Nebius vs. Snowflake Comparison


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About Training-ready platform with NVIDIA® H100 Tensor Core GPUs. Competitive pricing. Dedicated support. Built for large-scale ML workloads: Get the most out of multihost training on thousands of H100 GPUs of full mesh connection with latest InfiniBand network up to 3.2Tb/s per host. Best value for money: Save at least 50% on your GPU compute compared to major public cloud providers*. Save even more with reserves and volumes of GPUs. Onboarding assistance: We guarantee a dedicated engineer support to ensure seamless platform adoption. Get your infrastructure optimized and k8s deployed. Fully managed Kubernetes: Simplify the deployment, scaling and management of ML frameworks on Kubernetes and use Managed Kubernetes for multi-node GPU training. Marketplace with ML frameworks: Explore our Marketplace with its ML-focused libraries, applications, frameworks and tools to streamline your model training. Easy to use. We provide all our new users with a 1-month trial period.	About Snowflake is a comprehensive AI Data Cloud platform designed to eliminate data silos and simplify data architectures, enabling organizations to get more value from their data. The platform offers interoperable storage that provides near-infinite scale and access to diverse data sources, both inside and outside Snowflake. Its elastic compute engine delivers high performance for any number of users, workloads, and data volumes with seamless scalability. Snowflake’s Cortex AI accelerates enterprise AI by providing secure access to leading large language models (LLMs) and data chat services. The platform’s cloud services automate complex resource management, ensuring reliability and cost efficiency. Trusted by over 11,000 global customers across industries, Snowflake helps businesses collaborate on data, build data applications, and maintain a competitive edge.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Founders of AI startups, ML engineers, MLOps engineers, and any roles interested in optimizing compute resources for their AI/ML tasks	Audience Organizations interested in a powerful and comprehensive cloud data platform
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Supported Online Supported
API Offers API Not Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing $2.66/hour Free Version Not Supported Free Trial Not Supported	Pricing $2/credit Pay for the compute and storage you actually use. - Turn compute resources on and off, so you only pay for what you use - Store near-unlimited amounts of data at affordable cloud rates - Grow your analytics infrastructure with linear cost scalability Free Version Not Supported Free Trial Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 4.8 / 5 ease 4.8 / 5 features 5.0 / 5 design 4.8 / 5 support 4.8 / 5 Read all reviews
	Pros & Cons from Real Users Pros Snowflake is being used across our whole organization. It addresses the need to combine disparate data sources into one single data source and discover insights into our business that would not be easily possible with lots of disconnected data sources. It has great SQL features like LISTAGG or Count Distinct, which go above and beyond Oracle and MS SQL. - Reporting queries run in a fraction of the time that they would in our production systems - We can run simple SQL queries. - Scales up and down seamlessly - Optimized table structures under the hood - Sharing data between accounts - Easy if use - Continuous data pipelines - Snowflake also includes caching at various levels to help speed up your queries and minimum costs. - Support members are very good. Snowflake is acting as a company-wide Data Repository. With its cloud architecture and scalability, it addresses our storage, warehouse, and computation problem at the same time. Snowflake has powerful group roles and policy, which makes it beneficial for enterprise edition and usage. Snowflake acts as a single platform for both data storage and warehousing needs. For deployment purposes, it has the best group policy management and the best UI I've encountered personally. It also accommodates direct connection with AWS and Azure, which is another advantage. - Hosted on cloud: Helps with scalability. - Handling large data scale and ingestion - Separation of compute and storage - Community is active and ever-growing: You will have someone from the community to help whenever you need it. Simple & clean interface Great querying performance Integration with all the major cloud providers Easy to learn querying language Good documentation (+) Easy to adapt and easy to use. (+) The run time of queries is much faster compared to other products in the market. (+) One can select a part of a query for execution. (+) Integration with S3 and other data storage platforms makes snowflake more compatible. (+) One may run concurrent queries without giving up on speed. Cons Nothing to dislike in Snowflake. Awesome data warehouse for huge data set. - Very expensive - Indexing by primary key is non performant Web based IDE is not suitable for writing complex queries, it feels sluggish when heavily used. (-) Performance drops in the case of multiple users. (-) No option for scheduling of a task or a query. (-) The coding syntax has some restrictions like the case-sensitivity issue.
Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Nebius Founded: 2022 Netherlands nebius.ai/	Company Information Snowflake Founded: 2012 United States www.snowflake.com
Alternatives Runpod	Alternatives Google Cloud BigQuery Google
CoreWeave	Amazon Web Services (AWS) Amazon
Dataoorts GPU Cloud Dataoorts	Denodo Denodo Technologies
Gemini Enterprise Agent Platform Google	Databricks
TensorWave View All	Teradata VantageCloud Teradata View All
Categories AI Cloud Providers Supported AI Image Generators Supported AI Inference Supported AI Infrastructure Supported AI/ML Model Training Supported Cloud GPU Supported Cloud Service Providers Supported Data Preparation Supported LLM API Supported Machine Learning Supported Object Storage Supported Virtual Private Cloud (VPC) Supported	Categories AI Cloud Providers Supported AI Infrastructure Supported Big Data Supported Columnar Databases Supported Data as a Service (DaaS) Supported Data Clean Room Supported Data Exchange Supported Data Governance Supported Data Lake Supported Data Management Supported Data Marketplaces Supported Data Monetization Supported Data Preparation Supported Data Science Supported Data Warehouse Supported Database Supported Database Management Systems (DBMS) Supported ETL Supported LLM API Supported Machine Learning Supported OLAP Databases Supported Query Engines Supported SQL Databases Supported
	Show More Features Data Warehouse Features Ad hoc Query Not Supported Analytics Supported Data Integration Not Supported Data Migration Supported Data Quality Control Not Supported ETL - Extract / Transfer / Load Not Supported In-Memory Processing Not Supported Match & Merge Not Supported Database Features Backup and Recovery Not Supported Creation / Development Not Supported Data Migration Not Supported Data Replication Not Supported Data Search Not Supported Data Security Not Supported Database Conversion Not Supported Mobile Access Not Supported Monitoring Not Supported NOSQL Not Supported Performance Analysis Supported Queries Not Supported Relational Interface Not Supported Virtualization Not Supported ETL Features Data Analysis Supported Data Filtering Not Supported Data Quality Control Not Supported Job Scheduling Not Supported Match & Merge Not Supported Metadata Management Not Supported Non-Relational Transformations Not Supported Version Control Not Supported
Integrations Accern Not Supported Acquia CDP Not Supported BettrData Not Supported Campfire Not Supported Clay Not Supported Cogna Not Supported DeepSeek Not Supported Foothold Not Supported HiBob Finance Suite Not Supported LLaforM Not Supported LOGIQ Not Supported Live Data Technologies Not Supported LiveRamp Clean Room Not Supported Lumi AI Not Supported ReadyBase Not Supported RudderStack Not Supported Sana Not Supported Simba Not Supported Talend Data Preparation Not Supported VEDA Not Supported Show More Integrations View All 5 Integrations	Integrations Accern Supported Acquia CDP Supported BettrData Supported Campfire Supported Clay Supported Cogna Supported DeepSeek Supported Foothold Supported HiBob Finance Suite Supported LLaforM Supported LOGIQ Supported Live Data Technologies Supported LiveRamp Clean Room Supported Lumi AI Supported ReadyBase Supported RudderStack Supported Sana Supported Simba Supported Talend Data Preparation Supported VEDA Supported Show More Integrations View All 1015 Integrations
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