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Leaderboards

Discover the SEAL LLM Leaderboards for precise and reliable LLM rankings, where leading large language models (LLMs) are evaluated using a rigorous methodology.

Developed by Scale’s Safety, Evaluations, and Alignment Lab (SEAL), these leaderboards utilize private datasets to guarantee fair and uncontaminated results. Regular updates ensure the leaderboard reflects the latest in AI advancements, making it an essential resource for understanding the performance and safety of top LLMs.

Frontier AI Evaluations

We conduct high-complexity evaluations to expose model failures, prevent benchmark saturation, and push model capabilities —while continuously evaluating the latest frontier models.

Scaling with Human Expertise

Humans design complex evaluations and define precise criteria to assess models, while LLMs scale evaluations—ensuring efficiency and alignment with human judgment.

Robust Datasets

Our leaderboards are built on carefully curated evaluation sets, combining private datasets to prevent overfitting and open-source datasets for broad benchmarking and comparability.

Learn more about our LLM evaluation methodology

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Humanity's Last Exam

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Challenging LLMs at the frontier of human knowledge

Humanity's Last Exam (Text Only)

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Models evaluated on text-only HLE questions

EnigmaEval

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Puzzle Solving

MultiChallenge

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Realistic multi-turn conversation

VISTA

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Visual Language Understanding

Agentic Tool Use (Enterprise)

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Agentic Tool Use (Chat)

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If you’d like to add your model to this leaderboard or a future version, please contact seal@scale.com. To ensure leaderboard integrity, we require that models can only be featured the FIRST TIME when an organization encounters the prompts.