OfficeQA
Progress Over Time
Interactive timeline showing model performance evolution on OfficeQA
OfficeQA Leaderboard
| Context | Cost | License | ||||
|---|---|---|---|---|---|---|
| 1 |  Anthropic | — | 1.0M | $4.00 / $20.00 | ||
| 2 | Anthropic | — | 1.0M | $2.00 / $10.00 | ||
| 3 | Anthropic | — | 1.0M | $0.10 / $0.50 |
What is OfficeQA?
OfficeQA is a Databricks public benchmark that evaluates end-to-end grounded reasoning over a large corpus of historical U.S. Treasury Bulletin documents. Models must locate relevant tables across the corpus and perform precise numerical reasoning over them.
OfficeQA is a text benchmark evaluating models on reasoning, general, and agents tasks. LLM Stats tracks 3 models on this benchmark, scored on a 0–1 scale. The current average is 0.8, with the leader at 0.8.
Compare leaders on the best AI for reasoning, best AI for general and best AI for agents leaderboards.
Current leaders
Claude Opus 5.5 from Anthropic currently leads the OfficeQA leaderboard with a score of 0.789 across 3 evaluated AI models.
FAQ
Common questions about the OfficeQA benchmark and leaderboard.