The AI Productivity Index (APEX)
Not on the map. Why?
Abstract (arXiv)
We present an extended version of the AI Productivity Index (APEX-v1-extended), a benchmark for assessing whether frontier models are capable of performing economically valuable tasks in four jobs: investment banking associate, management consultant, big law associate, and primary care physician (MD). This technical report details the extensions to APEX-v1, including an increase in the held-out evaluation set from n = 50 to n = 100 cases per job (n = 400 total) and updates to the grading methodology. We present a new leaderboard, where GPT5 (Thinking = High) remains the top performing model with a score of 67.0%. APEX-v1-extended shows that frontier models still have substantial limitations when performing typical professional tasks. To support further research, we are open sourcing n = 25 non-benchmark example cases per role (n = 100 total) along with our evaluation harness.
Key facts. Cited by 9 papers in the map (data through 7 Oct 2026). Builds on 1 of its 8 references that are in the map. First posted on arXiv 30 Sep 2025.
Builds on
1 of 8 references.
References · 1
Built on by
Citing papers per year: 2025: 3; 2026: 6.
9 papers.
- 2025PRBench: Large-Scale Expert Rubrics for Evaluating High-Stakes Professional Reasoningcited by 29
- 2026APEX-Agentscited by 29
- 2025Remote Labor Index: Measuring AI Automation of Remote Workcited by 18
- 2026BigFinanceBench: A Workflow-Grounded Benchmark for Financial-Research Agentscited by 6
- 2025UpBench: A Dynamically Evolving Real-World Labor-Market Agentic Benchmark Framework Built for Human-Centric AIcited by 2
- 2026CollabSkill: Evaluating Human-Agent Collaboration On Real-World Taskscited by 1
- 2026OmegaUse-OfficeVal: Benchmarking LLM Agents on Long-Horizon Office-Suite Tasks with Economic Groundingcited by 1
- 2026KWBench: Measuring Unprompted Problem Recognition in Knowledge Workcited by 0
- 2026DAYJOB: A Benchmark for Long-Horizon Professional Workcited by 0
- 2026DAYJOB: A Benchmark for Long-Horizon Professional Work1 Oct 2026
- 2026OmegaUse-OfficeVal: Benchmarking LLM Agents on Long-Horizon Office-Suite Tasks with Economic Grounding29 Jul 2026
- 2026BigFinanceBench: A Workflow-Grounded Benchmark for Financial-Research Agents2 Jun 2026
- 2026CollabSkill: Evaluating Human-Agent Collaboration On Real-World Tasks20 Apr 2026
- 2026KWBench: Measuring Unprompted Problem Recognition in Knowledge Work17 Apr 2026
- 2026APEX-Agents20 Jan 2026
- 2025UpBench: A Dynamically Evolving Real-World Labor-Market Agentic Benchmark Framework Built for Human-Centric AI15 Nov 2025
- 2025PRBench: Large-Scale Expert Rubrics for Evaluating High-Stakes Professional Reasoning14 Nov 2025
- 2025Remote Labor Index: Measuring AI Automation of Remote Work30 Oct 2025