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APEX-Agents · Management Consulting

World 129_CY_Task 3

0/4Fail

APEX-Agents task World 129_CY_Task 3 in AI Agents for Divestiture and Spin-Off Analysis. Compare dual-harness agent runs across models — rubric criteria, scores, and public traces.

AI Agents for Divestiture and Spin-Off AnalysisManagement Consulting World 129Dual harnessGrader: rubric
Task IDtask_66b157482bf640cbb5c1725765e6ca9e
WorldManagement Consulting World 129
Expected outputmessage_in_console
Published runs5 models · dual config

Task prompt

What the agent was asked to do

Using the latest pricing version, the revenue data by segment, and the discount approval logs, determine the average discount percentage for each of the Business and Growth tiers separately (use the midpoint of the Company Size range as the user count). Then, calculate the %variance of each tier's discount relative to its average policy threshold. Provide the discount for each tier (rounded to the nearest 0.01%) as well as the variance from policy threshold (rounded to the nearest 0.01%) directly here as a reply.

Published trajectories

Agent runs on this task

Curated dual-harness runs (parsed + original sandbox). Best scored run per model.

ModelHarnessScoreResultLinks
GPT-5.5showcasedual0/4FailShare pagePublic trace
Gemini 3.1 Produal0/4FailShare pagePublic trace
GPT-5.4dual0/4FailShare pagePublic trace
GPT-5.4 minidual0/4FailShare pagePublic trace
GPT-5.4 nanodual0/4FailShare pagePublic trace

Grading rubric

Criteria and grader verdict (showcase run)

  1. States that the average discount for the Business tier is 28.45%

    Fail

    Evidence: <TEXT_RESPONSE> table states Business average discount is "26.94%". Assessment: Criterion requires stating Business average discount is 28.45%; response gives a different value, so fail.

  2. States that the average discount given for the Growth tier is 3.82%

    Fail

    Evidence: <TEXT_RESPONSE> table states Growth average discount is "62.65%". Assessment: Criterion requires stating Growth average discount is 3.82%; response gives a different value, so fail.

  3. States that the % variance between the discount and the policy threshold for the Business tier is 88.23%

    Fail

    Evidence: <TEXT_RESPONSE> table states Business variance vs. average policy threshold is "+78.22%". Assessment: Criterion requires 88.23%; response gives a different value, so fail.

  4. States that the % variance between the discount and the policy threshold for the Growth tier is -73.97%

    Fail

    Evidence: <TEXT_RESPONSE> table states Growth variance vs. average policy threshold is "+326.57%". Assessment: Criterion requires -73.97%; response gives a different value and opposite sign, so fail.