POROWNANIE

Jak Caugia wypada.

We built this in public.

Comparison matrix

Public information from each vendor.

	Caugia	Clari	Gong	ChartMogul	Mosaic	Pendo	McKinsey	Evidence
Price (entry SKU)	EUR 2,495	EUR 30K/yr	EUR 25K/yr	EUR 15K/yr	EUR 40K/yr	EUR 24K/yr	EUR 200K+	/pricing
Time to first insight	1 hour	4-8 weeks	4-8 weeks	2-4 weeks	6-10 weeks	4-6 weeks	6-12 weeks	/sophie/method
Output type	Diagnostic + plan	Forecast	Call insights	SaaS metrics	FP&A	Product analytics	Slide deck	/demo
Vertical-aware	4 verticals	Generic	Generic	SaaS only	Generic	Generic	Per engagement	/sophie
AI grounding	Sophie KG, cited	Forecast ML	NLP	Formulas	Dashboard ML	Heuristic	Human	/sophie/method
Locales	EN/FR/DE/ES/PL/NL/IT	EN only	EN only	EN/FR/DE	EN only	EN only	EN/FR/DE	/investors
Built in public	Yes	Closed	Closed	Partial	Closed	Closed	Closed	/changelog/public
Audit trail	Logged	Yes	Yes	Yes	Yes	Limited	PDF only	/sophie
EU residency	EU-native	US-first	US-first	US-first	US-first	US-first	Hybrid	/legal/data-residency
Distribution	Partner program	Direct sales	Direct sales	Self-serve	Direct sales	Direct + PLG	Engagement	/partners

Caugia vs Clari

Clari is forecasting. Caugia is diagnosing.

Caugia vs Gong

Gong is calls. Caugia is architecture.

Caugia vs ChartMogul

ChartMogul is reporting. Caugia is reasoning.

Caugia vs Mosaic

Mosaic is FP&A. Caugia is GTM.

Caugia vs Pendo

Pendo is product. Caugia is GTM funnel.

Caugia vs McKinsey

McKinsey is slides. Caugia is software.

Build-in-public note.