All benchmarks

GDPval-Rubrics

Progress Over Time

Interactive timeline showing model performance evolution on GDPval-Rubrics

State-of-the-art frontier
Open
Proprietary

GDPval-Rubrics Leaderboard

1 models
ContextCostLicense
1
MiniMax
MiniMax M3
MiniMax
—1.0M$0.30 / $1.20
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About this benchmark

What is GDPval-Rubrics?

GDPval-Rubrics evaluates AI model performance on economically valuable knowledge work tasks drawn from the public GDPval dataset. It uses pointwise scoring based on public rubrics, with the environment aligned to the GDPval-AA scaffolding.

GDPval-Rubrics is a text benchmark evaluating models on legal, reasoning, finance, general, and agents tasks. LLM Stats tracks 1 models on this benchmark, scored on a 0–1 scale. The current average is 0.7, with the leader at 0.7.

Compare leaders on the best AI for legal, best AI for reasoning, best AI for finance, best AI for general and best AI for agents leaderboards.

Current leaders

MiniMax M3 from MiniMax currently leads the GDPval-Rubrics leaderboard with a score of 0.748 across 1 evaluated AI models.

1MiniMax M3MiniMax74.8%

FAQ

Common questions about the GDPval-Rubrics benchmark and leaderboard.

What is the GDPval-Rubrics benchmark?

GDPval-Rubrics evaluates AI model performance on economically valuable knowledge work tasks drawn from the public GDPval dataset. It uses pointwise scoring based on public rubrics, with the environment aligned to the GDPval-AA scaffolding.

What is the GDPval-Rubrics leaderboard?

The GDPval-Rubrics leaderboard ranks 1 AI models based on their performance on this benchmark. Currently, MiniMax M3 by MiniMax leads with a score of 0.748. The average score across all models is 0.748.

What is the highest GDPval-Rubrics score?

The highest GDPval-Rubrics score is 0.748, achieved by MiniMax M3 from MiniMax.

How many models are evaluated on GDPval-Rubrics?

1 models have been evaluated on the GDPval-Rubrics benchmark, with 0 verified results and 1 self-reported results.

What categories does GDPval-Rubrics cover?

GDPval-Rubrics is categorized under legal, reasoning, finance, general, and agents. The benchmark evaluates text models.

What is the best open-source model on GDPval-Rubrics?

MiniMax M3 by MiniMax is the top-ranked open-source model on GDPval-Rubrics, with a score of 0.748 (rank #1).

Which model offers the best value on GDPval-Rubrics?

Among models scoring within 10% of the leader, MiniMax M3 from MiniMax is the cheapest, at $0.30 per million input tokens with a score of 0.748.

How recent are the GDPval-Rubrics leaderboard results?

The GDPval-Rubrics leaderboard was last updated in July 2026 and currently includes 1 evaluated models.