APEX-Agents · Management Consulting
World132_DA_Task06
APEX-Agents task World132_DA_Task06 in AI Agents for M&A Legal Due Diligence. Compare dual-harness agent runs across models — rubric criteria, scores, and public traces.
Task prompt
What the agent was asked to do
Analyse category consumption patterns and market penetration using the Category Penetration Score methodology for PureLife’s portfolio strategy. Present the cumulative penetration score for each category under the weighted methodology using the following components: Consumption Frequency Score (35%), Household Penetration Score (35%), and Buyer Loyalty Score (30%). Final calculations should be rounded to two decimals. Give me your response 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 | 0/4 | Fail | Share pagePublic trace |
| Gemini 3.1 Pro | dual | 0/4 | Fail | Share pagePublic trace |
| GPT-5.4 | dual | 0/4 | Fail | Share pagePublic trace |
| GPT-5.4 mini | dual | 0/4 | Fail | Share pagePublic trace |
| GPT-5.4 nano | dual | 0/4 | Fail | Share pagePublic trace |
Grading rubric
Criteria and grader verdict (showcase run)
States the normalized Snacks Category Penetration Score is 10.00
FailEvidence: <TEXT_RESPONSE> table lists Snacks “Cumulative Penetration Score” as “80.46,” with component scores 87.02, 100.00, 50.00. Assessment: The criterion requires stating the normalized Snacks Category Penetration Score is 10.00. The response does not state 10.00 for Snacks; it states 80.46, so this fails.
States the normalized Functional Drinks Category Penetration Score is 6.42
FailEvidence: <TEXT_RESPONSE> table lists Functional Drinks “Cumulative Penetration Score” as “59.62.” Assessment: The criterion requires stating the normalized Functional Drinks Category Penetration Score is 6.42. The response does not state 6.42; it states 59.62, so this fails.
States the normalized Supplements Category Penetration Score is 4.04
FailEvidence: <TEXT_RESPONSE> table lists Supplements “Cumulative Penetration Score” as “21.61.” Assessment: The criterion requires stating the normalized Supplements Category Penetration Score is 4.04. The response does not state 4.04; it states 21.61, so this fails.
States the normalized Protein Powders Category Penetration Score is 1.00
FailEvidence: <TEXT_RESPONSE> table lists Protein Powders “Cumulative Penetration Score” as “43.69.” Assessment: The criterion requires stating the normalized Protein Powders Category Penetration Score is 1.00. The response does not state 1.00; it states 43.69, so this fails.