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Evidently AIOpen-source AI evaluation and observability
vs
SnowflakeWhere data does more
Comparison · MLOps Platforms · weekly run Nov 2

Evidently AI 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 2.4 for Evidently AI, and ranks ahead in 100% of the answers that name both.

Choose Evidently AI if…

  • AI answers describe it more positively (50% vs 35% positive)
  • Listed as a monitoring option in vendor-neutral ML stacks
  • Named alongside Prometheus and Grafana in monitoring setups
  • Grouped with Arize and WhyLabs as a monitoring tool

Choose Snowflake if…

  • You want the brand AI engines rank higher (6.3 vs 2.4)
  • 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
  • You prefer a larger, established vendor (5,000+ employees)
  • Multi-cloud deployment and secure, governed data sharing

AI visibility side by side

Latest weekly run · Nov 2

Metric Evidently AI Snowflake
Visibility score2.4%6.3%
Change vs last weekNewNew
Rank in MLOps Platforms#25#13
Share of voice0.9%1.1%
Mentions this run78
Positive in AI answers50%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 2Evidently AI 2%

Evidently AI 0pp · Snowflake 0pp over 0 weekly runs.

Engine by engine

Snowflake leads on 3 of 3 engines

ChatGPT
5.4%
7.8%
AI Mode
0%
4.8%
Perplexity
1.9%
6.3%
Evidently AISnowflake

Head to head in AI answers

1 engine answers name both brands

0Evidently AI ranked higher
1Snowflake ranked higher
PromptEngineEvidently AISnowflake
What should an MLOps platform integrate with? ChatGPT#19#1

Features, pricing & fit

DimensionEvidently AISnowflake
Pricing model—Usage-based
Entry price—Contact sales
Free plan—No
DeploymentThe open-source version runs on the customer's own infrastructure; Evidently Cloud runs on managed infrastructure.Fully managed cloud service that runs across major public clouds and regions
Compliance—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
Founded20202012
HeadquartersSan Francisco, CA, United StatesAndover, KS, United States
Employees1–105,000+
FundingSeed · $1M raisedPost-IPO equity
Best forAI and ML teams that want open-source evaluation, testing and monitoring for LLM applications and predictive models.Enterprises that run data engineering, analytics and AI on governed enterprise data, including large and highly regulated organizations

Plans side by side

Evidently AI

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

Evidently AI

  • Listed as a monitoring option in vendor-neutral ML stacks
  • Named alongside Prometheus and Grafana in monitoring setups
  • Grouped with Arize and WhyLabs as a monitoring tool

    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, “Evidently AI vs Snowflake”, https://slateindex.ai/compare/evidently-ai-vs-snowflake, data of Nov 2, 2026. Licence: CC BY 4.0.