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Snowflake Cortex AI

by Snowflake •Enterprise AI Platforms

Snowflake's AI layer for LLM functions, agents, search, document processing and governed AI inside enterprise data.

PricingUsage-based Profile coverage86% PlatformsCloud CompanySnowflake
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Overview

What is Snowflake Cortex AI?

Snowflake Cortex AI provides AI functions, REST APIs, agents, search, document processing and model access directly within the Snowflake platform. It supports leading models from multiple providers while keeping governance, access control and observability inside Snowflake's security perimeter. Snowflake uses AI Credit pricing for many Cortex AI services, with global and regional routing options and usage-based billing rather than per-seat fees.
Best for
Data AnalysisBusiness Intelligence
Decision intelligence

AI Orbit decision brief

A compact reading of the recorded evidence, editorial review signals and comparison data for Snowflake Cortex AI.

Why it stands out

Recorded strengths

API access

Verified profile evidence records API access for this tool.

Source-backed capability Source
Capabilities0/4 verified
Use-case fit0/2 verified
Pricing evidence3/3 plans checked
Verified sources6
Benchmarks1 verified
Comparisons2 published

Built from AI Orbit's recorded profile data. Unknown product facts are not inferred.

Capabilities

Features & use cases

Core capabilities listed for Snowflake Cortex AI.

API Access

Provides programmatic API access for application integration.

Source review in progress Source

Agent Workflows

Plans and executes multi-step tasks with tools, state or autonomous actions.

Source review in progress Source

RAG & Knowledge Bases

Connects models to external knowledge sources for retrieval-augmented responses.

Source review in progress Source

Integrations

Connects with third-party applications, data sources or automation platforms.

Source review in progress Source
Cloud #Enterprise Ready#Professional#Integrations
Technical profile

Access, deployment & licensing

Structured product facts with evidence status. Unknown facts are never guessed.

Open source & license

Source check pending

Proprietary

Commercial use

Source check pending

Commercial use allowed

Trust intelligence

Privacy, security & compliance

Provider policies and certifications are shown only when recorded with evidence.

Data training policy

Customer data not used for training

Verified fact Privacy source

SSO / enterprise access

Not yet verified

Source review in progress Security source
Privacy: Snowflake states that Customer Data, inputs and outputs are not used to train, retrain or fine-tune models made available to other customers and remain within Snowflake's security boundary.
Security: Cortex AI integrates with Snowflake role-based access control and governance, supports model-level controls, secure agents and AI guardrails, and keeps inference within Snowflake's governed environment unless customers opt into supported cross-region behavior.
Compatibility

Integrations

Structured integrations recorded for Snowflake Cortex AI. A check mark means the integration mapping is tied to a verified source.

Works with
Cortex Agents Cortex Search Horizon Catalog Snowflake REST API Snowflake SQL
Pricing

Pricing overview

Pricing stored in AI Orbit's pricing database. Always verify final rates on the provider website.

Snowflake Cortex AI

Official pricing / enterprise

Custom

Custom / usage-based — see official source

Stale · verified 1 month ago

  • No fixed numeric amount imported unless explicitly published and verified.
Snowflake Cortex AI

AI Credit - Global Routing

Usage-based

$2.00 per AI Credit for global routing.

Review · verified 2 weeks ago

  • Feature-specific token/page/GB consumption rates apply on top of the AI Credit value.
  • AI Credits
Snowflake Cortex AI

AI Credit - Regional Routing

Usage-based

$2.20 per AI Credit for regional routing.

Review · verified 2 weeks ago

  • Regional routing restricts inference geography
  • feature-specific consumption rates still apply.
  • AI Credits
View full Snowflake Cortex AI pricing, plans & price history
Evidence-separated performance

Verified benchmarks & scores

AI Orbit keeps technical tests, product-experience evidence and independent research in separate semantic classes. Only comparable results may contribute to the same composite.

Product Experience

User/reviewer product-experience evidence. This is not treated as a technical benchmark.

92.0/100 class composite
Product Experience Proxy Product Experience Verified Independent

G2 Parent-Platform Rating — Product Experience Proxy

Tested product / versionSnowflake — G2 4.6/5
92.0 / 100
#12 of 27
Same-benchmark rank#12 of 27 tools
Scoring directionHigher is better
Leader context 6.0 pts behind Rows AI
TestedAug 28, 2026
G2 AI Orbit verified Aug 28, 2026
Comparisons

Snowflake Cortex AI side-by-side comparisons

Published comparisons connect this tool with other current catalog products.

Guides & analysis

Research related to Snowflake Cortex AI

Only published guides with a direct tool, provider or category relationship are shown here.

Alternatives

Evidence-based similar tools

Ranked by use-case, capability, pricing, platform, taxonomy and compatible benchmark overlap—not popularity alone.

Make a confident choice

Is Snowflake Cortex AI right for your workflow?

Compare features, pricing and alternatives before you decide.

Explore more toolsTry Snowflake Cortex AI
Common questions

Snowflake Cortex AI FAQ

Quick answers based on the information currently available in this AI Orbit profile.

What is Snowflake Cortex AI?

Snowflake Cortex AI provides AI functions, REST APIs, agents, search, document processing and model access directly within the Snowflake platform. It supports leading models from multiple providers while keeping governance, access control and observability inside Snowflake's security perimeter. Snowflake Cortex AI is provided by Snowflake and AI Orbit categorizes it under Data & Analytics. Its structured capability profile includes API Access, Agent Workflows, RAG & Knowledge Bases and Integrations; field-level verification may still be pending for some capability mappings.

Who makes Snowflake Cortex AI?

Snowflake Cortex AI is provided by Snowflake. Cloud data platform providing enterprise data infrastructure, analytics and integrated AI and machine learning capabilities. Within AI Orbit, the product is cataloged in Data & Analytics, which describes its primary product category rather than the provider itself.

What is Snowflake Cortex AI best for?

AI Orbit currently maps Snowflake Cortex AI to structured use cases including Data Analysis and Business Intelligence. These are reviewed taxonomy mappings used for discovery and fit; field-level evidence may still be pending, so they are not presented as independently verified claims. Supporting cataloged capabilities include API Access, Agent Workflows, RAG & Knowledge Bases and Integrations.

Does Snowflake Cortex AI have an API?

Yes. AI Orbit has verified official evidence that Snowflake Cortex AI provides API access. The profile also records official API documentation, so developers can check supported endpoints, authentication and current implementation details at the provider source. API availability can change independently from the consumer product, so production implementations should still be checked against the provider documentation.

Can Snowflake Cortex AI be self-hosted?

No. Verified deployment evidence indicates that Snowflake Cortex AI does not currently support self-hosting. Documented deployment modes include Cloud and API. Deployment rights, infrastructure requirements and enterprise restrictions should be checked against the provider documentation before production use.

What integrations does Snowflake Cortex AI support?

Verified integration evidence on AI Orbit currently includes Cortex Agents, Cortex Search, Horizon Catalog, Snowflake REST API and Snowflake SQL. These are individually source-backed integration records, not a generic assumption based on the product simply advertising integrations. The provider may support additional integrations that have not yet been individually verified in this profile.

How does Snowflake Cortex AI handle privacy and security?

Snowflake states that Customer Data, inputs and outputs are not used to train, retrain or fine-tune models made available to other customers and remain within Snowflake's security boundary. AI Orbit records the data-training policy as: Customer data not used for training. Cortex AI integrates with Snowflake role-based access control and governance, supports model-level controls, secure agents and AI guardrails, and keeps inference within Snowflake's governed environment unless customers opt into supported cross-region behavior. These statements reflect the verified provider evidence stored by AI Orbit; policies and certifications can change, so sensitive deployments should re-check the current official documentation.

How much does Snowflake Cortex AI cost?

AI Orbit currently has verified plan-level pricing data for Snowflake Cortex AI, including Official pricing / enterprise, AI Credit - Global Routing and AI Credit - Regional Routing. Exact rates, billing units, limits and verification dates are shown in the pricing section of this profile rather than compressed into a single potentially misleading price. Because providers can change prices and plan limits, check the linked official pricing source before making a purchase or production decision.