AI benchmarks and leaderboards are different things
Learn the difference between a benchmark, an evaluation run and a leaderboard, and use each to answer the right question.
LLM Stats
OfficeQA Pro
OfficeQA Pro evaluates AI models on professional knowledge-work questions and tasks drawn from real office workflows, including document analysis, spreadsheet reasoning, and information synthesis across business domains.
Evaluation context and evidence
- Source
- LLM Stats
- Publisher
- Not recorded
- Benchmark release
- Not recorded
- Collected
- 2026-08-17
- Modality
- text
These are source-reported observations, not independent reruns by this site. Check the task version, evaluation protocol, unit and reporting date before comparing models. Results from different setups are not a universal ranking.
Original sources
Reported results 7
Shown in source observation order, not ranked. Dates retain the precision provided by the source.
| Model | Value | Unit | Protocol | Reported date and basis | Source |
|---|---|---|---|---|---|
| Seed 2.1 Pro | 0.722 | Not recorded | Not recorded | 2026-06-24 · model_announcement | LLM Stats |
| Seed 2.1 Turbo | 0.711 | Not recorded | Not recorded | 2026-06-24 · model_announcement | LLM Stats |
| Claude Opus 4.8 | 0.662 | Not recorded | Not recorded | 2026-05-28 · model_announcement | LLM Stats |
| Kimi K3 | 0.633 | Not recorded | Not recorded | 2026-07-16 · model_announcement | LLM Stats |
| Claude Sonnet 5 | 0.594 | Not recorded | Not recorded | 2026-06-30 · model_announcement | LLM Stats |
| GPT-5.5 | 0.541 | Not recorded | Not recorded | 2026-04-23 · model_announcement | LLM Stats |
| MiniMax M3 | 0.451 | Not recorded | Not recorded | 2026-06-01 · model_announcement | LLM Stats |