Flyte Alternatives (January 2026)

Flyte

Build production-grade data and ML workflows, hassle-free with Flyte

https://flyt.org/

Flyte is the infinitely scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.

4.9/5

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1.
Workflow Orchestration Made Simple | Prefect
https://www.prefec
.io/

Prefect offers modern workflow orchestration tools for building, observing & reacting to data pipelines efficiently.

2.
Apache Airflow
https://airflow.apach
.org/

Platform created by the community to programmatically author, schedule and monitor workflows.

3.
Astronomer: The Best Place to Run Apache Airflow®
https://www.astronome
.io/

Unlock the full potential of Apache Airflow® with Astronomer’s managed platform. Ensure reliable data delivery, seamless integrations, and dynamic scaling to power your data products and AI. Trusted by top data teams globally.

4.
Valohai | The Scalable MLOps Platform
https://valoha
.com/

The Valohai MLOps platform enables CI/CD for ML and pipeline automation on-prem and any-cloud.

5.
Orkes | Code, Debug, and Scale Faster with Orchestration
https://orke
.io/

Scale your distributed applications, modernize your workflows for durability, and protect against software failures and downtimes with Orkes Conductor.

6.
FST | Dynamic Data Orchestration - Collaborative data pipelines
https://www.fs
.network/

Stitching all of your systems, services and applications together to build end-to-end pipelines in a governable and collaborative way.

7.
Flux
https://flu
.ly/

SIMPLIFY BATCH & FILE PROCESSES WITH FLUX JOB SCHEDULER & FILE ORCHESTRATOR

8.
Data Integration: Ingest, Blend, Orchestrate, and Transform Data
https://pentah
.com/products/pentaho-data-integration/

Unlock full potential of your data with Pentaho+ Data Integration - designed to seamlessly combine diverse data types from various sources into singular, coherent pipelines.

9.
Enterprise-grade Data Integration Platform
https://nexl
.com/

An enterprise-grade data integration platform built around data-products, making it easy and fast for Analytics and AI users to get ready-to-use data