Logistics
Internal Operations Support for a mid-to-large regional logistics company: shipment tracking, equipment/maintenance requests, safety incidents, and HR inquiries.
100Test cases available OTS
26Agent tools
Domain agentic intelligence index
We test models on private, non-contaminated tasks.
Here's what we found.
Composite pass^5 score across Tool use evaluations (higher is better).
Error bars show 95% confidence intervals.
Scaling curves
K = 1…5 runs
pass^k — Consistency
% tasks passed in every one of k runs.
Task difficulty distribution
Tasks bucketed by aggregate success rate
Buckets show difficulty tiers based on aggregate of models results on the benchmarking subset.
100%
0 of 143 tasks (0%)
0
75%+
16 of 143 tasks (11%)
16
50%+
88 of 143 tasks (62%)
88
25%+
39 of 143 tasks (27%)
39
0%
0 of 143 tasks (0%)
0
Example task
User Request
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Correct Agent Solution
What Is Tested
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