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Capability board · Artificial Analysis

Agentic Index leaderboard

This board ranks models by the published Agentic Index alone. Use it when tool use, planning, and multi-step execution matter more than pure code generation.

Models on this board
103
Source-native ranking · separate from VCI overall
How this source works →
Rank Model Agentic VCI Blended $/M Strengths
1 52.8 67.0 $22 Strongest Coding #3 · Softest Agentic #1
2 51.8 66.5 $11.25 Strongest Coding #2 · Softest Agentic #2
3 50.1 66.5 $6 Strongest Coding #1 · Softest Agentic #3
4
OpenAI
GPT-5.6 Terra
OpenAI
47.4 62.1 $5.63 Strongest Coding #4 · Softest Agentic #4
5 47.2 62.0 $10 Strongest Coding #5 · Softest Agentic #5
6 46.7 60.1 $4 Strongest Coding #10 · Softest Agentic #6
7 45.7 60.5 $3 Strongest Coding #7 · Softest Agentic #7
8
OpenAI
GPT-5.6 Luna
OpenAI
45.6 58.3 $2.25 Strongest Coding #12 · Softest Agentic #8
9 44.9 59.9 $11.25 Strongest Coding #9 · Softest Agentic #9
10 44.4 60.3 $11 Strongest Coding #6 · Softest Agentic #10
11 43.1 58.7 $2.15 Strongest Coding #8 · Softest Agentic #11
12
OpenAI
GPT-5.4
OpenAI
WebDev #21 ASCII art #12 SVG #16
41.1 55.8 $5.63 Strongest Coding #14 · Softest Agentic #12
13 40.8 53.9 $6 Strongest Coding #16 · Softest Agentic #13
14 37.5 56.2 $2 Strongest Coding #11 · Softest Agentic #14
15
Google
Gemini 3.5 Flash
Google
WebDev #15 SVG #3 ASCII art #5
37.4 55.0 $3.38 Strongest Coding #13 · Softest Agentic #15
16 36.4 49.3 $2.18 Strongest Coding #23 · Softest Agentic #16
17 35.4 49.5 $0.53 Strongest Coding #21 · Softest Agentic #17
18
Thinkingmachines
Inkling
Thinkingmachines
32.3 44.5 $1.76 Strongest Coding #33 · Softest Agentic #18
19 31.1 44.2 $0.18 Strongest Coding #30 · Softest Agentic #19
20
Nex Agi
Nex-N2-Pro
Nex Agi
SVG #10
31.0 45.6 $0.44 Strongest Coding #25 · Softest Agentic #20
21
Tencent
Hy3
Tencent
30.7 45.4 $0.12 Strongest Coding #26 · Softest Agentic #21
22 30.6 50.8 $2.22 Strongest Coding #15 · Softest Agentic #22
23 30.3 49.1 $1.71 Strongest Coding #18 · Softest Agentic #23
24 30.2 43.9 $1.69 Strongest Coding #29 · Softest Agentic #24
25 29.9 46.7 $2.14 Strongest Coding #22 · Softest Agentic #25
26 29.6 47.1 $1.71 Strongest Coding #19 · Softest Agentic #26
27 29.1 46.9 $1.5 Strongest Coding #20 · Softest Agentic #27
28 28.0 40.9 $1.25 Strongest Coding #39 · Softest Agentic #28
29 27.6 43.9 $0.74 Strongest Coding #27 · Softest Agentic #29
30
OpenAI
GPT-5.4 nano
OpenAI
27.5 42.5 $0.46 Strongest Coding #31 · Softest Agentic #30
31 27.4 39.3 $1.05 Strongest Coding #42 · Softest Agentic #31
32
Alibaba
Qwen3.6 27B
Alibaba
27.0 41.0 $1.03 Strongest Coding #35 · Softest Agentic #32
33
OpenAI
GPT-5
OpenAI
WebDev #30 SVG #17
25.7 35.9 $3.44 Strongest Coding #50 · Softest Agentic #33
34 25.6 40.8 $0.53 Strongest Coding #34 · Softest Agentic #34
35 25.4 38.8 $1 Strongest Coding #40 · Softest Agentic #35
36
Anthropic
Claude 4.5 Sonnet
Anthropic
24.6 39.3 $6.6 Strongest Coding #36 · Softest Agentic #36
37 24.1 36.4 $1.56 Strongest Coding #49 · Softest Agentic #37
38 23.7 42.0 $0.14 Strongest Coding #28 · Softest Agentic #38
39 21.7 38.1 $1.3 Strongest Coding #37 · Softest Agentic #39
40
Stepfun
Step 3.7 Flash
Stepfun
ASCII art #20
21.5 31.4 $0.44 Strongest Coding #58 · Softest Agentic #40
41
Google
Gemini 3.1 Pro Preview
Google
WebDev #22 SVG #2 ASCII art #3
21.4 46.9 $4.5 Strongest Coding #17 · Softest Agentic #41
42
Alibaba
Qwen3.6 35B A3B
Alibaba
21.4 32.7 $0.55 Strongest Coding #56 · Softest Agentic #42
43 21.0 38.0 $3.44 Strongest Coding #38 · Softest Agentic #43
44 20.8 40.2 $0.56 Strongest Coding #32 · Softest Agentic #44
45 20.7 35.3 $0.72 Strongest Coding #43 · Softest Agentic #45
46 19.8 36.7 $1.09 Strongest Coding #41 · Softest Agentic #46
47
OpenAI
GPT-5 mini
OpenAI
19.4 18.9 $0.69 Strongest Intelligence #59 · Softest Coding #96
48 19.0 32.3 $3 Strongest Coding #52 · Softest Agentic #48
49
Inclusionai
Ring-2.6-1T
Inclusionai
18.9 32.0 $0.22 Strongest Coding #55 · Softest Agentic #49
50 18.3 34.0 $1 Strongest Coding #46 · Softest Agentic #50
51 18.1 32.0 $0.44 Strongest Coding #54 · Softest Agentic #51
52 17.7 33.3 $0.96 Strongest Coding #44 · Softest Agentic #52
53
Anthropic
Claude 4 Sonnet
Anthropic
16.6 28.5 $6 Strongest Coding #60 · Softest Agentic #53
54
Anthropic
Claude 4.5 Haiku
Anthropic
16.4 31.4 $2.2 Strongest Coding #51 · Softest Agentic #54
55
Kwaipilot
KAT Coder Pro V2
Kwaipilot
15.5 38.9 $0.53 Strongest Coding #24 · Softest Agentic #55
56 14.4 31.9 $0.16 Strongest Coding #48 · Softest Agentic #56
57
OpenAI
gpt-oss-120b
OpenAI
13.2 23.1 $0.26 Strongest Coding #66 · Softest Agentic #57
58 12.0 30.5 Strongest Coding #45 · Softest Agentic #58
59 11.8 25.4 $0.62 Strongest Coding #61 · Softest Agentic #59
60 11.0 28.6 $0.2 Strongest Coding #53 · Softest Agentic #60
61 10.6 21.2 $0.8 Strongest Coding #67 · Softest Agentic #61
62 10.5 20.3 Strongest Coding #69 · Softest Agentic #62
63
Cohere
Command A+
Cohere
9.2 20.2 $4.38 Strongest Coding #71 · Softest Agentic #63
64 8.8 23.6 $0.53 Strongest Coding #63 · Softest Agentic #64
65 8.7 25.1 $0.17 Strongest Coding #59 · Softest Agentic #65
66
Alibaba
Qwen3.5 9B
Alibaba
7.4 19.8 $0.11 Strongest Coding #70 · Softest Agentic #66
67 7.1 22.0 $3.44 Strongest Coding #65 · Softest Agentic #67
68 6.2 22.8 $0.56 Strongest Coding #64 · Softest Agentic #68
69 6.2 14.3 $0.8 Strongest Coding #87 · Softest Agentic #69
70 5.5 16.0 $0.75 Strongest Coding #77 · Softest Agentic #70
71 5.2 16.6 Strongest Coding #73 · Softest Agentic #71
72
Mistral
Mistral Small 4
Mistral
4.7 17.5 $0.33 Strongest Coding #72 · Softest Agentic #72
73 3.8 15.2 $0.75 Strongest Coding #82 · Softest Agentic #73
74 3.1 21.5 $0 Strongest Coding #62 · Softest Agentic #74
75
DeepSeek
DeepSeek R1
DeepSeek
3.1 15.9 $2.6 Strongest Coding #76 · Softest Agentic #75
76
Amazon
Nova 2.0 Lite
Amazon
3.1 15.1 $0.85 Strongest Coding #80 · Softest Agentic #76
77
OpenAI
gpt-oss-20b
OpenAI
3.1 13.4 $0.08 Strongest Coding #86 · Softest Agentic #77
78
Upstage
Solar Pro 3
Upstage
2.7 11.1 $0.26 Strongest Coding #93 · Softest Agentic #78
79
Inclusionai
Ling 2.6 Flash
Inclusionai
2.3 15.0 $0.02 Strongest Coding #75 · Softest Agentic #79
80
Mistral
Ministral 3 14B
Mistral
2.2 9.5 $0.35 Strongest Coding #99 · Softest Agentic #80
81 2.1 11.9 $0.41 Strongest Coding #90 · Softest Agentic #81
82 2.0 10.0 $0.09 Strongest Coding #98 · Softest Agentic #82
83
Anthropic
Claude 3.5 Haiku
Anthropic
1.9 10.3 Strongest Coding #95 · Softest Agentic #83
84
Moonshot
K2 Think V2
Moonshot
1.8 13.5 $1.08 Strongest Coding #85 · Softest Agentic #84
85
Alibaba
Qwen3 32B
Alibaba
1.8 9.8 $0.15 Strongest Coding #97 · Softest Agentic #85
86 1.8 9.0 $0.49 Strongest Intelligence #83 · Softest Agentic #86
87
Alibaba
Qwen3 14B
Alibaba
1.8 8.9 $0.15 Strongest Coding #101 · Softest Agentic #87
88
OpenAI
GPT-4.1 mini
OpenAI
1.7 12.6 $0.7 Strongest Coding #88 · Softest Agentic #88
89
OpenAI
o3-mini
OpenAI
1.7 11.1 $1.93 Strongest Coding #91 · Softest Agentic #89
90
DeepSeek
DeepSeek V3
DeepSeek
1.6 13.8 $0.35 Strongest Coding #81 · Softest Agentic #90
91
Mistral
Ministral 3 3B
Mistral
1.6 4.1 $0.15 Strongest Intelligence #100 · Softest Agentic #91
92
DeepSeek
DeepSeek V3 0324
DeepSeek
1.5 13.1 $0.48 Strongest Coding #84 · Softest Agentic #92
93
Alibaba
Qwen3 8B
Alibaba
1.5 6.2 $0.21 Strongest Coding #111 · Softest Agentic #93
94
Meta Llama
Llama 4 Maverick
Meta Llama
1.3 10.7 $0.35 Strongest Coding #92 · Softest Agentic #94
95
OpenAI
GPT-4.1 nano
OpenAI
1.2 7.3 $0.18 Strongest Coding #107 · Softest Agentic #95
96
Mistral
Ministral 3 8B
Mistral
1.2 6.6 $0.3 Strongest Coding #110 · Softest Agentic #96
97
Meta Llama
Llama 4 Scout
Meta Llama
1.1 6.1 $0.15 Strongest Intelligence #93 · Softest Agentic #97
98
OpenAI
GPT-4o mini
OpenAI
1.0 $0.29 Strongest Coding #106 · Softest Agentic #98
99 0.5 4.1 $0.03 Strongest Intelligence #98 · Softest Agentic #99
100 0.3 7.3 $0.2 Strongest Coding #105 · Softest Agentic #100
101 0.3 6.1 $0.1 Strongest Coding #109 · Softest Agentic #101
102 0.3 3.8 $0.08 Strongest Coding #114 · Softest Agentic #102
103 0.3 3.0 Strongest Intelligence #101 · Softest Agentic #103