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
xai/grok-4-fast-reasoning
Average duration
15s
Average tokens
2465
Average cost
$0.00
100
9s
1381
opper_agents_sample_01
100
7s
1576
opper_agents_sample_02
100
13s
1741
opper_agents_sample_03
100
14s
1791
opper_agents_sample_04
100
16s
1821
opper_agents_sample_05
100
22s
2381
opper_agents_sample_06
100
14s
2215
opper_agents_sample_07
100
19s
2405
opper_agents_sample_08
100
11s
3248
opper_agents_sample_09
100
9s
3033
opper_agents_sample_10
100
11s
3059
opper_agents_sample_11
100
12s
1641
opper_agents_sample_12
100
17s
1895
opper_agents_sample_13
100
10s
2054
opper_agents_sample_14
100
10s
1743
opper_agents_sample_15
100
8s
1598
opper_agents_sample_16
0
16s
1907
opper_agents_sample_17
100
9s
1761
opper_agents_sample_18
100
9s
3836
opper_agents_sample_19
100
9s
3827
opper_agents_sample_20
100
21s
4513
opper_agents_sample_21
50
1m 12s
3522
opper_agents_sample_22
100
19s
4406
opper_agents_sample_23
100
6s
1817
opper_agents_sample_24