BentoML alternatives
6 agents tools in the same lane as BentoML, ranked by editorial score.
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
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
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
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
BI
Bifrost
Agents · Multi-model (OpenAI, Anthropic, Bedrock, Vertex, 1000+ via providers)
7.3
Open-source AI gateway that unifies 1000+ models behind one OpenAI-compatible endpoint with failover, budgets, and MCP routing.
Freemium· Free Forever: Free · Enterprise: Contact salesllm-gatewaymulti-provider-routing
NE
Nexent
Agents · Multi-model (OpenAI-compatible: any LLM/Embedding/VLM/STT/TTS)
7.2
Open-source, zero-code platform for spinning up production-grade AI agents from a single natural-language prompt.
Free· Free, open-source (MIT); self-hosted infra + model API costs applymulti-agent-orchestrationzero-code-agents