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RAGAS vs DeepEval | The Brutal Truth About LLM Evaluation in 2026 Building a RAG pipeline is easy. Getting it into production without it hallucinating? That’s the hard part. In 2026, "it looks good to me" is no longer an evaluation strategy. Today, we’re putting the two biggest names in LLM evaluation—RAGAS and DeepEval—head-to-head. Which one should you use to benchmark your LLM application? We’re breaking down the latest updates, from RAGAS's new "Agentic Evals" to DeepEval’s "Confident AI" production suite