I need to evaluate the quality of my RAG system's answers. What's the best LLM evaluation framework for RAG?

Total mentions

234

Unique brands

Avg brands/response

7.8

Top domain

braintrust.dev

Top brand

Ragas

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Prompt visibility

Prompt visibility score combining mention rate and average position - 0-100 scale.

Top brand - Visibility score

Ragas100.0%

DeepEval33.6%

LangSmith20.6%

Responses

Counts only on free plans

Total responses

Total mentions

234

Total citations

510

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The problem is, our LLM responses are inconsistent. What's the best tool for evaluating and scoring LLM output quality?My problem is that I don't have good evaluation data. What's the best platform that uses an LLM-as-a-judge for evaluation?We cannot assess the factual accuracy of our LLM's outputs at scale. Who offers "LLM-as-a-judge" evaluation frameworks?We want to fine-tune a private LLM on our company's proprietary documents. What's the best enterprise-grade RAG and fine-tuning platform?What’s the best reranker service to upgrade RAG answer quality?My goal is to understand why my RAG system picked certain documents. What's the best tool for visualizing retrieval scores and relevance?

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Total mentions

234

Unique brands

Avg brands/response

7.8

Top domain

braintrust.dev

Top brand

Ragas

See the full picture

Full brand & citation dataResponse trends over timeTrack your brand's ranking

Prompt visibility

Prompt visibility score combining mention rate and average position - 0-100 scale.

Top brand - Visibility score

Ragas100.0%

DeepEval33.6%

LangSmith20.6%

Responses

Counts only on free plans

Total responses

Total mentions

234

Total citations

510

Related prompts

Other prompts with similar intent

Top brand - Mention rate

Ragas100.0%

DeepEval100.0%

LangSmith100.0%

TruLens66.7%

Arize Phoenix66.7%

Top brand - Avg. position

Ragas1.0

DeepEval4.3

Arize Phoenix4.3

LangSmith5.0

TruLens5.3

Top cited URLs

braintrust.dev

4.8%

docs.anyscale.com

4.5%

walseisarel.medium.com

3.3%

zenml.io

3.0%

docs.raga.ai

2.8%