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.

81
novita/minimax-m2
Average duration
12s
Average tokens
2623
Average cost
$0.00
100
8s
1481
opper_agents_sample_01
100
13s
1900
opper_agents_sample_02
100
11s
1774
opper_agents_sample_03
100
14s
2132
opper_agents_sample_04
100
11s
2068
opper_agents_sample_05
100
12s
2099
opper_agents_sample_06
50
11s
2189
opper_agents_sample_07
100
12s
2331
opper_agents_sample_08
100
13s
3584
opper_agents_sample_09
100
14s
3538
opper_agents_sample_10
100
15s
3451
opper_agents_sample_11
50
13s
1940
opper_agents_sample_12
100
11s
1773
opper_agents_sample_13
100
10s
2266
opper_agents_sample_14
0
13s
2038
opper_agents_sample_15
100
11s
1861
opper_agents_sample_16
0
14s
2125
opper_agents_sample_17
100
9s
1835
opper_agents_sample_18
100
9s
3891
opper_agents_sample_19
100
12s
4104
opper_agents_sample_20
100
20s
4767
opper_agents_sample_21
0
13s
3270
opper_agents_sample_22
50
15s
4524
opper_agents_sample_23
100
9s
2002
opper_agents_sample_24