COMPARISON

How Caugia compares.

We built this in public. Verify every claim. Each row has an evidence link to the relevant page on os.caugia.com.

Comparison matrix

Public information from each vendor as of April 2026. Where pricing was opaque, we used analyst quotes (Forrester, Gartner) or public-customer disclosures. Caugia column is verifiable on os.caugia.com.

	Caugia	Clari	Gong	ChartMogul	Mosaic	Pendo	McKinsey	Evidence
Price (entry SKU)	EUR 2,495 one-time	EUR 30K/yr	EUR 25K/yr	EUR 15K/yr	EUR 40K/yr	EUR 24K/yr	EUR 200K+ engagement	/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 + 90-day plan	Forecast + dashboards	Call-recording insights	SaaS metrics	FP&A dashboards	Product analytics	Slide deck	/demo
Vertical-aware	4 verticals native	Generic SaaS	Generic SaaS	SaaS only	Generic SaaS	Generic SaaS	Per engagement	/sophie
AI grounding	Sophie KG, deterministic, cited	Forecast ML	NLP on calls	Metric formulas	Dashboard ML	Heuristic suggestions	Human only	/sophie/method
Locales	EN/FR/DE/ES/PL/NL/IT native	EN only	EN only	EN/FR/DE	EN only	EN only	EN/FR/DE	/investors
Built in public	Yes . full audit on os.caugia.com	Closed	Closed	Partial	Closed	Closed	Closed	/changelog/public
Audit trail	Every Sophie citation logged	Yes	Yes	Yes	Yes	Limited	PDF only	/sophie
EU data residency	EU-native, day-1	US-first	US-first	US-first	US-first	US-first	Hybrid	/legal/data-residency
Distribution model	Partner program (10-20%, max 20%)	Direct sales	Direct sales	Self-serve	Direct sales	Direct + PLG	Engagement model	/partners

Why we beat each one

Caugia vs Clari

Clari is a forecast engine. Caugia is a diagnostic engine. Clari tells you what is going to happen if nothing changes; Caugia tells you which constraint to change first and how much it is worth. The two are complementary, but a CRO buying for clarity buys Caugia, then maybe Clari for the rolling forecast.

Caugia vs Gong

Gong listens to calls and transcribes. Caugia diagnoses revenue architecture. Gong answers "what was said in the call last Tuesday?" Caugia answers "why is mid-funnel conversion stuck at 18% and which lever do we pull?" Different layer entirely.

Caugia vs ChartMogul

ChartMogul exposes SaaS metrics from your billing data. Caugia explains why those metrics are the way they are and what to fix. ChartMogul is reporting; Caugia is reasoning. We integrate (read connector), we do not compete on metric display.

Caugia vs Mosaic

Mosaic is a strategic-finance dashboard for the CFO. Caugia is a constraint diagnosis for the CRO. The CFO loves Mosaic for plan-vs-actual. The CRO needs Caugia for which-lever. They sit on the same exec team and use both.

Caugia vs Pendo

Pendo instruments product usage to drive PLG. Caugia diagnoses GTM constraint across the full funnel: ICP, message, channel, conversion, expansion. Pendo is product-side. Caugia is GTM-side. Adjacent, not competitive.

Caugia vs McKinsey

McKinsey ships a 200-page slide deck in 8 weeks for EUR 300K. Caugia ships a 45-page diagnostic + plan in 1 hour for EUR 2,495. Same shape, two-orders-of-magnitude different economics. We are not replacing strategy advisory; we are replacing the diagnostic phase that should have been software a decade ago.

Build-in-public note: this page is itself an artifact. The Caugia column is auditable today on os.caugia.com. The competitor columns are based on public information; if any cell is wrong or stale, email contact@caugia.com and we will correct it within 24 hours.

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