What does Artificial Analysis · Quality Index measure?

Artificial Analysis · Quality Index is a knowledge benchmark in the BenchGecko catalog. 136 AI models have been tested on it. Scores range from 2.7 to 59.9 out of 100.

Which model leads on Artificial Analysis · Quality Index?

Claude Fable 5 from Anthropic leads Artificial Analysis · Quality Index with a score of 59.9. The median score across 136 tested models is 27.0.

Is Artificial Analysis · Quality Index saturated?

No · the top score is 59.9 out of 100 (60%). There is still meaningful room for improvement on Artificial Analysis · Quality Index.

Does Artificial Analysis · Quality Index predict performance on other benchmarks?

Yes · Artificial Analysis · Quality Index scores correlate 0.96 with Artificial Analysis · Humanity's Last Exam across 71 shared models. Models that do well on Artificial Analysis · Quality Index tend to do well on Artificial Analysis · Humanity's Last Exam.

How often is Artificial Analysis · Quality Index data refreshed?

BenchGecko pulls updates daily. New model scores on Artificial Analysis · Quality Index appear as soon as they are published by Epoch AI or the model provider.

Benchmark · KnowledgeSettled

Artificial Analysis · Quality Index

Name: Artificial Analysis · Quality Index Benchmark
Creator: BenchGecko
License: https://creativecommons.org/licenses/by/4.0/

Updated 2026-10-15

Models tested

136

Top score

59.9

Claude Fable 5

Median

27.0

min 2.7

Top-5 spread

σ 1.5

Settled

The Frontier

Best score over time · one chart, every benchmark

Chart type

Frontier on Artificial Analysis · Quality Index rose from 5.9 to 59.9 in 17 months · +53.9 points · latest leader Claude Fable 5 from Anthropic.

Pink dots = frontier records · 12 totalClick to open model page

Full rankings

136 models tested · sorted by score

#	Model	Score	Price
1	Claude Fable 5· Anthropic	59.9	$10.00
2	Claude Opus 5.5· Anthropic	57.6	$4.00
3	GPT-5.4· OpenAI	57.2	$2.50
4	Claude Sonnet 5.5· Anthropic	56.0	$2.00
5	Claude Opus 4.8 (Fast)· Anthropic	55.7	$10.00
6	Claude Opus 4.7 (Fast)· Anthropic	53.5	$30.00
7	Claude Fable 5.1· Anthropic	53.4	$10.00
8	Claude Opus 4.6 (Fast)· Anthropic	53.0	$30.00
9	GPT-6 Astra· OpenAI	52.7	$10.00
10	Gemini 4 Argon· Google DeepMind	52.6	$2.00
11	GPT-6.1 Sol· OpenAI	51.8	$2.00
12	GLM 5.2· z-ai	51.1	$0.62
13	Gemini 3.5 Flash· Google DeepMind	50.2	$1.50
14	MiMo-V2-Pro· xiaomi	49.2	$1.00
15	Claude Sonnet 4.6· Anthropic	47.2	$3.00
16	Kimi K2.5· moonshotai	46.8	$0.50
17	Grok 4.7· xAI	46.5	$2.00
18	Gemini 3 Flash Preview· Google DeepMind	46.4	$0.50
19	MiMo-V2.6-Pro· xiaomi	46.3	$0.43
20	Qwen3.7 Max· Alibaba Qwen	46.0	$1.48
21	Qwen3.8 Max (0902)· Alibaba Qwen	45.4	$2.00
22	GLM 5.3· z-ai	44.8	$0.08
23	Step 5 Preview· stepfun	43.7	$1.00
24	Kimi K3· moonshotai	43.6	$0.24
25	Claude Haiku 5.5· Anthropic	43.4	$0.10
26	MiMo-V2-Omni· xiaomi	43.4	$0.40
27	Muse Spark· Meta	43.1	n/a
28	GLM 5V Turbo· z-ai	42.9	$1.20
29	Kimi K2.6· moonshotai	42.8	$0.95
30	MiMo-V2.5-Pro· xiaomi	42.2	$0.43
31	GPT-5.6 Terra· OpenAI	42.1	$2.00
32	Qwen3.5-27B· Alibaba Qwen	42.1	$0.27
33	GLM 5.3 Flash· z-ai	41.8	$0.05
34	DeepSeek V3.2· DeepSeek	41.7	$0.28
35	MiMo-V2-Flash· xiaomi	41.5	$0.09
36	Gemini 3 Pro· Google DeepMind	41.3	n/a
37	Gemini 3.8 Flash· Google DeepMind	40.9	$0.82
38	DeepSeek V4 Flash· DeepSeek	40.3	$0.09
39	GLM 5.1· z-ai	40.2	$0.97
40	MiMo-V2.5· xiaomi	40.1	$0.14
41	GPT-5.4 Mini· OpenAI	40.0	$0.75
42	Qwen3.8 2.4T A95B· Alibaba Qwen	40.0	$2.00
43	Qwen3 Max Thinking· Alibaba Qwen	39.9	$0.78
44	Qwen3.6 Plus· Alibaba Qwen	39.6	$0.33
45	DeepSeek V4.1 Flash· DeepSeek	39.5	$0.04
46	Grok 4.1 Fast· xAI	38.6	$0.20
47	Mistral Large 4· Mistral AI	38.4	$0.68
48	GPT-5.4 Nano· OpenAI	38.2	$0.20
49	MiniMax M2.7· minimax	38.1	$0.30
50	GPT-6 Luna· OpenAI	38.1	$0.10
51	GLM 5 Turbo· z-ai	38.1	$1.20
52	MiMo-V2.6-Flash· xiaomi	37.9	$0.14
53	Step 3.5 Flash· stepfun	37.8	$0.10
54	Grok 4.3· xAI	37.6	$1.25
55	Qwen3.6 27B· Alibaba Qwen	37.0	$0.25
56	DeepSeek V4 Pro· DeepSeek	36.0	$0.96
57	Qwen3.8 27B· Alibaba Qwen	33.7	$0.24
58	Hy3 preview· tencent	33.6	$0.18
59	Gemini 3.1 Flash Lite Preview· Google DeepMind	33.5	$0.25
60	GPT-5.3-Codex· OpenAI	32.5	$1.75
61	I Ring-2.6-1T· inclusionai	30.6	$0.07
62	Step 3.7 Flash· stepfun	29.7	$0.20
63	Gemini 3.1 Pro Preview· Google DeepMind	29.7	$2.00
64	DeepSeek V3.2 Speciale· DeepSeek	29.4	$0.40
65	Gemma 4 31B (free)· Google DeepMind	29.4	$0.00
66	MiniMax M3· minimax	29.2	$0.30
67	Grok Code Fast 1· xAI	28.7	$0.20
68	R1 0528· DeepSeek	27.1	$0.50
69	Gemini 2.5 Pro· Google DeepMind	27.0	$1.25
70	Solar Pro 4· upstage	26.6	$0.15
71	Nemotron 3.5 Super VL· NVIDIA	26.5	$0.15
72	I Ling-2.6-1T· inclusionai	26.1	$0.07
73	Kimi K2.7 Code· moonshotai	25.8	$0.67
74	Gemma 4 26B A4B (free)· Google DeepMind	25.7	$0.00
75	Mercury 2· Inception	25.3	$0.25
76	Hy3· tencent	25.3	$0.13
77	Qwen3.7 Plus· Alibaba Qwen	25.2	$0.32
78	Gemini 3.1 Flash Lite· Google DeepMind	25.0	$0.25
79	Qwen3 Coder 480B A35B (free)· Alibaba Qwen	24.8	$0.00
80	Solar Mini 4· upstage	24.1	$0.05
81	gpt-oss-120b (free)· OpenAI	23.8	$0.00
82	Qwen3.5-35B-A3B· Alibaba Qwen	23.4	$0.15
83	Nemotron 3 Ultra· NVIDIA	22.9	$0.60
84	Gemini 3.5 Flash Lite· Google DeepMind	22.2	$0.30
85	Gemini 2.5 Flash Lite· Google DeepMind	21.6	$0.10
86	Qwen3.5 397B A17B· Alibaba Qwen	21.4	$0.39
87	Mistral Medium 3.1· Mistral AI	21.3	$0.40
88	DeepSeek V4 Pro 0813· DeepSeek	20.4	$0.66
89	o3· OpenAI	20.2	$2.00
90	Qwen3 Next 80B A3B Instruct (free)· Alibaba Qwen	19.8	$0.00
91	I Ling-2.6-flash· inclusionai	19.3	$0.01
92	LongCat 2.0· meituan	19.1	$0.30
93	Qwen3.6 35B A3B· Alibaba Qwen	18.2	$0.10
94	Qwen3.5-122B-A10B· Alibaba Qwen	17.8	$0.26
95	Gemma 4 26B A4B · Google DeepMind	16.7	$0.08
96	R1 Distill Llama 70B· DeepSeek	15.9	$0.80
97	INTELLECT-3· prime-intellect	15.6	$0.20
98	Llama 3.1 Nemotron Ultra 253B v1· NVIDIA	15.0	$0.60
99	ERNIE 4.5 300B A47B · baidu	15.0	$0.28
100	gpt-oss-20b (free)· OpenAI	14.9	$0.00
101	Gemma 4 31B· Google DeepMind	14.7	$0.09
102	Mistral Medium 3.5· Mistral AI	14.2	$1.50
103	Solar Pro 3· upstage	14.1	$0.15
104	Qwen3.5-9B· Alibaba Qwen	13.3	$0.10
105	Command A+· Cohere	13.1	$0.30
106	Qwen3.5 4B· Alibaba	13.1	n/a
107	Nemotron 3.5 Lightning· NVIDIA	12.9	$0.07
108	Nemotron 3 Super· NVIDIA	12.8	$0.08
109	Granite 4.2 8B· ibm-granite	12.7	$0.06
110	Mercury 2.5· Inception	12.3	$0.04
111	gpt-oss-120b· OpenAI	11.6	$0.04
112	Mistral Small 4· Mistral AI	11.3	$0.15
113	Qwen3 Next 80B A3B Instruct· Alibaba Qwen	11.2	$0.09
114	Trinity Large Thinking· arcee-ai	10.8	$0.25
115	North Mini Code (free)· Cohere	9.9	$0.00
116	Llama 4 Maverick· Meta	9.3	$0.19
117	Qwen3 Coder Next· Alibaba Qwen	9.2	$0.12
118	gpt-oss-20b· OpenAI	9.0	$0.02
119	Granite 4.1 8B· ibm-granite	8.9	$0.05
120	N Nanbeige4.1 3B· Nanbeige	8.4	n/a
121	LFM2.5-2.6B (free)· liquid	8.4	$0.00
122	NVIDIA Nemotron Nano 9B V2· NVIDIA	7.4	n/a
123	Command A· Cohere	7.0	$2.50
124	Qwen3.5 2B· Alibaba	6.9	n/a
125	Llama 4 Scout· Meta	6.5	$0.10
126	Phi 4 Mini Instruct· Microsoft	6.3	n/a
127	Qwen3.5 0.8B· Alibaba	6.1	n/a
128	Phi 4· Microsoft	5.9	$0.07
129	Phi 4 Multimodal Instruct· Microsoft	5.8	n/a
130	Reka Flash 3· rekaai	5.7	$0.10
131	Granite 4.0 Micro· ibm-granite	5.1	$0.02
132	Molmo2 8B· allenai	5.0	n/a
133	LFM2-24B-A2B· liquid	5.0	$0.03
134	Phi 4 Mini Instruct· Microsoft	3.0	$0.08
135	LFM2.5-1.2B-Thinking (free)· liquid	2.8	$0.00
136	LFM2.5-1.2B-Instruct (free)· liquid	2.7	$0.00