Multimodal & Grounded benchmark
OfficeQA leaderboard
Every model the catalog carries a published OfficeQA value for, ranked by that value.
CategoryMultimodal & Grounded
MeasureAgentic grounded QA accuracy
TasksHistorical Treasury Bulletin questions
DifficultyProfessional document reasoning
Published byClaude Opus 5 System Card
Grounded numerical reasoning over a corpus of historical U.S. Treasury Bulletin documents.
OfficeQA ranking
1 model with a published OfficeQA value, ordered by that value, highest first. Models the source has not scored on this benchmark are not listed — they are unmeasured, not last.
| Rank | Model | Provider | Agentic grounded QA accuracy |
|---|---|---|---|
| 1 |  Claude Opus 5 | Anthropic | 78.1 |
Evidence key: Observed
Rows are ordered by the value Claude Opus 5 System Card published, highest first. The source does not state whether a higher value is the better result, so this page does not either: for a benchmark that measures a rate of failure, read the table from the bottom.