Top 11 ai engineering · evals that work with Llamaindex
Galileo is the highest-ranked provider in the Top 11 The 11 Best LLM Evaluation Platforms (2026) that integrates with Llamaindex.
Why this answer
Filtered to entries that publicly document a Llamaindex integration. We do not include "API available" as proof of integration — there has to be a named connector or first-class workflow.
Showing all 4 matches. Top 11 publishes whatever the data supports — we don’t pad lists. See the full ranked The 11 Best LLM Evaluation Platforms (2026).
#1Galileo(rank #1 in The 11 Best LLM Evaluation Platforms (2026))
9.3/9.4The best platform for production RAG, offering powerful, real-time hallucination detection and deep system insights.
Full Galileo review · Compare: Galileo vs LangSmith · Alternatives
#2LangSmith(rank #2 in The 11 Best LLM Evaluation Platforms (2026))
9.1/9.4The essential debugging and evaluation tool for anyone building with the LangChain framework.
#3UpTrain(rank #6 in The 11 Best LLM Evaluation Platforms (2026))
8.2/9.4Offers a flexible path from a powerful open-source library to a managed cloud platform.
#4Ragas(rank #11 in The 11 Best LLM Evaluation Platforms (2026))
7.1/9.4The leading open-source framework for RAG evaluation, offering powerful metrics for teams building their own infrastructure.
Methodology: /methodology · No paid placement ever · Verified .