ClearML alternatives
6 agents tools in the same lane as ClearML, ranked by editorial score.
KU
Kubeflow
Agents · Multi-framework (PyTorch, JAX, XGBoost, TensorFlow)
7.3
Open-source toolkit for running the full ML lifecycle on Kubernetes.
Free· Free and open source; commercial distributions and managed offerings priced separately by vendorsml-pipelinesdistributed-training
SE
Sematic
Agents
7.3
Open-source Python-first orchestrator for ML training pipelines from laptop to cloud.
Freemium· Open-source free; managed/enterprise tier on requestml-pipelinestraining-orchestration
SE
Seldon
Agents · Multi-model (bring your own)
7.3
Kubernetes-native MLOps platform for deploying and orchestrating ML and generative AI models in production.
Freemium· Basic: $10 · Pro: $20 · Enterprise: Contact salesmodel-servinginference-pipelines
NR
Neu.ro
Agents · Multi-model
7.1
Infrastructure-agnostic MLOps platform for the full ML/DL lifecycle across public, hybrid, and on-prem clouds.
Enterprise· Contact sales; no public pricingmlopsmodel-training
FL
Flyte
Agents · Multi-model
8.3
Open-source Python-native orchestration platform for AI, ML, and data workflows at production scale.
Freemium· OSS free; Union.ai commercial tier for enterpriseml-pipelinesagent-orchestration
DD
Domino Data Lab
Agents · Multi-model
7.2
Enterprise AI platform for building, deploying, and governing models and agents at scale.
Enterprise· Domino Cloud: Contact sales · Premium: Contact sales · Enterprise: Contact salesenterprise mlopsagentic ai