APEX-Agents · Management Consulting

SP Task 03 World 129

2/2Pass

APEX-Agents task SP Task 03 World 129 in AI Agents for M&A Legal Due Diligence. Compare dual-harness agent runs across models — rubric criteria, scores, and public traces.

AI Agents for M&A Legal Due DiligenceManagement Consulting World 129Dual harnessGrader: rubric

Task IDtask_aac22560bcdc434eb7942bce0631d8bb

WorldManagement Consulting World 129

Expected outputmessage_in_console

Published runs5 models · dual config

Task prompt

What the agent was asked to do

Can you use the files on Deal Win Rate Target and the transaction history in Brightpath Deal Transactions to determine the Implied Deal Volume required to reach the Expansion target share of revenue for the 'Upper Mid-Market' segment? Apply the target expansion share from the Target Revenue Mix Strategy to the segment's total realized revenue in the deal transactions dataset (from "Won" deals only), to get the specific number of deals the sales team must close, based on the actual average size of an Upper Mid-Market Won expansion deal. Also, calculate the Required Pipeline Capacity for the 'Europe - Enterprise' sector, assuming the target ARR is equal to the sum of all "Won" deals in the Enterprise segment in Europe in the dataset, and assuming the sales team achieves the Target Win Rate for Europe Enterprise deals. Round numeric outputs to the nearest whole number and round currency outputs to the nearest dollar. Return your findings as a message to me here.

Published trajectories

Agent runs on this task

Curated dual-harness runs (parsed + original sandbox). Best scored run per model.

Model	Harness	Score	Result	Links
GPT-5.5showcase	dual	2/2	Pass	Share page Public trace
Gemini 3.1 Pro	dual	2/2	Pass	Share page Public trace
GPT-5.4	dual	2/2	Pass	Share page Public trace
GPT-5.4 mini	dual	2/2	Pass	Share page Public trace
GPT-5.4 nano	dual	2/2	Pass	Share page Public trace

Grading rubric

Criteria and grader verdict (showcase run)

States that 222 deals are required to reach the Expansion target share of revenue for the Upper Mid-Market segment
Pass
Evidence: TEXT_RESPONSE table states “**Implied Deal Volume required** | **222 deals**” and calculation notes say “rounded to **222 deals**.” Assessment: The criterion asks whether it states that 222 deals are required for Upper Mid-Market Expansion target share; pass because the response explicitly states this.
States that Required Pipeline Capacity for the 'Europe - Enterprise' sector is $64,500,569
Pass
Evidence: TEXT_RESPONSE table states “**Required Pipeline Capacity** | **$64,500,569**” and notes calculate “$18,705,165 / 29.0% = $64,500,568.97, rounded to **$64,500,569**.” Assessment: The criterion asks whether it states Required Pipeline Capacity for Europe - Enterprise is $64,500,569; pass because the response explicitly states that value.