SOP-Bench
Agents follow expert-written standard operating procedures across 12 industrial domains, using executable tool interfaces over more than 2,000 tasks with 10 to 50 decision points.
Repo opened in February 2026 and the blog post followed on August 21st, 2026. The repo reports 11 frontier models.
- Made by
- Amazon
- Released
- February 2026
- Kind
- Running a business
- Level
- Expert
- Scored
- Checked automatically
- Answers
- Agent task
- Tasks
- All public
No scores here yet
No lab, leaderboard or Epoch AI run has reported a score for SOP-Bench yet.
No lab model card reports it yet
We read the headline results of 522 launch posts from 52 labs, and none of them list this benchmark.
More in Economic work
- JobBench In use 130 tasks from 35 occupations workers most want delegated. Agent works through messy reference files, graded by fact-anchored binary rubrics. GLM-5.3 61.4%
- GDPval In use Real work tasks from 44 occupations with reference files. Experts blindly compare model deliverables with expert work. Metric is win-or-tie rate.
Seed2.1 Pro 87.9% - GDPval-AA v2.1 In use Agents with shell and web access complete 220 GDPval gold tasks from 44 occupations. Blind pairwise comparisons give Elo ratings. Claude Opus 5.5 1,846
- AA-Briefcase v1.1 In use Version 1.1 of Artificial Analysis's multi-hour office work evaluation, with Elo ratings fitted by Crowd-BT. Claude Opus 5.5 1,822
- CoWorkBench In use Agent completes long-horizon productivity tasks across computer science, finance, law and medicine. Qwen in-house scoring (method unpublished). Claude Fable 5 75.9%
- OfficeQA In use Grounded reasoning over a large corpus of U.S. Treasury Bulletin documents: locate tables and compute precise numeric answers. Claude Opus 4.7 86.3%