Multimodal & Grounded benchmark
OfficeQA Pro leaderboard
Every model the catalog carries a published OfficeQA Pro value for, ranked by that value.
CategoryMultimodal & Grounded
MeasureGrounded QA over office artifacts
TasksDocument and spreadsheet tasks
DifficultyEnterprise grounded reasoning
A benchmark for grounded reasoning over office-style documents, spreadsheets, charts, and business artifacts.
OfficeQA Pro ranking
10 models with a published OfficeQA Pro 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 | Grounded QA over office artifacts |
|---|---|---|---|
| 1 |  Claude Opus 5 | Anthropic | 66.9 |
| 2 | Claude Opus 4.8 | Anthropic | 66.2 |
| 2 |  Hy4 preview | Tencent | 66.2 |
| 4 |  Kimi K3 | Moonshot AI | 63.3 |
| 5 |  GLM-5.3-Flash | Z.AI | 62.4 |
| 6 | Claude Fable 5 | Anthropic | 57.9 |
| 7 |  GPT-5.5 | OpenAI | 54.1 |
| 8 | GPT-5.4 | OpenAI | 53.2 |
| 9 |  MiniMax M3 | MiniMax | 45.1 |
| 10 | Claude Opus 4.7 (Adaptive) | Anthropic | 43.6 |
Evidence key: Observed
Rows are ordered by the value OfficeQA Pro: An Enterprise Benchmark for End-to-End Grounded Reasoning 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.