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Qwen3-235B-A22B (thinking)
Alibaba Cloud
ReAct
2025.7
9.65
40.91
18
52.37
14.58
36.48
35.96
4.35
28.32
43.93
seed
Claude 4.5 Sonnet (non-thinking)
Anthropic AI
ReAct
2025.9
16.36
59.09
26
60.87
22.92
58.76
57.78
9.49
47.85
63.71
seed
Claude 4.5 Sonnet (thinking)
Anthropic AI
ReAct
2025.9
19.3
63.64
28
64.86
22.92
59.24
56.42
13.04
49.92
65.17
seed
Gemini 3 Pro (low)
Google
ReAct
2025.11
14.74
45.45
28
63.82
27.08
57.55
56.37
7.11
45.93
64.93
seed
Gemini 3 Pro (high)
Google
ReAct
2025.11
15.28
50
22
62.66
27.08
60.87
60.12
8.7
47.01
66.02
seed
GPT-5.2 (thinking)
OpenAI
ReAct
2025.11
15.82
63.64
26
62.7
16.67
54.11
53.17
9.49
43.04
60.2
seed
DeepSeek-V3.2 (non-thinking)
DeepSeek AI
ReAct
2025.12
11.53
22.73
20
52
22.92
56.02
55.45
6.72
44.14
62.24
seed
DeepSeek-V3.2 (thinking)
DeepSeek AI
ReAct
2025.12
14.47
63.64
28
60.79
20.83
62.25
60.41
6.32
43.44
62.42
seed
GLM-4.7 (thinking)
Z.AI
ReAct
2025.12
14.21
50
22
59.44
20.83
51.99
50.97
8.3
43.97
61.28
seed
Seed-1.8 (thinking)
ByteDance Seed
ReAct
2025.12
13.4
45.45
32
56.77
16.67
56.11
53.54
6.32
38.49
57.13
seed
Qwen3-Max (thinking)
Alibaba Cloud
ReAct
2026.1
17.96
59.09
30
63.45
25
66.51
64.08
10.67
48.48
66.86
seed
Kimi K2.5 (thinking)
Moonshot AI
ReAct
2026.1
15.55
68.18
28
61.71
18.75
50.52
48.81
7.91
45.19
61.23
seed
GPT-4o Search Preview
OpenAI
N/A
2025.3
5.63
13.64
4
38.7
8.33
36.65
36
4.74
29.59
45.61
seed
OpenAI o4 Mini Deep Research
OpenAI
N/A
2025.6
7.78
18.18
14
63.03
18.75
53.72
52.59
3.56
36.78
56.47
seed
Perplexity Sonar Pro Search
Perplexity AI
N/A
-
7.51
22.73
20
47.04
6.25
34.74
33.16
3.95
34.76
49.05
seed
Google Search AI Mode
Google
N/A
-
9.38
31.82
20
46.34
8.33
40.64
39.36
5.53
31.15
50.79
seed
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