ModelsAgree

AI ranking change · 2026-07-12

LangSmith overtakes Braintrust as Gemini's #1 pick

for llm evaluation tool

BraintrustLangSmith

On 2026-07-12, Gemini changed its #1 recommendation for best llm evaluation tool — dropping Braintrust from the top spot in favor of LangSmith. The previous #1 had held since 2026-07-12.

Industry-leading tracing and debugging for complex agentic workflows, seamless integration with LangGraph, and a great UI for collaborative prompt playgrounds and human-in-the-loop annotations.Gemini

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