Which retirement accounts offer the best tax advantages for a solo freelancer transitioning out of a traditional W-2 job?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which retirement accounts offer the best tax advantages for a solo freelancer transitioning out of a traditional W-2 job?
1 real search · 1 real-search pass
2026 IRS retirement contribution limits 2026 Solo 401(k) SEP IRA Roth IRA self employedGoogle ↗
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
2026 IRS retirement contribution limits 2026 Solo 401(k) SEP IRA Roth IRA self employed Google ↗
- One Participant 401k Plans · irs.gov
- 401(k) limit increases to $24,500 for 2026, IRA limit increases to $7,500 · irs.gov
- Retirement topics - 401(k) and profit-sharing plan contribution limits · irs.gov
- Publication 560 (2025), Retirement Plans for Small Business · irs.gov
- Self-Employed Retirement Plans: Know Your Options · nerdwallet.com
- Retirement topics - Contributions · irs.gov