APEX-Agents · Management Consulting
World132_DA_Task05
APEX-Agents task World132_DA_Task05 in AI Agents for Tariff and Trade Law Analysis. Compare dual-harness agent runs across models, scores, and public traces.
Task prompt
What the agent was asked to do
Analyse market cost efficiency using the Cost Structure Score methodology for PureLife’s Vitamins strategy: - Calculate the Total Cost Structure Score for each market under the weighted methodology using the following components: Import Cost Score (35%), Distribution Cost Score (35%), and Total Cost Load Score (30%). - Show the country with the highest cumulative cost structure score and the country with the lowest cumulative cost structure score, with each entry showing the market name and corresponding score side by side (e.g., China – 3.81). Format percentages to 0.01%. Round all numbers and intermediate calculations to two decimals. Output the answer 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 | 0/4 | Fail | Run detailsPublic trace |
| GPT-5.4 | dual | 0/4 | Fail | Run detailsPublic trace |
| GPT-5.4 mini | dual | 0/4 | Fail | Run detailsPublic trace |
| GPT-5.4 nano | dual | 0/4 | Fail | Run detailsPublic trace |
| GPT-5.5 | dual | 0/4 | Fail | Run detailsPublic trace |
Grading rubric
Rubric criteria
Runs are graded against these criteria. Open a run for model-specific verdicts.
States the highest Total Cost Structure Score is 4.47
States the market with the highest Total Cost Structure Score is the UK
States the lowest Total Cost Structure Score is 2.81
States the market with the lowest Total Cost Structure Score is India