ZenML Alternatives

12 alternatives to ZenML in the mlops category

ZenML

One layer for orchestration, versioning, and governance — from training pipelines to agent evals, local to Kubernetes.

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Weights & Biasessubscription + freemium + tieredFree tier

Weights & Biases, developer tools for machine learning

12 mentions/mo10,941

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Feastfeature-storetiered

Feast is an end-to-end open source feature store for machine learning. It allows teams to define, manage, discover, and serve features.

1 mentions/mo6,866

Pachydermdata-versioning

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Prefectorchestrationusage-based + subscription + tieredFree tier

Orchestrate workflows with Prefect. Build AI applications with Horizon. Open-source foundations, production-ready platforms.

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Scale AIdata-labeling

Scale delivers proven data, evaluations, and outcomes to AI labs, governments, and the Fortune 500.

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Comet ML

Comet provides an end-to-end model evaluation platform for AI developers, with best-in-class LLM evaluations, experiment tracking, and production moni

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Metaflowtiered

Build and manage real-life ML, AI, and data science projects with Metaflow.

9,976

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Unslothfine-tuningtiered

Unsloth is an open-source, no-code web UI for training, running and exporting open models in one unified local interface.

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Predibasefine-tuningtiered

Rubrik delivers the enterprise control layer for AI agents. Monitor agent actions, govern agent behavior, and rewind agent mistakes with confidence wi

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Laminifine-tuning

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Axolotlfine-tuningtiered

Axolotl is an Open Source tool to make fine-tuning AI models friendly, fast and fun - without sacrificing functionality or scale.

11,556

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Flyteorchestrationtiered

Dynamic, resilient AI orchestration. 80M+ downloads.

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