ClickHouse vs. Python vs. Snowflake Comparison


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About ClickHouse is a fast open-source OLAP database management system. It is column-oriented and allows to generate analytical reports using SQL queries in real-time. ClickHouse's performance exceeds comparable column-oriented database management systems currently available on the market. It processes hundreds of millions to more than a billion rows and tens of gigabytes of data per single server per second. ClickHouse uses all available hardware to its full potential to process each query as fast as possible. Peak processing performance for a single query stands at more than 2 terabytes per second (after decompression, only used columns). In distributed setup reads are automatically balanced among healthy replicas to avoid increasing latency. ClickHouse supports multi-master asynchronous replication and can be deployed across multiple datacenters. All nodes are equal, which allows avoiding having single points of failure.	About The core of extensible programming is defining functions. Python allows mandatory and optional arguments, keyword arguments, and even arbitrary argument lists. Whether you're new to programming or an experienced developer, it's easy to learn and use Python. Python can be easy to pick up whether you're a first-time programmer or you're experienced with other languages. The following pages are a useful first step to get on your way to writing programs with Python! The community hosts conferences and meetups to collaborate on code, and much more. Python's documentation will help you along the way, and the mailing lists will keep you in touch. The Python Package Index (PyPI) hosts thousands of third-party modules for Python. Both Python's standard library and the community-contributed modules allow for endless possibilities.	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 Companies of all sizes	Audience Developers interested in a beautiful but advanced programming language	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
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Free Trial	Pricing Free Free Version Free Trial	Pricing $2 compute/month Free Version Free Trial
Reviews/Ratings Overall 5.0 / 5 ease 3.0 / 5 features 4.0 / 5 design 5.0 / 5 support 5.0 / 5 Read all reviews	Reviews/Ratings Overall 5.0 / 5 ease 5.0 / 5 features 5.0 / 5 design 5.0 / 5 support 5.0 / 5 Read all reviews	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 ClickHouse Founded: 2021 United States clickhouse.com	Company Information Python Founded: 1991 www.python.org	Company Information Snowflake Founded: 2012 United States www.snowflake.com
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SingleStore	IronPython	Databricks Data Intelligence Platform Databricks
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Categories Columnar Databases Database Database Management Systems (DBMS) Distributed Databases OLAP Databases Query Engines	Categories Programming Languages	Categories 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 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 DataGrip DbVisualizer Hue Kestra Peaka Streamkap Tenzir Timbr.ai Timeplus Activeeon ProActive Apache PredictionIO Aqua Data Studio Defang Editor.do Gemma 2 GroupBy MERCI Cloud ERP Simcenter Amesim The Welkin Suite Zepl Show More Integrations View All 99 Integrations	Integrations DataGrip DbVisualizer Hue Kestra Peaka Streamkap Tenzir Timbr.ai Timeplus Activeeon ProActive Apache PredictionIO Aqua Data Studio Defang Editor.do Gemma 2 GroupBy MERCI Cloud ERP Simcenter Amesim The Welkin Suite Zepl Show More Integrations View All 1216 Integrations	Integrations DataGrip DbVisualizer Hue Kestra Peaka Streamkap Tenzir Timbr.ai Timeplus Activeeon ProActive Apache PredictionIO Aqua Data Studio Defang Editor.do Gemma 2 GroupBy MERCI Cloud ERP Simcenter Amesim The Welkin Suite Zepl Show More Integrations View All 834 Integrations
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