Capability board · Artificial Analysis
Intelligence Index leaderboard
This board ranks models by the published Intelligence Index alone. It is one input to the Vibe Coding Index, not the overall ranking.
Intelligence Index leaderboard
Coding Index leaderboard
Agentic Index leaderboard
Arena Code WebDev leaderboard
VCI overall →
| Rank | Model | Intelligence | VCI | Blended $/M | Strengths |
|---|---|---|---|---|---|
| 1 |
|
59.9 | 67.0 | $22 | Strongest Coding #3 · Softest Agentic #1 |
| 2 |
|
57.7 | 66.5 | $11.25 | Strongest Coding #2 · Softest Agentic #2 |
| 3 | 57.1 | 66.5 | $6 | Strongest Coding #1 · Softest Agentic #3 | |
| 4 |
|
55.7 | 62.0 | $10 | Strongest Coding #5 · Softest Agentic #5 |
| 5 |
GPT-5.6 Terra
OpenAI
|
55.0 | 62.1 | $5.63 | Strongest Coding #4 · Softest Agentic #4 |
| 6 |
|
54.8 | 59.9 | $11.25 | Strongest Coding #9 · Softest Agentic #9 |
| 7 | 53.8 | 60.5 | $3 | Strongest Coding #7 · Softest Agentic #7 | |
| 8 |
|
53.5 | 60.3 | $11 | Strongest Coding #6 · Softest Agentic #10 |
| 9 | 53.4 | 60.1 | $4 | Strongest Coding #10 · Softest Agentic #6 | |
| 10 |
|
51.4 | 55.8 | $5.63 | Strongest Coding #14 · Softest Agentic #12 |
| 11 |
GPT-5.6 Luna
OpenAI
|
51.2 | 58.3 | $2.25 | Strongest Coding #12 · Softest Agentic #8 |
| 12 | 51.1 | 58.7 | $2.15 | Strongest Coding #8 · Softest Agentic #11 | |
| 13 | 50.6 | 56.2 | $2 | Strongest Coding #11 · Softest Agentic #14 | |
| 14 |
|
50.2 | 55.0 | $3.38 | Strongest Coding #13 · Softest Agentic #15 |
| 15 |
|
47.2 | 53.9 | $6 | Strongest Coding #16 · Softest Agentic #13 |
| 16 |
|
46.5 | 46.9 | $4.5 | Strongest Coding #17 · Softest Agentic #41 |
| 17 |
|
46.0 | 50.8 | $2.22 | Strongest Coding #15 · Softest Agentic #22 |
| 18 |
|
44.4 | 49.5 | $0.53 | Strongest Coding #21 · Softest Agentic #17 |
| 19 |
|
44.3 | 49.3 | $2.18 | Strongest Coding #23 · Softest Agentic #16 |
| 20 |
|
44.2 | 49.1 | $1.71 | Strongest Coding #18 · Softest Agentic #23 |
| 21 | 42.2 | 46.9 | $1.5 | Strongest Coding #20 · Softest Agentic #27 | |
| 22 | 41.9 | 47.1 | $1.71 | Strongest Coding #19 · Softest Agentic #26 | |
| 23 |
Hy3
Tencent
|
41.2 | 45.4 | $0.12 | Strongest Coding #26 · Softest Agentic #21 |
| 24 |
|
41.0 | 45.6 | $0.44 | Strongest Coding #25 · Softest Agentic #20 |
| 25 |
|
40.7 | 44.5 | $1.76 | Strongest Coding #33 · Softest Agentic #18 |
| 26 |
DeepSeek V4 Flash
DeepSeek
|
40.3 | 44.2 | $0.18 | Strongest Coding #30 · Softest Agentic #19 |
| 27 | 40.2 | 46.7 | $2.14 | Strongest Coding #22 · Softest Agentic #25 | |
| 28 |
|
40.0 | 43.9 | $1.69 | Strongest Coding #29 · Softest Agentic #24 |
| 29 | 39.8 | 40.9 | $1.25 | Strongest Coding #39 · Softest Agentic #28 | |
| 30 |
|
39.6 | 43.9 | $0.74 | Strongest Coding #27 · Softest Agentic #29 |
| 31 |
|
39.0 | 40.2 | $0.56 | Strongest Coding #32 · Softest Agentic #44 |
| 32 |
GPT-5.4 nano
OpenAI
|
38.2 | 42.5 | $0.46 | Strongest Coding #31 · Softest Agentic #30 |
| 33 |
|
38.1 | 40.8 | $0.53 | Strongest Coding #34 · Softest Agentic #34 |
| 34 |
Nemotron 3 Ultra 550B A55B
NVIDIA
|
37.8 | 39.3 | $1.05 | Strongest Coding #42 · Softest Agentic #31 |
| 35 |
|
37.6 | 36.4 | $1.56 | Strongest Coding #49 · Softest Agentic #37 |
| 36 | 37.2 | 42.0 | $0.14 | Strongest Coding #28 · Softest Agentic #38 | |
| 37 |
Qwen3.6 27B
Alibaba
|
37.1 | 41.0 | $1.03 | Strongest Coding #35 · Softest Agentic #32 |
| 38 |
|
36.9 | 38.0 | $3.44 | Strongest Coding #38 · Softest Agentic #43 |
| 39 |
Claude 4.5 Sonnet
Anthropic
|
36.4 | 39.3 | $6.6 | Strongest Coding #36 · Softest Agentic #36 |
| 40 |
|
35.4 | 38.1 | $1.3 | Strongest Coding #37 · Softest Agentic #39 |
| 41 |
|
34.7 | 35.9 | $3.44 | Strongest Coding #50 · Softest Agentic #33 |
| 42 |
KAT Coder Pro V2
Kwaipilot
|
33.7 | 38.9 | $0.53 | Strongest Coding #24 · Softest Agentic #55 |
| 43 |
|
33.7 | 38.8 | $1 | Strongest Coding #40 · Softest Agentic #35 |
| 44 |
|
33.7 | 36.7 | $1.09 | Strongest Coding #41 · Softest Agentic #46 |
| 45 |
|
32.3 | 35.3 | $0.72 | Strongest Coding #43 · Softest Agentic #45 |
| 46 |
|
32.0 | 34.0 | $1 | Strongest Coding #46 · Softest Agentic #50 |
| 47 |
Qwen3.6 35B A3B
Alibaba
|
31.6 | 32.7 | $0.55 | Strongest Coding #56 · Softest Agentic #42 |
| 48 |
Ring-2.6-1T
Inclusionai
|
30.6 | 32.0 | $0.22 | Strongest Coding #55 · Softest Agentic #49 |
| 49 |
DeepSeek V3.1 Terminus
DeepSeek
|
30.4 | 32.0 | $0.44 | Strongest Coding #54 · Softest Agentic #51 |
| 50 |
|
30.3 | 31.4 | $0.44 | Strongest Coding #58 · Softest Agentic #40 |
| 51 |
|
29.9 | 32.3 | $3 | Strongest Coding #52 · Softest Agentic #48 |
| 52 |
Claude 4.5 Haiku
Anthropic
|
29.6 | 31.4 | $2.2 | Strongest Coding #51 · Softest Agentic #54 |
| 53 |
|
29.4 | 31.9 | $0.16 | Strongest Coding #48 · Softest Agentic #56 |
| 54 |
Claude 4 Sonnet
Anthropic
|
28.9 | 28.5 | $6 | Strongest Coding #60 · Softest Agentic #53 |
| 55 |
|
28.7 | 33.3 | $0.96 | Strongest Coding #44 · Softest Agentic #52 |
| 56 | 25.8 | 22.0 | $3.44 | Strongest Coding #65 · Softest Agentic #67 | |
| 57 |
|
25.7 | 28.6 | $0.2 | Strongest Coding #53 · Softest Agentic #60 |
| 58 | 25.4 | 25.1 | $0.17 | Strongest Coding #59 · Softest Agentic #65 | |
| 59 |
GPT-5 mini
OpenAI
|
25.3 | 18.9 | $0.69 | Strongest Intelligence #59 · Softest Coding #96 |
| 60 |
Gemini 3.1 Flash-Lite
Google
|
25.0 | 22.8 | $0.56 | Strongest Coding #64 · Softest Agentic #68 |
| 61 |
|
24.7 | 30.5 | — | Strongest Coding #45 · Softest Agentic #58 |
| 62 |
|
24.0 | 25.4 | $0.62 | Strongest Coding #61 · Softest Agentic #59 |
| 63 |
gpt-oss-120b
OpenAI
|
23.8 | 23.1 | $0.26 | Strongest Coding #66 · Softest Agentic #57 |
| 64 |
Command A+
Cohere
|
22.5 | 20.2 | $4.38 | Strongest Coding #71 · Softest Agentic #63 |
| 65 |
Qwen3.5 9B
Alibaba
|
21.4 | 19.8 | $0.11 | Strongest Coding #70 · Softest Agentic #66 |
| 66 |
Qwen3 Coder Next
Alibaba
|
21.1 | 23.6 | $0.53 | Strongest Coding #63 · Softest Agentic #64 |
| 67 |
North Mini Code
Cohere
|
19.8 | 21.5 | $0 | Strongest Coding #62 · Softest Agentic #74 |
| 68 |
Mistral Small 4
Mistral
|
19.6 | 17.5 | $0.33 | Strongest Coding #72 · Softest Agentic #72 |
| 69 |
Qwen3 235B A22B 2507
Alibaba
|
19.6 | 15.2 | $0.75 | Strongest Coding #82 · Softest Agentic #73 |
| 70 |
|
19.2 | 21.2 | $0.8 | Strongest Coding #67 · Softest Agentic #61 |
| 71 |
DeepSeek R1
DeepSeek
|
18.5 | 15.9 | $2.6 | Strongest Coding #76 · Softest Agentic #75 |
| 72 |
Nova 2.0 Lite
Amazon
|
18.2 | 15.1 | $0.85 | Strongest Coding #80 · Softest Agentic #76 |
| 73 |
Devstral Small 2
Mistral
|
17.4 | 20.3 | — | Strongest Coding #69 · Softest Agentic #62 |
| 74 |
K2 Think V2
Moonshot
|
17.3 | 13.5 | $1.08 | Strongest Coding #85 · Softest Agentic #84 |
| 75 |
Qwen3 Next 80B A3B
Alibaba
|
16.7 | 11.9 | $0.41 | Strongest Coding #90 · Softest Agentic #81 |
| 76 |
|
15.9 | 16.0 | $0.75 | Strongest Coding #77 · Softest Agentic #70 |
| 77 |
o3-mini
OpenAI
|
15.6 | 11.1 | $1.93 | Strongest Coding #91 · Softest Agentic #89 |
| 78 |
DeepSeek V3 0324
DeepSeek
|
15.4 | 13.1 | $0.48 | Strongest Coding #84 · Softest Agentic #92 |
| 79 |
gpt-oss-20b
OpenAI
|
14.9 | 13.4 | $0.08 | Strongest Coding #86 · Softest Agentic #77 |
| 80 |
GPT-4.1 mini
OpenAI
|
14.8 | 12.6 | $0.7 | Strongest Coding #88 · Softest Agentic #88 |
| 81 |
Mistral Small 3.1
Mistral
|
14.7 | 16.6 | — | Strongest Coding #73 · Softest Agentic #71 |
| 82 |
Mistral Medium 3.1
Mistral
|
14.7 | 14.3 | $0.8 | Strongest Coding #87 · Softest Agentic #69 |
| 83 |
Qwen3 30B A3B 2507
Alibaba
|
14.4 | 9.0 | $0.49 | Strongest Intelligence #83 · Softest Agentic #86 |
| 84 |
Llama 4 Maverick
Meta Llama
|
14.3 | 10.7 | $0.35 | Strongest Coding #92 · Softest Agentic #94 |
| 85 |
DeepSeek V3
DeepSeek
|
14.2 | 13.8 | $0.35 | Strongest Coding #81 · Softest Agentic #90 |
| 86 | 14.2 | 10.0 | $0.09 | Strongest Coding #98 · Softest Agentic #82 | |
| 87 |
Ling 2.6 Flash
Inclusionai
|
14.1 | 15.0 | $0.02 | Strongest Coding #75 · Softest Agentic #79 |
| 88 |
Solar Pro 3
Upstage
|
14.1 | 11.1 | $0.26 | Strongest Coding #93 · Softest Agentic #78 |
| 89 |
Claude 3.5 Haiku
Anthropic
|
12.3 | 10.3 | — | Strongest Coding #95 · Softest Agentic #83 |
| 90 |
Qwen3 32B
Alibaba
|
11.5 | 9.8 | $0.15 | Strongest Coding #97 · Softest Agentic #85 |
| 91 |
Ministral 3 14B
Mistral
|
11.1 | 9.5 | $0.35 | Strongest Coding #99 · Softest Agentic #80 |
| 92 |
Qwen3 14B
Alibaba
|
10.4 | 8.9 | $0.15 | Strongest Coding #101 · Softest Agentic #87 |
| 93 |
Llama 4 Scout
Meta Llama
|
10.0 | 6.1 | $0.15 | Strongest Intelligence #93 · Softest Agentic #97 |
| 94 |
GPT-4.1 nano
OpenAI
|
9.6 | 7.3 | $0.18 | Strongest Coding #107 · Softest Agentic #95 |
| 95 |
Llama 3.3 Instruct 70B
Meta Llama
|
9.4 | 7.3 | $0.2 | Strongest Coding #105 · Softest Agentic #100 |
| 96 |
Ministral 3 8B
Mistral
|
9.0 | 6.6 | $0.3 | Strongest Coding #110 · Softest Agentic #96 |
| 97 |
Qwen3 8B
Alibaba
|
8.3 | 6.2 | $0.21 | Strongest Coding #111 · Softest Agentic #93 |
| 98 |
Llama 3.1 Instruct 8B
Meta Llama
|
7.6 | 4.1 | $0.03 | Strongest Intelligence #98 · Softest Agentic #99 |
| 99 |
Gemma 3 27B Instruct
Google
|
7.4 | 6.1 | $0.1 | Strongest Coding #109 · Softest Agentic #101 |
| 100 |
Ministral 3 3B
Mistral
|
6.8 | 4.1 | $0.15 | Strongest Intelligence #100 · Softest Agentic #91 |
| 101 |
Phi-4 Mini Instruct
Microsoft
|
6.0 | 3.0 | — | Strongest Intelligence #101 · Softest Agentic #103 |
| 102 |
Gemma 3 12B Instruct
Google
|
5.5 | 3.8 | $0.08 | Strongest Coding #114 · Softest Agentic #102 |