Restaurant operations 

Multi-brand QSR internal store operations support: equipment incidents, food safety, delivery discrepancies and credits, time correction workflows, network/drive-through incidents, approval routing, notifications, and case/status coordination.

140

Test cases

27

Agent tools

Domain agentic intelligence index

We test models on private, non-contaminated tasks.
Here's what we found.

Composite pass^5 score (%)
Last updated: May 15
Composite pass^5 score (%)
Last updated: May 15

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.

0%10%20%30%40%50%60%70%80%k=1k=2k=3k=4k=5
GPT-5.4
Sonnet 4.6
Gemini 3 Flash
Minimax
Kimi K2.5
0%10%20%30%40%50%60%70%80%k=1k=2k=3k=4k=5
GPT-5.4
Sonnet 4.6
Gemini 3 Flash
Minimax
Kimi K2.5

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 110 tasks (0%)

0

75%+

2 of 110 tasks (2%)

2

50%+

46 of 110 tasks (42%)

46

25%+

61 of 110 tasks (55%)

61

0%

1 of 110 tasks (1%)

1

Example task

User Request

Correct Agent Solution

What Is Tested

Trusted by Leading AI Teams

Bank - internal HR dataset available for purchase