APEX-Agents · Investment Banking

World228_JP_05

Best published1/1Pass

APEX-Agents task World228_JP_05 in AI Agents for FDA and Pharma Promotional Compliance. Compare dual-harness agent runs across models, scores, and public traces.

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

Task IDtask_a7571304d554476498169424570451e3

WorldInvestment Banking World 228

Expected outputmessage_in_console

Published runs4 models · dual config

Task prompt

What the agent was asked to do

ATR is expecting to write down the goodwill related to Pharma to zero following the merger with GXI. Referring to the 2024 ATR 10K calculate the new total ending Goodwill under this write down scenario and output the number. Round it to the nearest thousand dollars. Tell me the information that I want in 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
Gemini 3.1 Pro	dual	1/1	Pass	Run details Public trace
GPT-5.4 mini	dual	1/1	Pass	Run details Public trace
GPT-5.4 nano	dual	1/1	Pass	Run details Public trace
GPT-5.5	dual	0/1	Fail	Run details Public trace

Grading rubric

Rubric criteria

Runs are graded against these criteria. Open a run for model-specific verdicts.

States the total ending Goodwill after the write down is $769,575,000