Flyte

Flyte

Union.ai
Flyte Tecton

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Flyte:

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.
Tecton:

About

Deploy machine learning applications to production in minutes, rather than months. Automate the transformation of raw data, generate training data sets, and serve features for online inference at scale. Save months of work by replacing bespoke data pipelines with robust pipelines that are created, orchestrated and maintained automatically. Increase your team’s efficiency by sharing features across the organization and standardize all of your machine learning data workflows in one platform. Serve features in production at extreme scale with the confidence that systems will always be up and running. Tecton meets strict security and compliance standards. Tecton is not a database or a processing engine. It plugs into and orchestrates on top of your existing storage and processing infrastructure.
Flyte:

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
Tecton:

Platforms Supported

Windows Supported
Mac Supported
Linux Supported
Cloud Not Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported
Flyte:

Audience

Developers in need of a workflow automation platform to create concurrent, scalable, and maintainable workflows
Tecton:

Audience

Machine Learning solution for companies
Flyte:

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported
Tecton:

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported
Flyte:

API

Offers API Supported
Tecton:

API

Offers API Supported
Flyte:

Screenshots and Videos

Tecton:

Screenshots and Videos

Flyte:

Pricing

Free
Free Version Supported
Free Trial Not Supported
Tecton:

Pricing

No information available.
Free Version Not Supported
Free Trial Supported
Flyte:

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
Tecton:

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
Flyte:

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported
Tecton:

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported
Flyte:

Company Information

Union.ai
Founded: 2020
United States
flyte.org
Tecton:

Company Information

Tecton
Founded: 2019
United States
www.tecton.ai/
Flyte:

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Flyte:

Categories

Tecton:

Categories

AI Inference Supported
Machine Learning Supported
Flyte:

Integrations

Databricks Supported
Snowflake Supported
TensorFlow Supported
Amazon Athena Supported
Amazon DynamoDB Not Supported
Amazon ElastiCache Not Supported
Amazon Redshift Not Supported
Amazon S3 Not Supported
Apache Hive Supported
Apache Kafka Not Supported
Apache Spark Supported
Dolt Supported
Google Cloud Platform Supported
Polars Supported
PySpark Not Supported
PyTorch Supported
Redis Not Supported
Slack Supported
Spotify Supported
pandas Supported
Tecton:

Integrations

Databricks Supported
Snowflake Supported
TensorFlow Supported
Amazon Athena Not Supported
Amazon DynamoDB Supported
Amazon ElastiCache Supported
Amazon Redshift Supported
Amazon S3 Supported
Apache Hive Not Supported
Apache Kafka Supported
Apache Spark Not Supported
Dolt Not Supported
Google Cloud Platform Not Supported
Polars Not Supported
PySpark Supported
PyTorch Not Supported
Redis Supported
Slack Not Supported
Spotify Not Supported
pandas Not Supported
Flyte:
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Tecton:
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