Amazon SageMaker alternatives
6 agents tools in the same lane as Amazon SageMaker, ranked by editorial score.
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
AB
AWS Bedrock
Agents · Multi-model: Anthropic Claude, Meta Llama, Mistral, Cohere, AI21, Amazon Nova/Titan, DeepSeek, Stability, OpenAI GPT
8.6
Build and scale generative AI applications with foundation models
Paid· Standard: Contact sales · Flex: Contact sales · Priority: Contact sales · Reserved: Contact salesEnterprise RAG chatbot over private documentsMulti-step tool-using agents via AgentCore
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
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
GA
Guild AI
Agents · Multi-model (bring your own)
6.9
Control plane for deploying, governing, and auditing AI agents in production.
Freemium· Free: $0 · Individual: $20 · Team: $200 · Enterprise: Contact usagent deploymentagent governance
MI
MindStudio
Agents · Multi-model
6.9
No-code platform for building and deploying AI agents across 200+ models without juggling API keys.
Freemium· Free: $0 · Individual: $20agent-buildingworkflow-automation