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Amazon Bedrock Data Automation vs LangSmith

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LangSmith

8.0#1 in llm gateway software$39 usage-based
Free planWebAPILinuxmacOS
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What both publish

FactAmazon Bedrock Data AutomationLangSmith
DeploymentcloudDeployment provides managed or self-hosted agent servers with streaming, cron scheduling, authentication, MCP support and more than 30 API endpoints.
IntegrationsAmazon Bedrock Knowledge BasesDocumented integrations cover OpenAI, Anthropic, Bedrock, Gemini, Mistral, LiteLLM, OpenTelemetry, CrewAI, Vercel AI SDK, PydanticAI, AutoGen and many other frameworks and providers.

Amazon Bedrock Data Automation plans

  • Custom Output — images, up to 30 fields$0.01 a month
  • Custom Output — images, up to 30 fields$0.01, paid once
  • Custom Output — documents, up to 30 fields$0.04, paid once
  • Custom Output — documents, up to 30 fields$0.04 a month
  • Knowledge Bases integration — standard output$0.01, paid once
  • Knowledge Bases integration — standard output$0.01 a month

LangSmith plans

  • DeveloperFree
  • Plus$39 a month
  • EnterprisePriced on request

Pick Amazon Bedrock Data Automation if…

You want what its maker publishes above — check its page for the details.

Pick LangSmith if…

LangSmith suits teams building or operating AI agents that need evaluation, prompt workflows, and observability. It supports both hosted and self-hosted deployment options.

Charts they share