APEX-Agents · Investment Banking
World221_jd_1
APEX-Agents task World221_jd_1 in AI Agents for SEC Disclosure Analysis. Compare dual-harness agent runs across models, scores, and public traces.
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 |
|---|---|---|---|---|
| Gemini 3.1 Pro | dual | 1/1 | Pass | Run detailsPublic trace |
| GPT-5.4 mini | dual | 1/1 | Pass | Run detailsPublic trace |
| GPT-5.4 nano | dual | 1/1 | Pass | Run detailsPublic trace |
| GPT-5.5 | dual | 1/1 | Pass | Run detailsPublic trace |
Grading rubric
Rubric criteria
Runs are graded against these criteria. Open a run for model-specific verdicts.
States the pro forma industry exposure for Business Services is 14.54%