Leaderboards

Expert-Driven Private Evaluations

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.

Private Datasets

Scale’s proprietary, private evaluation datasets can’t be gamed, ensuring unbiased and uncontaminated results.

Evolving Competition

We periodically update leaderboards with new datasets and models, fostering a dynamic, contest-like environment.

Expert Evaluations

Our evaluations are performed by thoroughly vetted experts using domain specific methodologies, ensuring the highest quality and credibility.

Learn more about our LLM evaluation methodology

Deprecated (as of January 2025)

Instruction Following

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Deprecated (as of January 2025)

Adversarial Robustness

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Deprecated (as of January 2025)

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.

Leaderboards

Expert-Driven Private Evaluations

Private Datasets

Evolving Competition

Expert Evaluations

MultiChallenge

Humanity's Last Exam

Visual-Language Understanding

Chinese

Arabic

Korean

Japanese

Spanish

Agentic Tool Use (Enterprise)

Agentic Tool Use (Chat)

Coding

Math

Instruction Following

Adversarial Robustness