Chassis alternatives
6 agents tools in the same lane as Chassis, 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
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
JS
Jina Serve
Agents · StableLM
7.0
Open-source Python framework for serving multimodal AI models as scalable gRPC/HTTP microservices.
Freemium· Basic: $10 · Pro: $20 · Enterprise: Contact salesmodel-servingmultimodal-pipelines
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
LS
LM Studio
Agents · Multi-model (gpt-oss, Qwen3, Gemma, DeepSeek-R1, Llama, others)
8.3
Desktop app for discovering, downloading, and running open-weight LLMs locally with an OpenAI-compatible server.
Freemium· Free: $0local-llm-inferenceprivate-chat