AA Agentic Index leaderboard

A display-only Artificial Analysis agentic index.

Models ranked by their published Artificial Analysis Agentic Index value

Rank	Model	Provider	Aggregated model score
1	Claude Fable 5.1	Anthropic	58.0
2	Claude Opus 5	Anthropic	56.2
3	Muse Spark 1.3	Meta	55.7
4	GLM-5.3	Z.AI	53.4
5	Grok 4.6	xAI	53.4
6	GPT-6 Astra	OpenAI	51.5
7	Claude Fable 5	Anthropic	51.0
8	Kimi K3	Moonshot AI	50.6
9	GPT-5.6 Sol	OpenAI	50.5
10	Qwen3.8 Max Preview	Alibaba	49.6
11	DeepSeek V4 Pro 0813	DeepSeek	49.6
12	Qwen3.8-27B	Alibaba	46.5
13	Claude Sonnet 5	Anthropic	44.3
14	Muse Spark 1.2	Meta	44.0
15	GPT-5.6 Terra	OpenAI	43.7
16	GPT-5.6 Luna	OpenAI	42.7
17	Claude Opus 4.8	Anthropic	42.6
18	Grok 4.5	xAI	42.1
19	DeepSeek V4 Flash 0731	DeepSeek	41.7
20	Gemini 3.8 Flash	Google	41.1
21	Claude Opus 4.7 (Adaptive)	Anthropic	39.5
22	GLM-5.2	Z.AI	39.4
23	GPT-5.5	OpenAI	37.3
24	Gemini 3.7 Flash	Google	36.4
25	MCQuasar 438B	Multiverse Computing	32.7
26	MiniMax M3	MiniMax	30.8
27	Gemini 3.6 Flash	Google	30.1
28	Muse Spark 1.1	Meta	27.5
29	Gemini 3.5 Flash	Google	27.3
30	Hy3	Tencent	25.6
30	Hy3 Preview	Tencent	25.6
32	GLM-5.1	Z.AI	25.2
33	TMInkling-Small	Thinking Machines Lab	24.9
34	TMInkling	Thinking Machines Lab	24.3
35	Qwen3.7 Max	Alibaba	23.9
36	MiMo-V2.5-Pro	Xiaomi	22.7
37	Kimi K2.7 Code	Moonshot AI	22.5
38	Kimi K2.6	Moonshot AI	22.1
39	Nemotron 3 Ultra	NVIDIA	21.7
40	Ling 3.0 Flash	InclusionAI	21.0
40	Ling 3.0 Flash FP8	InclusionAI	21.0
42	Qwen3.6-27B	Alibaba	20.1
43	Qwen3.7 Plus	Alibaba	19.7
44	GPT-5.4 mini	OpenAI	19.6
45	GPT-5.4 nano	OpenAI	17.7
46	Grok 4.3	xAI	17.2
47	MiniMax M2.7	MiniMax	16.8
48	Gemini 3.5 Flash-Lite	Google	15.9
49	Qwen3.6-35B-A3B	Alibaba	15.0
50	Muse Glimmer 30B	Meta	10.5
51	Gemini 3.1 Pro	Google	10.3
52	Qwen3.5-122B-A10B	Alibaba	9.6
53	Mistral Medium 3.5 128B	Mistral	9.3
54	Gemma 4 31B	Google	6.7
55	GPT-OSS 120B	OpenAI	6.2
56	Nemotron 3.5 Lightning 30B A3B NVFP4	NVIDIA	6.1
57	Nemotron 3 Super 100B	NVIDIA	4.1
58	Granite 4.2 8B	IBM	3.7
59	Command A+	Cohere	3.6
60	Gemini 2.5 Pro	Google	3.5
61	Mistral Large 3	Mistral	2.4
62	Mistral Small 4	Mistral	1.4
62	Mistral Small 4 (Reasoning)	Mistral	1.4
64	GPT-OSS 20B	OpenAI	1.4
65	Trinity-Large-Preview	Arcee AI	1.2
65	Trinity-Large-Thinking	Arcee AI	1.2
67	Nemotron 3 Nano 30B	NVIDIA	1.0
68	DeepSeek V3	DeepSeek	0.8
69	CECeleris-1	Celeris	0.7
70	Llama 4 Maverick	Meta	0.6
71	Llama 4 Scout	Meta	0.6
72	Gemma 3 27B	Google	0.1

Evidence key: Observed

Rows are ordered by the value Artificial Analysis model leaderboards published, highest first. The source does not state whether a higher value is the better result, so this page does not either: for a benchmark that measures a rate of failure, read the table from the bottom.