Seldon alternatives
6 agents tools in the same lane as Seldon, 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
BE
BentoML
Agents · Multi-model
8.2
Open-source framework and managed platform for serving and scaling AI models in production.
Freemium· OSS free (Apache 2.0); managed Bento cloud has free tier + usage-based pricingmodel-servingllm-inference
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
TR
TrueFoundry
Agents · Multi-model
6.9
Enterprise control plane for deploying, governing, and scaling agentic AI on your own infrastructure.
Enterprise· Developer: $0 · Pro*: $499 · Pro Plus: $2999 · Enterprise: Customagent-deploymentllm-serving
CL
ClearML
Agents · Model-agnostic
8.3
End-to-end MLOps and GenAI platform with open-source experiment tracking and enterprise GPU orchestration.
Freemium· Community: $0 · Pro: $15 Per User/Month + Usage · Scale: Custom Quote · Enterprise: Request a Quoteexperiment-trackinggpu-orchestration
IG
Iguazio
Agents · Multi-model
7.1
Enterprise MLOps and GenAI platform for taking models from notebook to production at scale.
Enterprise· Contact sales; free trial availablemlopsllm-fine-tuning