Real ChatGPT answer · index seed4uxoYHlrQfAcompleteFinance and banking · retirement accountscomparison
Could you check what the current maximum 401k contribution limit is and calculate how much my take home pay would drop if I hit that cap?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Could you check what the current maximum 401k contribution limit is and calculate how much my take home pay would drop if I hit that cap?
1 real search · 1 real-search pass
IRS 2026 401(k) contribution limit elective deferral limit 2026 catch-up contributionGoogle ↗
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 (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
IRS 2026 401(k) contribution limit elective deferral limit 2026 catch-up contribution Google ↗