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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.
Sophie Moreland. (2026, February 13). Remote And Hybrid Work In The Msp Industry Statistics. Gitnux. https://gitnux.org/remote-and-hybrid-work-in-the-msp-industry-statistics
Sophie Moreland. "Remote And Hybrid Work In The Msp Industry Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/remote-and-hybrid-work-in-the-msp-industry-statistics.
Sophie Moreland. 2026. "Remote And Hybrid Work In The Msp Industry Statistics." Gitnux. https://gitnux.org/remote-and-hybrid-work-in-the-msp-industry-statistics.
Sources & References
- Reference 1CHANNEL FUTURESchannel futures.com
channel futures.com
- Reference 2CRNcrn.com
crn.com
- Reference 3COMP TIAcomp tia.org
comp tia.org
- Reference 4MSPINSIGHTSmspinsights.com
mspinsights.com
- Reference 5ZDNETzdnet.com
zdnet.com
- Reference 6GARTNERgartner.com
gartner.com
- Reference 7FORRESTERforrester.com
forrester.com
- Reference 8TECHREPUBLICtechrepublic.com
techrepublic.com
- Reference 9ITPROitpro.com
itpro.com
- Reference 10CHANNELPROchannelpro.ca
channelpro.ca
- Reference 11MSPALLIANCEmspalliance.org
mspalliance.org
- Reference 12ARNNETarnnet.com.au
arnnet.com.au
- Reference 13COMPUTERWEEKLYcomputerweekly.com
computerweekly.com
- Reference 14RCRWIRELESSrcrwireless.com
rcrwireless.com
- Reference 15IDCidc.com
idc.com







