GalileoDon't just monitor AI failures. Stop them.
vs
SnowflakeWhere data does more
Comparison · MLOps Platforms · weekly run Nov 2
Galileo vs Snowflake
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Snowflake is the stronger AI pick in MLOps Platforms: it has a visibility score of 6.3 versus 0.4 for Galileo.
Choose Galileo if…
- You need SOC 2 Type II coverage
Choose Snowflake if…
- You want the brand AI engines rank higher (6.3 vs 0.4)
- AI answers describe it more positively (35% vs 0% positive)
- You need ISO 27001 or SOC 1 or SOC 2 Type 2 or FedRAMP Moderate or FedRAMP High or DoD IL4 or DoD IL5 or PCI-DSS or HITRUST or TISAX or ITAR or ISO 42001 coverage
- Multi-cloud deployment and secure, governed data sharing
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Galileo | Snowflake |
|---|---|---|
| Visibility score | 0.4% | 6.3% |
| Change vs last week | New | New |
| Rank in MLOps Platforms | #48 | #13 |
| Share of voice | 0.2% | 1.1% |
| Mentions this run | 1 | 8 |
| Positive in AI answers | 0% | 35% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Galileo 0pp · Snowflake 0pp over 0 weekly runs.
Engine by engine
Snowflake leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
GalileoSnowflake
Head to head in AI answers
0 engine answers name both brands
0Galileo ranked higher
0Snowflake ranked higher
Features, pricing & fit
| Dimension | Galileo | Snowflake |
|---|---|---|
| Pricing model | — | Usage-based |
| Entry price | — | Contact sales |
| Free plan | — | No |
| Deployment | SaaS, Virtual Private Cloud, On-Premises | Fully managed cloud service that runs across major public clouds and regions |
| Compliance | SOC 2 Type II | ISO 27001, SOC 1, SOC 2 Type 2, FedRAMP Moderate, FedRAMP High, DoD IL4, DoD IL5, PCI-DSS, HITRUST, TISAX, ITAR, ISO 42001 |
| Support | — | Support, Priority Support, Status page, Community forum |
| Founded | — | 2012 |
| Headquarters | — | Andover, KS, United States |
| Employees | — | 5,000+ |
| Funding | Series B · $68M raised | Post-IPO equity |
| Best for | AI teams running GenAI applications and agents at enterprise scale | Enterprises that run data engineering, analytics and AI on governed enterprise data, including large and highly regulated organizations |
Plans side by side
Galileo
Pricing not available.
Snowflake
StandardCustomconsumption-based (credits)
EnterpriseCustomconsumption-based (credits)
Business CriticalCustomconsumption-based (credits)
Virtual Private SnowflakeCustomcontact sales
Pros and cons
Themes from the AI answers that mention each brand
Galileo
Profile in progress.
Snowflake
- Multi-cloud deployment and secure, governed data sharing
- Decoupled storage and compute architecture
- Free trial with usage credits for easy getting started
- Widely adopted, most popular cloud data warehouse
- Strong for enterprise governance, high concurrency and workload isolation
- Unoptimized queries can rack up a surprisingly high bill
- Consumption pricing and credit usage are hard to predict
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Galileo vs Snowflake”, https://slateindex.ai/compare/galileo-vs-snowflake, data of Nov 2, 2026. Licence: CC BY 4.0.