Snowflakevs
AWS SageMaker
AWS SageMaker: Build, train, and deploy machine learning models at scale
Snowflake
The AI Data Cloud for enterprise data warehousing
As of 30 August 2026, Snowflake is free to use. Snowflake is a cloud-based data warehousing platform that enables organizations to store and analyze large amounts of data. Softwr lists it under Machine Learning. Snowflake is made by Snowflake Inc., launched in 2012, available on Web, API.
Overview
What Snowflake does
Snowflake is a cloud-based data warehousing platform that enables organizations to store and analyze large amounts of data. It separates storage and compute, allowing for independent scaling. Snowflake supports structured and semi-structured data with near-unlimited concurrent workloads.
What people use it for
- Cloud data warehousing and SQL analytics
- Data engineering and ELT pipelines
- Data sharing and marketplace
- AI/ML workloads via Snowpark and Cortex
- BI backend for tools such as Tableau and Power BI
Related searches
The honest half
Where it falls short
Concrete and checkable, so you can decide whether any of them matter to you. This is the half of a review a vendor will not write about Snowflake.
- No flat subscription price is published - cost varies by edition, cloud provider, and region and requires a separate calculator or credit-consumption table
- Free trial is capped at $400 in credits or 30 days, whichever comes first, not a perpetual free tier
- During the trial, certain features (external network access, hybrid tables, Openflow) are capped at 10 credits/day until a payment method is added
- Total cost combines compute credits, storage, and data transfer billed separately
Cross-shopped
What people choose instead of Snowflake
Each pairing was judged by two reviewers asking whether a buyer would genuinely weigh the two against each other. The ones that failed were deleted rather than published.
- SnowflakevsGoogle Vertex AI
Google Vertex AI: Unified ML platform to build, deploy, and scale AI models
- SnowflakevsAzure Machine Learning
Azure Machine Learning: Enterprise-grade machine learning service
- SnowflakevsDataRobot
DataRobot: Enterprise AI platform for automated machine learning
Pricing
What Snowflake costs
Taken from the vendor's own pricing page. Prices move, so check before you buy.
Standard
On request
- Consumption-based, per-credit pricing
Enterprise
On request
- Consumption-based, per-credit pricing
Business Critical
On request
- Consumption-based, per-credit pricing
Virtual Private Snowflake
On request
- Consumption-based, per-credit pricing
Capabilities
Features
Separated Compute/Storage
Near-zero Maintenance
Data Sharing
Time Travel
Cloning
Multi-cluster Warehouse
Semi-structured Data
dbt
Integration with dbt
Fivetran
Integration with Fivetran
Tableau
Integration with Tableau
Looker
Integration with Looker
Informatica
Integration with Informatica
Answered, with sources
Questions people ask
Each answer names the page it came from, so you can check it rather than take our word for it.
How is Snowflake priced?
Snowflake uses a consumption based model. Compute is billed in credits and storage is charged monthly on the average amount stored after compression. Capacity can be bought on demand or pre-paid.
SourceWhat Snowflake editions are there?
Snowflake sells four editions: Standard as the entry level offering, Enterprise for high growth and large scale customers, Business Critical for regulated industries handling sensitive data, and Virtual Private Snowflake for a completely isolated environment.
SourceDoes Snowflake publish a per credit price?
Not on its pricing options page. Snowflake directs buyers to its Credit Consumption Table and a pricing calculator for the rates, which vary by edition, region and cloud provider.
SourceBehind it
Who makes Snowflake
- Company
- Snowflake Inc.
- Based in
- Menlo Park, CA, USA
- Founders
- Benoit Dageville, Thierry Cruanes, Marcin Zukowski
Timeline
Snowflake over time
Keep looking
Where to go from Snowflake
- Snowflake alternativesEvery product people weigh against it
- Snowflake pricingPlans, floors and what the tiers exclude
- Snowflake badgesWhich rules it meets, and the figure behind each
- All Machine Learning softwareThe full category
- Best Machine Learning softwareThe shortlist, and how it was cut
Best Machine Learning software for
Compare Snowflake with
- Azure Machine Learning
- Palantir Foundry
- AWS SageMaker
- DataRobot
- Google Vertex AI
- Cohere
- Databricks
- SAS
- Alteryx
- IBM SPSS
- Dataiku
- Fal AI
- Groq
- Haystack
- Minitab
- Semantic Kernel
- JMP
- IBM SPSS
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Softwr does not host reviews and shows no star rating for Snowflake, because a rating we did not collect is not ours to publish. What is here is the pricing and platform detail from the vendor’s own pages, limitations we could state concretely, and alternatives a reviewer confirmed people weigh against it. Tell us if any of it is wrong.
More on Snowflake
Snowflake alternatives
What people switch to, and what they give up
Snowflake pricing
Every tier, and where the cost actually lands
Compare Snowflake
Put it head to head with anything we hold
Snowflake badge
Its rating, and an embed for your own site
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