APEX-Agents · Investment Banking

World246_RL_01

4/4Pass

APEX-Agents task World246_RL_01 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 DiligenceInvestment Banking World 246Dual harnessGrader: rubric

Task IDtask_68a8fbc9544640cf9a20db80dd845d85

WorldInvestment Banking World 246

Expected outputmessage_in_console

Published runs4 models · dual config

Task prompt

What the agent was asked to do

KVUE's cost of debt is updated to be the risk-free rate plus 100 basis points. Reply to me with KVUE's enterprise value, rounded to the nearest whole number in millions. Use the following situation to calculate the values: - Replace risk-free rate with the 10-year treasury rate as of 1/2/26 with beta at 0.75 - Replace risk-free rate with the 10-year treasury rate as of 1/2/26 with beta at 1.00 - Replace risk-free rate with the 30-year treasury rate as of 1/2/26 with beta at 0.75 - Replace risk-free rate with the 30-year treasury rate as of 1/2/26 with beta at 1.00

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	4/4	Pass	Share page Public trace
Gemini 3.1 Pro	dual	0/4	Fail	Share page Public trace
GPT-5.4 mini	dual	4/4	Pass	Share page Public trace
GPT-5.4 nano	dual	4/4	Pass	Share page Public trace

Grading rubric

Criteria and grader verdict (showcase run)

States enterprise value in the scenario with 10Y treasury rate and 0.75 beta is $37,399 million
Pass
Evidence: TEXT_RESPONSE table states “10-year Treasury, beta 0.75 | 37,399”. Assessment: Criterion requires stating enterprise value for 10Y treasury and 0.75 beta is $37,399 million; pass because the response provides exactly 37,399 ($mm).
States enterprise value in the scenario with 30Y treasury rate and 0.75 beta is $33,274 million
Pass
Evidence: TEXT_RESPONSE table states “30-year Treasury, beta 0.75 | 33,274”. Assessment: Criterion requires stating enterprise value for 30Y treasury and 0.75 beta is $33,274 million; pass because the response provides exactly 33,274 ($mm).
States enterprise value in the scenario with 10Y treasury rate and 1.00 beta is $30,587 million
Pass
Evidence: TEXT_RESPONSE table states “10-year Treasury, beta 1.00 | 30,587”. Assessment: Criterion requires stating enterprise value for 10Y treasury and 1.00 beta is $30,587 million; pass because the response provides exactly 30,587 ($mm).
States enterprise value in the scenario with 30Y treasury rate and 1.00 beta is $27,778 million
Pass
Evidence: TEXT_RESPONSE table states “30-year Treasury, beta 1.00 | 27,778”. Assessment: Criterion requires stating enterprise value for 30Y treasury and 1.00 beta is $27,778 million; pass because the response provides exactly 27,778 ($mm).