Top 9 HELM alternatives

Comparable LLM Evaluation AI agents, ranked by popularity. Not sold on HELM? These are the closest options worth a look.

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HELM

HELM (Holistic Evaluation of Language Models) is a comprehensive benchmarking framework designed to evaluate the performance of large language models (LLMs) across a wide range of tasks and scenarios. It provides standardized metrics and datasets to assess model capabilities, biases, and robustness, enabling systematic comparison of LLMs.

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Best HELM alternatives

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Giskard

OSS
LLM Evaluation

Giskard is an open-source library designed for testing and evaluating large language model (LLM) applications, with a fo...

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HELM vs Giskard →
2 HELM vs instruct-eval →
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LangSmith

LLM Evaluation

LangSmith is a platform integrated with the LangChain framework, designed for evaluating, monitoring, and collaborating ...

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HELM vs LangSmith →
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lighteval

OSS
LLM Evaluation

lighteval is a lightweight evaluation suite designed for Large Language Models (LLMs), providing efficient tools for ben...

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HELM vs lighteval →
5 HELM vs lm-evaluation-harness →
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MixEval

OSS
LLM Evaluation

MixEval is an open-source evaluation suite designed for benchmarking large language models (LLMs), supporting both open-...

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OLMO-eval

OSS
LLM Evaluation

OLMO-eval is an open-source toolkit designed for evaluating open language models (OLMs), providing standardized benchmar...

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Ragas

OSS
LLM Evaluation

Ragas is an open-source framework designed to evaluate Retrieval Augmented Generation (RAG) pipelines by providing metri...

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