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ArXivMath (with tools)

Progress Over Time

Interactive timeline showing model performance evolution on ArXivMath (with tools)

State-of-the-art frontier
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ArXivMath (with tools) Leaderboard

1 models
ContextCostLicense
1—1.0M$2.00 / $10.00
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About this benchmark

What is ArXivMath (with tools)?

ArXivMath final-answer accuracy with a code-execution sandbox (no internet), distinct from the without-tools setting.

ArXivMath (with tools) is a text benchmark evaluating models on math and reasoning tasks. LLM Stats tracks 1 models on this benchmark, scored on a 0–1 scale. The current average is 1.0, with the leader at 1.0.

Compare leaders on the best AI for math and best AI for reasoning leaderboards.

Current leaders

Claude Sonnet 5.5 from Anthropic currently leads the ArXivMath (with tools) leaderboard with a score of 0.952 across 1 evaluated AI models.

1Claude Sonnet 5.5Anthropic95.2%

FAQ

Common questions about the ArXivMath (with tools) benchmark and leaderboard.

What is the ArXivMath (with tools) benchmark?

ArXivMath final-answer accuracy with a code-execution sandbox (no internet), distinct from the without-tools setting.

What is the ArXivMath (with tools) leaderboard?

The ArXivMath (with tools) leaderboard ranks 1 AI models based on their performance on this benchmark. Currently, Claude Sonnet 5.5 by Anthropic leads with a score of 0.952. The average score across all models is 0.952.

What is the highest ArXivMath (with tools) score?

The highest ArXivMath (with tools) score is 0.952, achieved by Claude Sonnet 5.5 from Anthropic.

How many models are evaluated on ArXivMath (with tools)?

1 models have been evaluated on the ArXivMath (with tools) benchmark, with 0 verified results and 1 self-reported results.

What categories does ArXivMath (with tools) cover?

ArXivMath (with tools) is categorized under math and reasoning. The benchmark evaluates text models.

What's the difference between ArXivMath (with tools) and ArXivMath?

ArXivMath (with tools) is a variant of ArXivMath. See the ArXivMath leaderboard for the broader benchmark and per-model comparison.

Which model offers the best value on ArXivMath (with tools)?

Among models scoring within 10% of the leader, Claude Sonnet 5.5 from Anthropic is the cheapest, at $2.00 per million input tokens with a score of 0.952.

How recent are the ArXivMath (with tools) leaderboard results?

The ArXivMath (with tools) leaderboard was last updated in October 2026 and currently includes 1 evaluated models.