APEX-Agents · Investment Banking

World225_RL_Task01

4/4Pass

APEX-Agents task World225_RL_Task01 in AI Agents for Tax Due Diligence. Compare dual-harness agent runs across models — rubric criteria, scores, and public traces.

AI Agents for Tax Due DiligenceInvestment Banking World 225Dual harnessGrader: rubric

Task IDtask_baf778f717af41a880538e1f85bdde12

WorldInvestment Banking World 225

Expected outputedit_existing_sheet

Published runs4 models · dual config

Task prompt

What the agent was asked to do

In the existing sheet for the REIT model, create a sensitivity table for 2029E Net Income. Show Revenue Growth Step-up at 50 basis points and 100 basis points. Show EBITDA Margin Step-up at 20 basis points and 40 basis points. Round all final numbers to the nearest million. To calculate the correct values, assume that revenue growth in 2025E starts at 8.0% and increases by the same amount every year of the projection period, referred to as the "Revenue Growth Step-up". Assume that EBITDA Margin % starts at 44.0% and increases by the same amount every year of the projection period, referred to as the "EBITDA Margin Step-up".

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	4/4	Pass	Share page Public trace
Gemini 3.1 Pro	dual	0/4	Fail	Share page Public trace
GPT-5.4 mini	dual	4/4	Pass	Share page Public trace
GPT-5.4 nano	dual	0/4	Fail	Share page Public trace

Grading rubric

Criteria and grader verdict (showcase run)

States 2029E Net Income in the scenario with 50 basis points of Revenue Growth Step-up and 20 basis points of EBITDA Margin step-up is 1,772 million
Pass
Evidence: TEXT_RESPONSE table shows row "20 bps" and column "50 bps Revenue Step-up" as "$1,772mm". Assessment: Criterion asks whether it states 2029E Net Income for 50 bps Revenue Growth Step-up and 20 bps EBITDA Margin Step-up is 1,772 million; pass because the stated value matches exactly.
States 2029E Net Income in the scenario with 100 basis points of Revenue Growth Step-up and 20 basis points of EBITDA Margin step-up is 1,887 million
Pass
Evidence: TEXT_RESPONSE table shows row "20 bps" and column "100 bps Revenue Step-up" as "$1,887mm". Assessment: Criterion asks whether it states 2029E Net Income for 100 bps Revenue Growth Step-up and 20 bps EBITDA Margin Step-up is 1,887 million; pass because the stated value matches exactly.
States 2029E Net Income in the scenario with 50 basis points of Revenue Growth Step-up and 40 basis points of EBITDA Margin step-up is 1,817 million
Pass
Evidence: TEXT_RESPONSE table shows row "40 bps" and column "50 bps Revenue Step-up" as "$1,817mm". Assessment: Criterion asks whether it states 2029E Net Income for 50 bps Revenue Growth Step-up and 40 bps EBITDA Margin Step-up is 1,817 million; pass because the stated value matches exactly.
States 2029E Net Income in the scenario with 100 basis points of Revenue Growth Step-up and 40 basis points of EBITDA Margin step-up is 1,933 million
Pass
Evidence: TEXT_RESPONSE table shows row "40 bps" and column "100 bps Revenue Step-up" as "$1,933mm". Assessment: Criterion asks whether it states 2029E Net Income for 100 bps Revenue Growth Step-up and 40 bps EBITDA Margin Step-up is 1,933 million; pass because the stated value matches exactly.