APEX-Agents · Management Consulting

World 134_RG_05

0/3Fail

APEX-Agents task World 134_RG_05 in AI Agents for M&A Legal Due Diligence. Compare dual-harness agent runs across models — rubric criteria, scores, and public traces.

AI Agents for M&A Legal Due DiligenceManagement Consulting World 134Dual harnessGrader: rubric

Task IDtask_f029be9cd145432599e5627d4111af24

WorldManagement Consulting World 134

Expected outputmessage_in_console

Published runs5 models · dual config

Task prompt

What the agent was asked to do

Based on the attached findings from the top 3 research firms, what is CompliSure’s expected revenue ($M) in 2030 for each scenario? For each scenario, please assume that the overall market size in 2030 remains unchanged and that any market share gained by new entrants is taken proportionally from existing participants based on their current market shares. - Use the latest version of the 5-year forecast to do the analysis. - Round all the final answers to two decimal places; round $ figures to $0.01M. - Use the free cash flow definition applied in the version 5 forecast. Write back your answers to me 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	0/3	Fail	Share page Public trace
Gemini 3.1 Pro	dual	0/3	Fail	Share page Public trace
GPT-5.4	dual	3/3	Pass	Share page Public trace
GPT-5.4 mini	dual	3/3	Pass	Share page Public trace
GPT-5.4 nano	dual	3/3	Pass	Share page Public trace

Grading rubric

Criteria and grader verdict (showcase run)

States that CompliSure’s expected revenue in 2030 for the Firm 1 scenario is $59.22 million
Fail
Evidence: <TEXT_RESPONSE> table states “Firm A | 13% | $148.04M” and does not state $59.22M for Firm 1. Assessment: Criterion requires stating CompliSure’s expected revenue in 2030 for the Firm 1 scenario is $59.22 million; fail because the response gives a different value.
States that CompliSure’s expected revenue in 2030 for the Firm 2 scenario is $61.94 million
Fail
Evidence: <TEXT_RESPONSE> table states “Firm B | 9% | $154.85M” and does not state $61.94M for Firm 2. Assessment: Criterion requires stating CompliSure’s expected revenue in 2030 for the Firm 2 scenario is $61.94 million; fail because the response gives a different value.
States that CompliSure’s expected revenue in 2030 for the Firm 3 scenario is $64.66 million
Fail
Evidence: <TEXT_RESPONSE> table states “Firm C | 5% | $161.65M” and does not state $64.66M for Firm 3. Assessment: Criterion requires stating CompliSure’s expected revenue in 2030 for the Firm 3 scenario is $64.66 million; fail because the response gives a different value.