APEX-Agents · Investment Banking

World221_jd_1

1/1Pass

APEX-Agents task World221_jd_1 in AI Agents for SEC Disclosure Analysis. Compare dual-harness agent runs across models — rubric criteria, scores, and public traces.

AI Agents for SEC Disclosure AnalysisInvestment Banking World 221Dual harnessGrader: rubric

Task IDtask_800767f48d7e42cfaa74ca8057364512

WorldInvestment Banking World 221

Expected outputmessage_in_console

Published runs4 models · dual config

Task prompt

What the agent was asked to do

If BBDC was to merge with TPVG, what would be the pro forma industry exposure for Business Services (investments at fair value as a percentage of total, based on end of September 30, 2025 data)? Use the latest 10-Q reports for each company. Consider only industry categories referring explicitly to business services in the category name. Within TPVG's combined "Business Products and Services" category, assume that only Muon is not a services provider. Present the exposure as a % to 2 decimal places. Give me my answers back 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
GPT-5.5showcase	dual	1/1	Pass	Share page Public trace
Gemini 3.1 Pro	dual	1/1	Pass	Share page Public trace
GPT-5.4 mini	dual	1/1	Pass	Share page Public trace
GPT-5.4 nano	dual	1/1	Pass	Share page Public trace

Grading rubric

Criteria and grader verdict (showcase run)

States the pro forma industry exposure for Business Services is 14.54%
Pass
Evidence: The response concludes: “**Pro forma Business Services exposure:** ($464.782m + $20.160m) / ($2,536.315m + $798.462m) = **14.54%**.” Assessment: The criterion asks whether it “States the pro forma industry exposure for Business Services is 14.54%”; pass because the final answer explicitly states 14.54%.