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Metaflow Alternatives
Similar projects and alternatives to metaflow
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SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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MLflow
The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.
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Kedro
Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.
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Hystrix
Hystrix is a latency and fault tolerance library designed to isolate points of access to remote systems, services and 3rd party libraries, stop cascading failure and enable resilience in complex distributed systems where failure is inevitable.
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BentoML
The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!
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flyte
Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.
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index
Discontinued The SOTA Open-Source Browser Agent for autonomously performing complex tasks on the web (by lmnr-ai)
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clearml
ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better metaflow alternative or higher similarity.
metaflow discussion
metaflow reviews and mentions
Posts with mentions or reviews of metaflow.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2025-07-16.
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Metaflow: Build, Manage and Deploy AI/ML Systems
Stay tuned! We have some cool new features coming soon to support agentic workloads (teaser: https://github.com/Netflix/metaflow/pull/2473)
If you are curious, join the Metaflow Slack at http://slack.outerbounds.co and start a thread on #ask-metaflow
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Show HN: Flow – A Dynamic Task Engine for AI Agents Without DAG
Interesting! I feel like this is a cross between https://github.com/dagworks-inc/burr (switch state for context) and https://github.com/Netflix/metaflow because the output of the "task" declares its next hop...
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20 Open Source Tools I Recommend to Build, Share, and Run AI Projects
Metaflow is an open source framework developed at Netflix for building and managing ML, AI, and data science projects. This tool addresses the issue of deploying large data science applications in production by allowing developers to build workflows using their Python API, explore with notebooks, test, and quickly scale out to the cloud. ML experiments and workflows can also be tracked and stored on the platform.
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Recapping the AI, Machine Learning and Computer Meetup — August 15, 2024
As a data scientist/ML practitioner, how would you feel if you can independently iterate on your data science projects without ever worrying about operational overheads like deployment or containerization? Let’s find out by walking you through a sample project that helps you do so! We’ll combine Python, AWS, Metaflow and BentoML into a template/scaffolding project with sample code to train, serve, and deploy ML models…while making it easy to swap in other ML models.
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10 Open Source Tools for Building MLOps Pipelines
Metaflow is an open source Python library that allows engineers to build and manage ML projects. It focuses on rapid prototyping and reducing time from development to production. It makes the job of ML data scientists easier by taking care of the low-level infrastructure: data, compute, orchestration, and versioning.
- FLaNK Stack 05 Feb 2024
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metaflow VS cascade - a user suggested alternative
2 projects | 5 Dec 2023
- In Need of Guidance: Implementing MLOps in a Complex Organization as a Junior Data Engineer
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What are some open-source ML pipeline managers that are easy to use?
I would recommend the following: - https://www.mage.ai/ - https://dagster.io/ - https://www.prefect.io/ - https://metaflow.org/ - https://zenml.io/home
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Needs advice for choosing tools for my team. We use AWS.
1) I've been looking into [Metaflow](https://metaflow.org/), which connects nicely to AWS, does a lot of heavy lifting for you, including scheduling.
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A note from our sponsor - SaaSHub
www.saashub.com | 13 Aug 2026
Stats
Basic metaflow repo stats
30
10,208
9.3
7 days ago
Netflix/metaflow is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of metaflow is Python.
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