Agent Reasoning

Decide what to do next: pick the right tool, plan multi-step actions, recover when something goes wrong. The hardest category — open-ended decisions, no single correct answer.

94
openai/gpt-5.3-codex
Average duration
6s
Average tokens
2155
Average cost
$0.01
100
4s
1155
opper_agents_sample_01
100
7s
1383
opper_agents_sample_02
100
6s
1394
opper_agents_sample_03
100
5s
1495
opper_agents_sample_04
100
6s
1565
opper_agents_sample_05
100
16s
2235
opper_agents_sample_06
100
4s
1767
opper_agents_sample_07
100
6s
1957
opper_agents_sample_08
100
4s
2876
opper_agents_sample_09
100
6s
2957
opper_agents_sample_10
100
6s
2790
opper_agents_sample_11
100
5s
1435
opper_agents_sample_12
100
6s
1409
opper_agents_sample_13
100
3s
1797
opper_agents_sample_14
100
4s
1428
opper_agents_sample_15
100
6s
1364
opper_agents_sample_16
0
5s
1543
opper_agents_sample_17
100
5s
1571
opper_agents_sample_18
100
3s
3519
opper_agents_sample_19
100
3s
3568
opper_agents_sample_20
100
7s
3927
opper_agents_sample_21
50
12s
3105
opper_agents_sample_22
100
7s
3898
opper_agents_sample_23
100
3s
1584
opper_agents_sample_24