Instead of ClearML
ClearML alternatives
ClearML spans experiment tracking, model development, and compute management. Its development environment supports training, testing, and deploying models, with monitoring, pipelines, a model repository, and CI/CD integration. The Infrastructure Control Plane manages GPU resources across on-premises, cloud, and hybrid setups, while the GenAI App Engine deploys LLMs on clusters with access controls and monitoring. A free Community plan is available; Pro starts at $15 per user per month, with Scale and Enterprise available by custom quote.
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Comet
Free plan APILinuxMac+3Teams combining MLOps tracking with LLM observability — Comet pairs experiment tracking and model monitoring with Opik tracing and evaluation for LLM applications and agents.
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Weights & Biases
Free plan AndroidAPIiPhone+5AI teams needing experiment tracking, agent observability, and governance — Weights & Biases adds agent tracing and evaluations, plus a registry with lineage, governance, and access control.
Free plan · paid from $60/mo · 30-day trial Visit site - 3
MLRun
Free plan APILinuxMac+3Teams automating ML and GenAI lifecycles with a feature store — MLRun automates ML and LLM preparation through optimization and adds a feature store for collecting, serving, and monitoring data features.
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TensorBoard
Free plan APILinuxMac+3TensorFlow users focused on training visualization and profiling — TensorBoard focuses on TensorFlow visualization and profiling, including graphs, metric distributions, images, audio, text, and embeddings.
Free plan Visit site - 5
Trackio
Free plan APILinuxMac+3Python teams wanting free experiment logging with rich media — Trackio is a free Python tracking library with local or hosted logs, rich media support, and an API compatible with wandb calls.
Free plan Visit site - 6
ZenML
Free plan APILinuxMac+3Python teams orchestrating pipelines across varied infrastructure — ZenML runs Python pipelines across Kubernetes, cloud ML services, or laptops and keeps data, artifacts, and compute in customer infrastructure or a VPC.
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GitLab Package Registry
Free plan APILinuxSelf-hosted+1Projects publishing and sharing packages through GitLab CI/CD — GitLab Package Registry publishes dependency packages across supported formats and integrates with GitLab CI/CD, rather than providing ClearML’s ML lifecycle tooling.
Free plan · paid from $29/user/mo (annual) · 30-day trial Visit site - 8
DagsHub
Free plan APILinuxMac+3 - 9
Hopsworks AI Lakehouse
Free plan APILinuxSelf-hosted+1 - 10
MLflow Model Registry
Free plan APILinuxSelf-hosted+1 - 11
Jozu Hub
Free plan APISelf-hostedWeb - 12
Polyaxon
Free plan APISelf-hostedWeb - 13
TrueFoundry AI Gateway
Free plan APILinuxSelf-hosted+1 - 14
Kubeflow Notebooks
Free plan Self-hostedWeb - 15
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DataRobot
Free trial APILinuxSelf-hosted+1 - 17
GitLab Model Registry
Free plan Web - 18
Red Hat OpenShift Pipelines
Free trial APILinuxSelf-hosted+1 - 19
C3 AI Demand Planning
Paid APISelf-hostedWeb - 20
Valohai
Free trial APILinuxSelf-hosted+1 - 21
JFrog ML
Free trial APISelf-hostedWeb - 22
W&B Registry
Free plan LinuxMacWeb+1 - 23
Deeploy
Paid APISelf-hostedWeb - 24
Vertex AI Vector Search
Free trial APIWeb5.5 Visit site - 25
ModelOp Center
Paid APISelf-hosted - 26
Radiant AI Cloud Model Registry
Paid APILinuxMac+25.2 Visit site - 27
Snowflake Feature Store
Paid APIWeb5.1 Visit site - 28
Azure Machine Learning
Paid Web5.0 Visit site
An alternative may be a better fit when your work centers on a specific task, such as visualizing TensorFlow runs, evaluating LLM applications, or publishing software packages. Those focused tools may not cover ClearML’s combination of GPU management, model serving, experiment tracking, and deployment options. Before switching, decide which of those functions your team needs to retain, then compare each alternative’s workflow, hosting choices, integrations, and price. A narrower product can reduce scope, but may leave other parts of your machine-learning lifecycle to separate tools.