Arize 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 1.5 for Arize, and ranks ahead in 100% of the answers that name both.

Choose Arize if…

You want a free plan to start
You need a self-hosted or on-premises option
You need SOC 2 Type II or PCI DSS or HIPAA or GDPR coverage
Flat tiers pricing suits your budget better than usage-based

Choose Snowflake if…

You want the brand AI engines rank higher (6.3 vs 1.5)
AI answers describe it more positively (35% vs 20% positive)
You need 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
You prefer a larger, established vendor (5,000+ employees)

AI visibility side by side

Latest weekly run · Nov 2

Metric	Arize	Snowflake
Visibility score	1.5%	6.3%
Change vs last week	New	New
Rank in MLOps Platforms	#34	#13
Share of voice	0.7%	1.1%
Mentions this run	5	8
Positive in AI answers	20%	35%

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

Visibility score trend

Weekly runs over the last 60 days

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

Engine by engine

Snowflake leads on 3 of 3 engines

ChatGPT

2.8%

7.8%

AI Mode

0.9%

4.8%

Perplexity

0.9%

6.3%

ArizeSnowflake

Head to head in AI answers

2 engine answers name both brands

0Arize ranked higher

2Snowflake ranked higher

Prompt	Engine	Arize	Snowflake
What should an MLOps platform integrate with?	ChatGPT	#18	#1
What should an MLOps platform integrate with?	AI Mode	#13	#1

Features, pricing & fit

Dimension	Arize	Snowflake
Pricing model	Flat tiers	Usage-based
Entry price	Free; paid from $50 / mo	Contact sales
Free plan	Yes	No
Deployment	SaaS, with self-hosted deployment on the Enterprise plan; Phoenix runs locally or self-hosted.	Fully managed cloud service that runs across major public clouds and regions
Integrations	40+	—
Compliance	SOC 2 Type II, ISO 27001, PCI DSS, HIPAA, GDPR	ISO 27001, SOC 1, SOC 2 Type 2, FedRAMP Moderate, FedRAMP High, DoD IL4, DoD IL5, PCI-DSS, HITRUST, TISAX, ITAR, ISO 42001
Support	Community, Email, Dedicated support on Enterprise	Support, Priority Support, Status page, Community forum
Founded	2020	2012
Headquarters	—	Andover, KS, United States
Employees	51–200	5,000+
Funding	Series B-1 extension · $131M raised	Post-IPO equity
Best for	AI engineering teams building and running production AI agents and LLM applications who need observability and evaluations.	Enterprises that run data engineering, analytics and AI on governed enterprise data, including large and highly regulated organizations