The Public Standard for
Real World AI Performance

A single measure of AI's potential economic impact — agentic model performance across finance, coding, and legal tasks, weighted by each sector's share of U.S. GDP.

Can a model do the research that builds the next model? Autonomous AI research scored against human records.

Comparing native provider search against independent web-search tools on legal-research and finance-analysis tasks

Evaluating agents on legal research tasks across diverse areas of US law

Tests an agent's ability to complete legal work using documents, spreadsheets, presentations, and file-system tools.

Evaluating language models on a wide range of open source legal reasoning tasks.

Evaluating agents on core financial analyst tasks

Evaluating agents on Excel-based financial modeling tasks

Evaluating reading and understanding tax certificates as images

A Vals-created set of questions and responses to tax questions

Can models support the medical billing process?

Can models support doctors with their administrative work?

Can models write math proofs that are formally verified?

Graduate-level Google-Proof Q&A benchmark evaluating models on questions that require deep reasoning.

Academic multiple-choice benchmark covering 14 subjects including STEM, humanities, and social sciences.

Multimodal Multi-task Benchmark

Student Assessment with Generative Evaluation

Can models build web applications from scratch?

Can language models reimplement working programs in another language?

Can language models rebuild programs from scratch?

State-of-the-art set of difficult terminal-based tasks

Solving production software engineering tasks

How important are skills for agents?

International Olympiad in Informatics

Our Implementation of the LiveCodeBench benchmark

Can AI agents find security bugs and patch them?

Can AI agents work out what a real-world binary does without its source code?

Can an AI agent build and run a space program in Kerbal Space Program?

Which model can make the most money playing poker?

Can AI help people navigate SNAP benefits?