
Braintrust
7.7#3 in llm evaluation toolsFrom $249 a monthFree planWebAPISelf-hosted
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| Fact | Braintrust | Ragas |
|---|---|---|
| Integrations | Braintrust describes its product as framework agnostic and lists native SDKs for Python, TypeScript, Go, Ruby, C#, and more. | The documentation lists integrations with Arize, LangSmith, Amazon Bedrock, Google Gemini, OCI Gen AI, LangChain, LangGraph, LlamaIndex, and other frameworks. |
| Product | Braintrust describes itself as an active observability platform for AI agents that helps teams inspect production behavior and improve agent quality. | Ragas is a library for systematically evaluating large language model applications. |
| Security | Braintrust states that it is SOC 2 Type II certified and GDPR and HIPAA compliant, and offers SSO, RBAC, and hybrid deployment options. | The opened product and documentation pages did not state security certifications or compliance details. |
| Support | The pricing page lists community support, priority support, and shared Slack channel support across its plans. | The Ragas site directs users with questions to its Discord questions chatroom and gives an email for enterprise features and collaborations. |
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Braintrust is for teams running AI agents in production, from early-stage projects to enterprise operations. It suits teams that need to examine traces, evaluate outputs, and refine prompts or models.
Ragas suits developers and teams evaluating AI applications, especially RAG, agents, SQL, and similar workflows. It fits users comfortable installing and running a self-hosted Python package.