APEX-Agents · Investment Banking

World228_SM_Task02

0/5Fail

APEX-Agents task World228_SM_Task02 in AI Agents for FDA and Pharma Promotional Compliance. Compare dual-harness agent runs across models — rubric criteria, scores, and public traces.

AI Agents for FDA and Pharma Promotional ComplianceInvestment Banking World 228Dual harnessGrader: rubric

Task IDtask_3e2e533b49374381acf2056fe479e3ba

WorldInvestment Banking World 228

Expected outputmake_new_sheet

Published runs4 models · dual config

Task prompt

What the agent was asked to do

Create a new Spreadsheet for me. Please compute a new Adjusted EBITDA value for the following companies: West Pharmaceutical, Stevanato Group, Schlott Pharma, Berry Global, Aptar Group using the board presentation, by taking the peer group median EBITDA margin and the corresponding revenue values. Multiply the Adjusted EBITDA values by the peer group median EBITDA multiple to derive a new Enterprise Value for each company. Report back the values. Display all margins and multiples to one decimal place and revenues, Adjusted EBITDA, and EVs to the nearest whole number, expressed in $mm.

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	0/5	Fail	Share page Public trace
Gemini 3.1 Pro	dual	0/5	Fail	Share page Public trace
GPT-5.4 mini	dual	0/5	Fail	Share page Public trace
GPT-5.4 nano	dual	0/5	Fail	Share page Public trace

Grading rubric

Criteria and grader verdict (showcase run)

States the Adjusted Enterprise Value for West Pharmaceutical is $14,265 million
Fail
Evidence: <TEXT_RESPONSE> table states West Pharmaceutical Enterprise Value is "$14,337". Assessment: Criterion requires stating Adjusted Enterprise Value for West Pharmaceutical is $14,265 million; the stated value differs, so fail.
States the Adjusted Enterprise Value for Stevanato Group is $5,077 million
Fail
Evidence: <TEXT_RESPONSE> table states Stevanato Group Enterprise Value is "$5,103". Assessment: Criterion requires $5,077 million; the stated value differs, so fail.
States the Adjusted Enterprise Value for Schlott Pharma is $4,739 million
Fail
Evidence: <TEXT_RESPONSE> table states Schott/Schlott Pharma Enterprise Value is "$4,763". Assessment: Criterion requires $4,739 million; the stated value differs, so fail.
States the Adjusted Enterprise Value for Berry Global is $15,474 million
Fail
Evidence: <TEXT_RESPONSE> table states Berry Global (Pharma) Enterprise Value is "$15,552". Assessment: Criterion requires $15,474 million; the stated value differs, so fail.
States the Adjusted Enterprise Value for The Aptar Group is $17,409 million
Fail
Evidence: <TEXT_RESPONSE> table states Aptar Group Enterprise Value is "$17,496". Assessment: Criterion requires The Aptar Group Adjusted Enterprise Value of $17,409 million; the stated value differs, so fail.