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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 score0.4%6.3%
Change vs last weekNewNew
Rank in MLOps Platforms#48#13
Share of voice0.2%1.1%
Mentions this run18
Positive in AI answers0%35%

The stronger value in each row is marked with a ✓.

Visibility score trend

Weekly runs over the last 60 days

0%25%50%75%100%Nov 2Galileo 0%

Galileo 0pp · Snowflake 0pp over 0 weekly runs.

Engine by engine

Snowflake leads on 3 of 3 engines

ChatGPT
0%
7.8%
AI Mode
1.3%
4.8%
Perplexity
0%
6.3%
GalileoSnowflake

Head to head in AI answers

0 engine answers name both brands

0Galileo ranked higher
0Snowflake ranked higher

Features, pricing & fit

DimensionGalileoSnowflake
Pricing model—Usage-based
Entry price—Contact sales
Free plan—No
DeploymentSaaS, Virtual Private Cloud, On-PremisesFully managed cloud service that runs across major public clouds and regions
ComplianceSOC 2 Type IIISO 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+
FundingSeries B · $68M raisedPost-IPO equity
Best forAI teams running GenAI applications and agents at enterprise scaleEnterprises 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
Snowflake pricing

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.