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Private Equity Interpretation
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.
Lukas Bauer. (2026, February 13). Fund Industry Statistics. Gitnux. https://gitnux.org/fund-industry-statistics
Lukas Bauer. "Fund Industry Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/fund-industry-statistics.
Lukas Bauer. 2026. "Fund Industry Statistics." Gitnux. https://gitnux.org/fund-industry-statistics.
Sources & References
- Reference 1ICIici.org
ici.org
- Reference 2MORNINGSTARmorningstar.com
morningstar.com
- Reference 3ETFGIetfgi.com
etfgi.com
- Reference 4ETFetf.com
etf.com
- Reference 5STATISTAstatista.com
statista.com
- Reference 6SSGAssga.com
ssga.com
- Reference 7ETFTRENDSetftrends.com
etftrends.com
- Reference 8PREQINpreqin.com
preqin.com
- Reference 9HFRhfr.com
hfr.com
- Reference 10BARCLAYHEDGEbarclayhedge.com
barclayhedge.com
- Reference 11MCKINSEYmckinsey.com
mckinsey.com
- Reference 12BAINbain.com
bain.com
- Reference 13CBINSIGHTScbinsights.com
cbinsights.com
- Reference 14CAMBRIDGEASSOCIATEScambridgeassociates.com
cambridgeassociates.com
- Reference 15PITCHBOOKpitchbook.com
pitchbook.com
- Reference 16PWCpwc.com
pwc.com
- Reference 17EFAMAefama.org
efama.org
- Reference 18AMFamf.org.au
amf.org.au
- Reference 19THINKINGAHEADINSTITUTEthinkingaheadinstitute.org
thinkingaheadinstitute.org
- Reference 20MORGANSTANLEYmorganstanley.com
morganstanley.com
- Reference 21DELOITTEdeloitte.com
deloitte.com
- Reference 22OTHORITYothority.com
othority.com







