NVIDIA RAPIDS vs. StreamFlux Comparison


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About The RAPIDS suite of software libraries, built on CUDA-X AI, gives you the freedom to execute end-to-end data science and analytics pipelines entirely on GPUs. It relies on NVIDIA® CUDA® primitives for low-level compute optimization, but exposes that GPU parallelism and high-bandwidth memory speed through user-friendly Python interfaces. RAPIDS also focuses on common data preparation tasks for analytics and data science. This includes a familiar DataFrame API that integrates with a variety of machine learning algorithms for end-to-end pipeline accelerations without paying typical serialization costs. RAPIDS also includes support for multi-node, multi-GPU deployments, enabling vastly accelerated processing and training on much larger dataset sizes. Accelerate your Python data science toolchain with minimal code changes and no new tools to learn. Increase machine learning model accuracy by iterating on models faster and deploying them more frequently.	About Data is crucial when it comes to building, streamlining and growing your business. However, getting the full value out of data can be a challenge, many organizations are faced with poor access to data, incompatible tools, spiraling costs and slow results. Simply put, leaders who can turn raw data into real results will thrive in today’s landscape. The key to this is empowering everyone across your business to be able to analyze, build and collaborate on end-to-end AI and machine learning solutions in one place, fast. Streamflux is a one-stop shop to meet your data analytics and AI challenges. Our self-serve platform allows you the freedom to build end-to-end data solutions, uses models to answer complex questions and assesses user behaviors. Whether you’re predicting customer churn and future revenue, or generating recommendations, you can go from raw data to genuine business impact in days, not months.
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 Enterprises in search of a solution to execute end-to-end data science and analytics pipelines entirely on GPUs	Audience Companies and organizations seeking a bespoke AI and ML solution to simplify their data science
Support Phone Support Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Supported 24/7 Live Support Supported Online Supported
API Offers API Not Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Not Supported Free Trial Not Supported	Pricing No information available. Free Version Not Supported Free Trial Not 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 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

Training Documentation Supported Webinars Not Supported Live Online Supported In Person Supported	Training Documentation Supported Webinars Supported Live Online Not Supported In Person Supported
Company Information NVIDIA Founded: 1993 United States developer.nvidia.com/rapids	Company Information Fractal United States fractal.ai/streamflux/
Alternatives NVIDIA Magnum IO NVIDIA	Alternatives Analance Ducen
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Categories AI Infrastructure Supported Data Science Supported	Categories Artificial Intelligence Supported Data Science Supported Machine Learning Supported

Integrations Apache Spark Supported ActiveMQ Not Supported Amazon Kinesis Not Supported Amazon Web Services (AWS) Not Supported Anaconda Supported Apache Kafka Not Supported Capital One Spark Business Banking Supported Databricks Supported Domino Enterprise AI Platform Supported Google Cloud BigQuery Not Supported Google Cloud Platform Not Supported Gradient Supported HEAVY.AI Supported Keras Not Supported Kinetica Supported Microsoft Azure Not Supported NVIDIA FLARE Supported Teradata QueryGrid Not Supported Show More Integrations View All 17 Integrations	Integrations Apache Spark Supported ActiveMQ Supported Amazon Kinesis Supported Amazon Web Services (AWS) Supported Anaconda Not Supported Apache Kafka Supported Capital One Spark Business Banking Not Supported Databricks Not Supported Domino Enterprise AI Platform Not Supported Google Cloud BigQuery Supported Google Cloud Platform Supported Gradient Not Supported HEAVY.AI Not Supported Keras Supported Kinetica Not Supported Microsoft Azure Supported NVIDIA FLARE Not Supported Teradata QueryGrid Supported Show More Integrations View All 17 Integrations
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