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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.
Elif Demirci. (2026, February 13). Workshop Statistics. Gitnux. https://gitnux.org/workshop-statistics
Elif Demirci. "Workshop Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/workshop-statistics.
Elif Demirci. 2026. "Workshop Statistics." Gitnux. https://gitnux.org/workshop-statistics.
Sources & References
- Reference 1STOREstore.steampowered.com
store.steampowered.com
- Reference 2PCGAMERpcgamer.com
pcgamer.com
- Reference 3STATISTAstatista.com
statista.com
- Reference 4BLOGblog.steampowered.com
blog.steampowered.com
- Reference 5STEAMCOMMUNITYsteamcommunity.com
steamcommunity.com
- Reference 6PARTNERpartner.steamgames.com
partner.steamgames.com
- Reference 7ROCKPAPERSHOTGUNrockpapershotgun.com
rockpapershotgun.com
- Reference 8GAMESINDUSTRYgamesindustry.biz
gamesindustry.biz
- Reference 9NEWZOOnewzoo.com
newzoo.com
- Reference 10PCGAMESNpcgamesn.com
pcgamesn.com
- Reference 11VG247vg247.com
vg247.com
- Reference 12METACRITICmetacritic.com
metacritic.com
- Reference 13STEAMDBsteamdb.info
steamdb.info
- Reference 14POLYGONpolygon.com
polygon.com
- Reference 15KOTAKUkotaku.com
kotaku.com
- Reference 16IGNign.com
ign.com
- Reference 17STEAMCHARTSsteamcharts.com
steamcharts.com
- Reference 18ESPORTSOBSERVEResportsobserver.com
esportsobserver.com
- Reference 19GAMESPOTgamespot.com
gamespot.com
- Reference 20VIDEOGAMESCHRONICLEvideogameschronicle.com
videogameschronicle.com







