FICO Analytics Workbench vs. NVIDIA RAPIDS Comparison


FICO Analytics Workbench FICO	NVIDIA RAPIDS NVIDIA	+	+
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About Predictive Modeling with Machine Learning and Explainable AI. FICO® Analytics Workbench™ is an integrated suite of state-of-the-art analytic authoring tools that empowers companies to improve business decisions across the customer lifecycle. With it, data scientists can build superior decisioning capabilities using a wide range of predictive data modeling tools and algorithms, including the latest machine learning (ML) and explainable artificial intelligence (xAI) approaches. We enhance the best of open source data science and machine learning with innovative intellectual property from FICO to deliver world-class analytic capabilities to discover, combine, and operationalize predictive signals in data. Analytics Workbench is built on the leading FICO® Platform to allow new predictive models and strategies to be deployed into production with ease.	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.
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 requiring a scorecard and decision tree solution to improve collaboration with data scientists and business analysts	Audience Enterprises in search of a solution to execute end-to-end data science and analytics pipelines entirely on GPUs
Support Phone Support Supported 24/7 Live Support Supported Online Supported	Support Phone Support Supported 24/7 Live Support Not 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 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 Supported Live Online Supported In Person Supported	Training Documentation Supported Webinars Not Supported Live Online Supported In Person Supported
Company Information FICO Founded: 1956 United States www.fico.com/en/products/fico-analytics-workbench	Company Information NVIDIA Founded: 1993 United States developer.nvidia.com/rapids
Alternatives Modeller Paragon Business Solutions	Alternatives NVIDIA Magnum IO NVIDIA
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Categories Data Science Supported Predictive Analytics Supported	Categories AI Infrastructure Supported Data Science Supported

Integrations Anaconda Not Supported Apache Spark Not Supported Capital One Spark Business Banking Not Supported Databricks Not Supported Domino Enterprise AI Platform Not Supported Gradient Not Supported HEAVY.AI Not Supported HPE Ezmeral Data Fabric Not Supported IBM Cloud Not Supported Iguazio Not Supported Kinetica Not Supported NVIDIA FLARE Not Supported Nuclio Not Supported Plotly Dash Not Supported Show More Integrations	Integrations Anaconda Supported Apache Spark Supported Capital One Spark Business Banking Supported Databricks Supported Domino Enterprise AI Platform Supported Gradient Supported HEAVY.AI Supported HPE Ezmeral Data Fabric Supported IBM Cloud Supported Iguazio Supported Kinetica Supported NVIDIA FLARE Supported Nuclio Supported Plotly Dash Supported Show More Integrations View All 17 Integrations
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