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SPECIFICTION
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AgentBench vs RAGChecker

AgentBench

github.com

RAGChecker

github.com

Side by side

FigureAgentBenchRAGChecker
Price from—Free
Free plan—Yes
Free trial——
Open source——
LinuxYes—
APIYes—
Self-hostedYesYes
Plans published01
Spec score · LLM Evaluation Tools7.8 (#10)7.1 (#24)
LicenseThe repository is licensed under Apache License 2.0.The project is licensed under Apache-2.0.
Model setupThe original quick start configures an OpenAI API key and gives gpt-3.5-turbo-0613 as its example agent.The example pipeline uses configurable extractor and checker models and documents an AWS Bedrock Llama 3 70B example.
PurposeAgentBench is a benchmark for evaluating the reasoning and decision-making abilities of LLMs acting as agents.RAGChecker is an automatic evaluation framework for assessing and diagnosing retrieval-augmented generation systems.

Plans

AgentBench

No plans published.

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RAGChecker

  • RAGCheckerFree

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In their own words

AgentBench

AgentBench has no write-up on Specifiction yet; its figures are above.

Visit github.com

RAGChecker

RAGChecker has no write-up on Specifiction yet; its figures are above.

Visit github.com