Apache Spark vs. Fivetran vs. Snowflake Comparison


Apache Spark Apache Software Foundation	Fivetran	Snowflake	+
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About Apache Spark™ is a unified analytics engine for large-scale data processing. Apache Spark achieves high performance for both batch and streaming data, using a state-of-the-art DAG scheduler, a query optimizer, and a physical execution engine. Spark offers over 80 high-level operators that make it easy to build parallel apps. And you can use it interactively from the Scala, Python, R, and SQL shells. Spark powers a stack of libraries including SQL and DataFrames, MLlib for machine learning, GraphX, and Spark Streaming. You can combine these libraries seamlessly in the same application. Spark runs on Hadoop, Apache Mesos, Kubernetes, standalone, or in the cloud. It can access diverse data sources. You can run Spark using its standalone cluster mode, on EC2, on Hadoop YARN, on Mesos, or on Kubernetes. Access data in HDFS, Alluxio, Apache Cassandra, Apache HBase, Apache Hive, and hundreds of other data sources.	About Fivetran is a leading data integration platform that centralizes an organization’s data from various sources to enable modern data infrastructure and drive innovation. It offers over 700 fully managed connectors to move data automatically, reliably, and securely from SaaS applications, databases, ERPs, and files to data warehouses and lakes. The platform supports real-time data syncs and scalable pipelines that fit evolving business needs. Trusted by global enterprises like Dropbox, JetBlue, and Pfizer, Fivetran helps accelerate analytics, AI workflows, and cloud migrations. It features robust security certifications including SOC 1 & 2, GDPR, HIPAA, and ISO 27001. Fivetran provides an easy-to-use, customizable platform that reduces engineering time and enables faster insights.	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 Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook
Audience Organizations that want a unified analytics engine for large-scale data processing	Audience Fivetran is designed for data engineers, analytics teams, and IT leaders in organizations of all sizes who need automated, scalable, and secure data integration to power analytics, AI, and business intelligence	Audience Organizations interested in a powerful and comprehensive cloud data platform
Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online
API Offers API	API Offers API	API Offers API
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Pricing No information available. Free Version Free Trial	Pricing No information available. Free Version Free Trial	Pricing $2 compute/month Free Version Free Trial
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 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
Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information Apache Software Foundation Founded: 1999 United States spark.apache.org	Company Information Fivetran Founded: 2012 United States www.fivetran.com	Company Information Snowflake Founded: 2012 United States www.snowflake.com
Alternatives dbt dbt Labs	Alternatives dbt dbt Labs	Alternatives Teradata VantageCloud Teradata
Snowflake	Segment Twilio	Google Cloud BigQuery Google
AWS Glue Amazon	Clockspring	Amazon Web Services (AWS) Amazon
MLlib Apache Software Foundation	Alooma Google	Databricks
PySpark View All	Hevo Hevo Data View All	Narrative View All
Categories Big Data Data Analysis Data Modeling Query Engines Streaming Analytics	Categories Big Data Data Engineering Data Extraction Data Integration Data Pipeline Data Preparation Data Replication ETL Integration	Categories AI Cloud Providers AI Infrastructure Big Data Columnar Databases Data as a Service (DaaS) Data Clean Room Data Exchange Data Governance Data Lake Data Management Data Marketplaces Data Monetization Data Preparation Data Science Data Warehouse Database Database Management Systems (DBMS) ETL LLM API Machine Learning OLAP Databases Query Engines SQL Databases
Show More Features Streaming Analytics Features Data Enrichment Data Wrangling / Data Prep Multiple Data Source Support Process Automation Real-time Analysis / Reporting Visualization Dashboards	Show More Features Data Extraction Features Disparate Data Collection Document Extraction Email Address Extraction Image Extraction IP Address Extraction Phone Number Extraction Pricing Extraction Web Data Extraction Data Replication Features Asynchronous Data Replication Automated Data Retention Continuous Replication Cross-Platform Replication Dashboard Instant Failover Orchestration Remote Database Replication Reporting / Analytics Simulation / Testing Synchronous Data Replication Integration Features Dashboard ETL - Extract / Transform / Load Metadata Management Multiple Data Sources Web Services	Show More Features Data Warehouse Features Ad hoc Query Analytics Data Integration Data Migration Data Quality Control ETL - Extract / Transfer / Load In-Memory Processing Match & Merge Database Features Backup and Recovery Creation / Development Data Migration Data Replication Data Search Data Security Database Conversion Mobile Access Monitoring NOSQL Performance Analysis Queries Relational Interface Virtualization ETL Features Data Analysis Data Filtering Data Quality Control Job Scheduling Match & Merge Metadata Management Non-Relational Transformations Version Control
Integrations Astro by Astronomer Azure Marketplace Dagster Foundational Kestra Sifflet Alta Apache Kylin Apache Mahout Apache Zeppelin Asana Ascend Askdata Census Daylight Mozart Data Pelanor Phrase Unravel Vayu Show More Integrations View All 185 Integrations	Integrations Astro by Astronomer Azure Marketplace Dagster Foundational Kestra Sifflet Alta Apache Kylin Apache Mahout Apache Zeppelin Asana Ascend Askdata Census Daylight Mozart Data Pelanor Phrase Unravel Vayu Show More Integrations View All 91 Integrations	Integrations Astro by Astronomer Azure Marketplace Dagster Foundational Kestra Sifflet Alta Apache Kylin Apache Mahout Apache Zeppelin Asana Ascend Askdata Census Daylight Mozart Data Pelanor Phrase Unravel Vayu Show More Integrations View All 961 Integrations
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