Amazon EMR vs. Snowflake Comparison


Amazon EMR Amazon	Snowflake 4.8 out of 5 stars
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Amazon EMR	Snowflake
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Amazon EMR: About Amazon EMR is the industry-leading cloud big data platform for processing vast amounts of data using open-source tools such as Apache Spark, Apache Hive, Apache HBase, Apache Flink, Apache Hudi, and Presto. With EMR you can run Petabyte-scale analysis at less than half of the cost of traditional on-premises solutions and over 3x faster than standard Apache Spark. For short-running jobs, you can spin up and spin down clusters and pay per second for the instances used. For long-running workloads, you can create highly available clusters that automatically scale to meet demand. If you have existing on-premises deployments of open-source tools such as Apache Spark and Apache Hive, you can also run EMR clusters on AWS Outposts. Analyze data using open-source ML frameworks such as Apache Spark MLlib, TensorFlow, and Apache MXNet. Connect to Amazon SageMaker Studio for large-scale model training, analysis, and reporting.	Snowflake: 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.
Amazon EMR: Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Snowflake: 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
Amazon EMR: Audience Companies that want to easily run and scale Apache Spark, Hive, Presto, and other big data frameworks	Snowflake: Audience Organizations interested in a powerful and comprehensive cloud data platform
Amazon EMR: Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Snowflake: Support Phone Support Not Supported 24/7 Live Support Supported Online Supported
Amazon EMR: API Offers API Not Supported	Snowflake: API Offers API Not Supported
Amazon EMR: Screenshots and Videos View more images or videos	Snowflake: Screenshots and Videos View more images or videos
Amazon EMR: Pricing No information available. Free Version Not Supported Free Trial Not Supported	Snowflake: 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
Amazon EMR: 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	Snowflake: 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
	Snowflake: 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.
Amazon EMR: Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Snowflake: Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Amazon EMR: Company Information Amazon Founded: 1994 United States aws.amazon.com/emr/	Snowflake: Company Information Snowflake Founded: 2012 United States www.snowflake.com
Amazon EMR: Alternatives AWS Glue Amazon	Snowflake: Alternatives Google Cloud BigQuery Google 4.5 out of 5 stars
Amazon EMR: Amazon Athena Amazon 4.5 out of 5 stars	Snowflake: Amazon Web Services (AWS) Amazon 4.8 out of 5 stars
Amazon EMR: Cloudera	Snowflake: Denodo Denodo Technologies 4.6 out of 5 stars
Amazon EMR: E-MapReduce Alibaba	Snowflake: Databricks
Amazon EMR: Apache Spark Apache Software Foundation View All	Snowflake: Teradata VantageCloud Teradata 5.0 out of 5 stars View All
Amazon EMR: Categories Big Data Supported	Snowflake: 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
	Snowflake: 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
Amazon EMR: Integrations Amazon SageMaker Data Wrangler Supported Ataccama ONE Supported Data Virtuality Supported Feast Supported IBM watsonx.data integration Supported Immuta Supported Lyftrondata Supported Okera Supported Pelanor Supported Privacera Supported Prophecy Supported Protegrity Supported Quorso Supported SAS Studio Supported Sifflet Supported Tecton Supported Tonic Ephemeral Supported TrustLogix Supported Zepl Supported definity Supported Show More Integrations View All 48 Integrations	Snowflake: Integrations Amazon SageMaker Data Wrangler Supported Ataccama ONE Supported Data Virtuality Supported Feast Supported IBM watsonx.data integration Supported Immuta Supported Lyftrondata Supported Okera Supported Pelanor Supported Privacera Supported Prophecy Supported Protegrity Supported Quorso Supported SAS Studio Supported Sifflet Supported Tecton Supported Tonic Ephemeral Supported TrustLogix Supported Zepl Supported definity Supported Show More Integrations View All 1066 Integrations
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