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.

65
novita/glm-4.7-flash
Average duration
15s
Average tokens
2116
Average cost
$0.00
100
9s
1194
opper_agents_sample_01
100
19s
1519
opper_agents_sample_02
100
10s
1331
opper_agents_sample_03
100
23s
1548
opper_agents_sample_04
100
27s
1740
opper_agents_sample_05
100
21s
1618
opper_agents_sample_06
50
19s
1743
opper_agents_sample_07
100
10s
1805
opper_agents_sample_08
100
9s
2910
opper_agents_sample_09
100
9s
2873
opper_agents_sample_10
50
24s
2825
opper_agents_sample_11
100
24s
1433
opper_agents_sample_12
0
9s
1335
opper_agents_sample_13
100
19s
1880
opper_agents_sample_14
100
14s
1518
opper_agents_sample_15
50
21s
1476
opper_agents_sample_16
0
10s
1493
opper_agents_sample_17
100
11s
1540
opper_agents_sample_18
50
9s
3578
opper_agents_sample_19
50
19s
3552
opper_agents_sample_20
0
7s
3553
opper_agents_sample_21
0
19s
2869
opper_agents_sample_22
0
11s
3786
opper_agents_sample_23
0
8s
1653
opper_agents_sample_24