RiemannBench with tools (RiemannBench (tools))
We show this table for reference; we do not rank on it.
Research-level mathematics problems with unique programmatically verified closed-form answers and tool access.
Benchmark score on RiemannBench (tools) — September 27, 2026
We compile the RiemannBench (tools) rows from provider self-reports. Claude Opus 5 leads the table at 79.0%. We do not use these results to rank models overall.
1 modelMathematicsCurrentDisplay onlyUpdated September 27, 2026
Benchmark score table (1 model)
ScoreAbout RiemannBench (tools)
Year
2026
Tasks
25 private research-level mathematics problems
Format
Accuracy with tools
Difficulty
Research mathematics
Section 8.7 reports the mean over four max-effort attempts on a corrected private 25-problem setup with tools.
Freshness and provenance
Version
RiemannBench (tools) 2026
Refresh cadence
Quarterly
Staleness state
Current
Question availability
Public benchmark set
BenchLM uses freshness metadata to decide whether a benchmark should still be treated as a strong differentiator, a benchmark to watch, or a display-only reference. For the full scoring policy, see the BenchLM methodology page.
Questions
What does RiemannBench (tools) measure?
Research-level mathematics problems with unique programmatically verified closed-form answers and tool access.
Which model scores highest on RiemannBench (tools)?
Claude Opus 5 by Anthropic currently leads with a score of 79.0% on RiemannBench (tools).
How many models are evaluated on RiemannBench (tools)?
1 AI models have been evaluated on RiemannBench (tools) on BenchLM.
Know when it’s worth switching models
The model to choose, the cheaper alternative, and the release we would wait on.
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