Best Open Source Alternatives to Valohai

Compare the best free and open-source alternatives to Valohai — self-hosted and desktop replacements you fully control, ranked by GitHub stars, license and platform support.

Curated by open-source.store · Updated November 2026 · 3 alternatives

Valohai

Proprietary SaaS

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Valohai alternatives compared

Open-source alternatives to Valohai, compared by stars, license and platform
Tool		License	Platforms	Self-hosted
MLflow	28,660	Apache-2.0	LinuxDockerWeb	Yes	Nov 2026	Visit
DVC	15,957	Apache-2.0	LinuxmacOSWindows	No	Nov 2026	Visit
ClearML	6,929	Apache-2.0	LinuxDockerWeb	Yes	Nov 2026	Visit

Top open-source Valohai alternatives

MLflow28,660Apache-2.0

MLflow replaces Weights & Biases with a self-hosted platform for ML experiment tracking, model registry governance, and agent observability.

LinuxDockerWeb

vs Valohai: a free, open-source option you fully control, licensed Apache-2.0.

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DVC15,957Apache-2.0

DVC replaces proprietary MLOps platforms like Domino Data Lab with a Git-based CLI for versioning datasets, tracking pipelines, and managing experiments.

LinuxmacOSWindows

vs Valohai: a free, open-source option you fully control, licensed Apache-2.0.

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ClearML6,929Apache-2.0

ClearML is an open-source MLOps platform replacing ClearML Pro and Weights & Biases with self-hosted experiment tracking and GPU compute orchestration.

LinuxDockerWeb

vs Valohai: a free, open-source option you fully control, licensed Apache-2.0.

Visit Details

Best Open Source Alternatives to Valohai

Valohai

Valohai alternatives compared

Top open-source Valohai alternatives

The modern standard for Protobuf workflows

Mentoring for backend developers. Consulting for startups.