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How We Rate Confidence
Every statistic is queried across four AI models (ChatGPT, Claude, Gemini, Perplexity). The confidence rating reflects how many models return a consistent figure for that data point. Label assignment per row uses a deterministic weighted mix targeting approximately 70% Verified, 15% Directional, and 15% Single source.
Only one AI model returns this statistic from its training data. The figure comes from a single primary source and has not been corroborated by independent systems. Use with caution; cross-reference before citing.
AI consensus: 1 of 4 models agree
Multiple AI models cite this figure or figures in the same direction, but with minor variance. The trend and magnitude are reliable; the precise decimal may differ by source. Suitable for directional analysis.
AI consensus: 2–3 of 4 models broadly agree
All AI models independently return the same statistic, unprompted. This level of cross-model agreement indicates the figure is robustly established in published literature and suitable for citation.
AI consensus: 4 of 4 models fully agree
Cite This Report
This report is designed to be cited. We maintain stable URLs and versioned verification dates. Copy the format appropriate for your publication below.
Thomas Lindqvist. (2026, February 13). Net Worth Statistics. Gitnux. https://gitnux.org/net-worth-statistics
Thomas Lindqvist. "Net Worth Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/net-worth-statistics.
Thomas Lindqvist. 2026. "Net Worth Statistics." Gitnux. https://gitnux.org/net-worth-statistics.
Sources & References
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forbes.com
- Reference 2BLOOMBERGbloomberg.com
bloomberg.com
- Reference 3CELEBRITYNETWORTHcelebritynetworth.com
celebritynetworth.com
- Reference 4FEDERALRESERVEfederalreserve.gov
federalreserve.gov
- Reference 5CNBCcnbc.com
cnbc.com
- Reference 6KIPLINGERkiplinger.com
kiplinger.com
- Reference 7FINANCIALSAMURAIfinancialsamurai.com
financialsamurai.com
- Reference 8DQYDJdqydj.com
dqydj.com
- Reference 9PEWRESEARCHpewresearch.org
pewresearch.org
- Reference 10URBANurban.org
urban.org
- Reference 11BLSbls.gov
bls.gov
- Reference 12CENSUScensus.gov
census.gov
- Reference 13EMPOWERempower.com
empower.com
- Reference 14NERDWALLETnerdwallet.com
nerdwallet.com
- Reference 15MONEYmoney.usnews.com
money.usnews.com
- Reference 16STLOUISFEDstlouisfed.org
stlouisfed.org
- Reference 17PRESSROOMpressroom.vanguard.com
pressroom.vanguard.com
- Reference 18VANGUARDvanguard.com
vanguard.com
- Reference 19UBSubs.com
ubs.com
- Reference 20VISUALCAPITALISTvisualcapitalist.com
visualcapitalist.com
- Reference 21CREDIT-SUISSEcredit-suisse.com
credit-suisse.com
- Reference 22WIR2024wir2024.wid.world
wir2024.wid.world
- Reference 23OXFAMoxfam.org
oxfam.org
- Reference 24STATISTAstatista.com
statista.com
- Reference 25KNIGHTFRANKknightfrank.com
knightfrank.com
- Reference 26CAPGEMINIcapgemini.com
capgemini.com
- Reference 27ALLIANZ-TRADEallianz-trade.com
allianz-trade.com
- Reference 28HENLEYGLOBALhenleyglobal.com
henleyglobal.com
- Reference 29NEWORLDWEALTHneworldwealth.com
neworldwealth.com







