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.

88
moonshot/kimi-k2-thinking-turbo
Average duration
20s
Average tokens
3632
Average cost
$0.01
100
10s
1723
opper_agents_sample_01
100
13s
2176
opper_agents_sample_02
100
22s
2989
opper_agents_sample_03
100
13s
2334
opper_agents_sample_04
100
17s
2874
opper_agents_sample_05
100
14s
2556
opper_agents_sample_06
50
11s
2469
opper_agents_sample_07
100
10s
2384
opper_agents_sample_08
100
11s
3478
opper_agents_sample_09
100
39s
6604
opper_agents_sample_10
100
23s
4692
opper_agents_sample_11
50
12s
2296
opper_agents_sample_12
100
17s
2690
opper_agents_sample_13
100
11s
2642
opper_agents_sample_14
100
11s
2121
opper_agents_sample_15
100
23s
3385
opper_agents_sample_16
0
33s
4369
opper_agents_sample_17
100
7s
1894
opper_agents_sample_18
100
11s
4247
opper_agents_sample_19
100
10s
4169
opper_agents_sample_20
100
31s
5918
opper_agents_sample_21
50
45s
6531
opper_agents_sample_22
50
33s
6291
opper_agents_sample_23
100
55s
6333
opper_agents_sample_24