google ↗
2026 student loan refinancing rates 10 year fixed SoFi Earnest Laurel Road ELFI rates Google ↗
- Best Student Loan Refinance Rates in October 2026 · credible.com
- Student Loan Refinance Rates in October 2026 · credible.com
- Compare student loan refinancing companies of November 2026 · nerdwallet.com
- Banks That Refinance Student Loans of November 2026 · nerdwallet.com
- Student Loan Refinancing for Physicians (2026): How It Works · medmoneyguide.com
- Best Student Loan Refinance Lenders of October 2026 · wsj.com
- Student loan interest rates in October 2026 · bankrate.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
October 2026 student loan refinance rates 10-year fixed current rates high credit income lenders OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2026 student loan refinancing rates 10 year fixed SoFi Earnest Laurel Road ELFI rates OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |