Flyte vs. Gumloop Comparison


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About The workflow automation platform for complex, mission-critical data and ML processes at scale. Flyte makes it easy to create concurrent, scalable, and maintainable workflows for machine learning and data processing. Flyte is used in production at Lyft, Spotify, Freenome, and others. At Lyft, Flyte has been serving production model training and data processing for over four years, becoming the de-facto platform for teams like pricing, locations, ETA, mapping, autonomous, and more. In fact, Flyte manages over 10,000 unique workflows at Lyft, totaling over 1,000,000 executions every month, 20 million tasks, and 40 million containers. Flyte has been battle-tested at Lyft, Spotify, Freenome, and others. It is entirely open-source with an Apache 2.0 license under the Linux Foundation with a cross-industry overseeing committee. Configuring machine learning and data workflows can get complex and error-prone with YAML.	About Drag, drop, and deploy custom tools your business needs. Leverage our community's efforts with pre-built workflows. Fuel your workspace with our growing library of nodes; connect to a world of possibilities. Pass data from A to Z with drag-and-click connections. Workflows that are repetitive or time-consuming are the perfect candidates for automation. Gumloop is built to be generally useful for all data processing tasks so get as creative as you'd like. Our automation builder allows for much more complex automation than existing solutions and is built with AI at its core. We don't aim to just streamline your workflow but replace it entirely. You can invite other users to a Workspace or just send them the URL to your automation. Automate your complex business processes without writing a single line of code. Specify a link to a home listing and have AI extract key details like price, address, and more.
Platforms Supported Windows Not Supported Mac Supported Linux Supported Cloud Not 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 Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Developers in need of a workflow automation platform to create concurrent, scalable, and maintainable workflows	Audience Businesses looking for an AI solution to automate their workflows
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Supported Online Supported
API Offers API Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing Free Free Version Supported Free Trial Not Supported	Pricing $97 per month Free Version 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 Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Supported In Person Not Supported
Company Information Union.ai Founded: 2020 United States flyte.org	Company Information Gumloop Canada www.gumloop.com
Alternatives Metaflow Netflix	Alternatives StackAI
Ray Anyscale	Fleece AI
ZenML	Caddi
Lyft Business Lyft	Gentek.ai
Lyft View All	Automation Anywhere View All
Categories AI Automation Supported AI/ML Model Training Supported Machine Learning Supported Workflow Automation Supported	Categories Agentic AI Supported AI Agent Builders Supported AI Agents Supported AI Automation Supported AI Tools Supported Task Automation Supported Workflow Automation Supported

Integrations Google Cloud Platform Supported Slack Supported Amazon Athena Supported Apache Spark Supported Google Sheets Not Supported Great Expectations Supported HubSpot CRM Not Supported HubSpot Customer Platform Not Supported Kubeflow Supported Kubernetes Supported Linear Not Supported MLflow Supported Polars Supported SQLAlchemy Supported Typeform Not Supported Union Cloud Supported WordPress Not Supported X (Twitter) Not Supported dbt Supported Show More Integrations View All 33 Integrations	Integrations Google Cloud Platform Supported Slack Supported Amazon Athena Not Supported Apache Spark Not Supported Google Sheets Supported Great Expectations Not Supported HubSpot CRM Supported HubSpot Customer Platform Supported Kubeflow Not Supported Kubernetes Not Supported Linear Supported MLflow Not Supported Polars Not Supported SQLAlchemy Not Supported Typeform Supported Union Cloud Not Supported WordPress Supported X (Twitter) Supported dbt Not Supported Show More Integrations View All 27 Integrations
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