Research · Benchmark profile

AA-Omniscience

Artificial Analysis knowledge and hallucination benchmark measuring factual recall across economically relevant domains.

Ranking weightedCurrent / rollingActive93 models

Data verified 15 July 2026 · Methodology 1.2.0

Benchmark score on AA-Omniscience

Leaderboard · 93 models

Muse Spark 1.1 leads at 40.6%, followed by Claude Fable 5 (40.1 index) and Gemini 3.1 Pro Preview (32.9 index).

Ranking · 1.5%ResearchCurrent

#1Closed

Claude Fable 5

Anthropic

claude-fable-5

40.1 index

Overall #2 · Context 1M tokens

#3Closed

Gemini 3.1 Pro Preview

Google

gemini-3.1-pro-preview

32.9 index

Overall #42 · Context 1.05M tokens

Visual analysis

See the field, not just the table.

Three views of the same sourced leaderboard: model placement, the score curve, and descriptive provider averages. These visuals never alter ranking calculations.

ModelsColours

MetaAnthropicGooglexAIOpenAIMoonshot AIAlibaba Cloud

Leaderboard bars

20 ranked models · higher is better

View accessible chart data

Accessible data for Leaderboard bars
Model	Rank	Provider	Score
Muse Spark 1.1	#1	Meta	40.6%
Claude Fable 5	#2	Anthropic	40.1 index
Gemini 3.1 Pro Preview	#3	Google	32.9 index
Claude Opus 4.8	#4	Anthropic	27.4 index
Grok 4.5	#5	xAI	26.4 index
Claude Opus 4.7	#6	Anthropic	26.2 index
Gemini 3.5 Flash	#7	Google	22.7 index
GPT-5.6 Sol	#8	OpenAI	21.7 index
GPT-5.5	#9	OpenAI	20.1 index
Kimi K3	#10	Moonshot AI	18.4 index
Grok 4.3	#11	xAI	18.3 index
Gemini 3 Pro	#12	Google	15.8 index
Grok 4.20	#13	xAI	15.3 index
Claude Sonnet 5	#14	Anthropic	15.3 index
Qwen3.7-Max	#15	Alibaba Cloud	14.1 index
Claude Opus 4.6	#16	Anthropic	13.5 index
Claude Opus 4.5	#17	Anthropic	13.3 index
Claude Sonnet 4.6	#18	Anthropic	12.4 index
Gemini 3 Flash	#19	Google	11.6 index
Qwen3.6 Max	#20	Alibaba Cloud	10.2 index

Score curve

Shows how quickly scores separate down the field

View accessible chart data

Accessible data for Score curve
Model	Rank	Provider	Score
Muse Spark 1.1	#1	Meta	40.6%
Claude Fable 5	#2	Anthropic	40.1 index
Gemini 3.1 Pro Preview	#3	Google	32.9 index
Claude Opus 4.8	#4	Anthropic	27.4 index
Grok 4.5	#5	xAI	26.4 index
Claude Opus 4.7	#6	Anthropic	26.2 index
Gemini 3.5 Flash	#7	Google	22.7 index
GPT-5.6 Sol	#8	OpenAI	21.7 index
GPT-5.5	#9	OpenAI	20.1 index
Kimi K3	#10	Moonshot AI	18.4 index
Grok 4.3	#11	xAI	18.3 index
Gemini 3 Pro	#12	Google	15.8 index
Grok 4.20	#13	xAI	15.3 index
Claude Sonnet 5	#14	Anthropic	15.3 index
Qwen3.7-Max	#15	Alibaba Cloud	14.1 index
Claude Opus 4.6	#16	Anthropic	13.5 index
Claude Opus 4.5	#17	Anthropic	13.3 index
Claude Sonnet 4.6	#18	Anthropic	12.4 index
Gemini 3 Flash	#19	Google	11.6 index
Qwen3.6 Max	#20	Alibaba Cloud	10.2 index

Provider profile

Average within the visible cohort · descriptive only

View accessible chart data

Accessible data for Provider profile
Provider	Models	Average score
Meta	1	40.6%
Anthropic	7	21.2%
OpenAI	2	20.9%
Google	4	20.7%
xAI	3	20.0%
Moonshot AI	1	18.4%
Alibaba Cloud	2	12.1%

Benchmark score table (93 models)

One best score per model · higher is better

AA-Omniscience leaderboard ranked by score
Rank	Model	Provider	License	Score
#1	Muse Spark 1.1 muse-spark-1-1	Meta	closed	40.6%
#2	Claude Fable 5 claude-fable-5	Anthropic	closed	40.1 index
#3	Gemini 3.1 Pro Preview gemini-3.1-pro-preview	Google	closed	32.9 index
#4	Claude Opus 4.8 claude-opus-4-8	Anthropic	closed	27.4 index
#5	Grok 4.5 grok-4.5	xAI	closed	26.4 index
#6	Claude Opus 4.7 claude-opus-4-7	Anthropic	closed	26.2 index
#7	Gemini 3.5 Flash gemini-3.5-flash	Google	closed	22.7 index
#8	GPT-5.6 Sol gpt-5.6-sol	OpenAI	closed	21.7 index
#9	GPT-5.5 gpt-5.5	OpenAI	closed	20.1 index
#10	Kimi K3 kimi-k3	Moonshot AI	closed	18.4 index
#11	Grok 4.3 grok-4.3	xAI	closed	18.3 index
#12	Gemini 3 Pro gemini-3-pro	Google	closed	15.8 index
#13	Grok 4.20 grok-4.20	xAI	closed	15.3 index
#14	Claude Sonnet 5 claude-sonnet-5	Anthropic	closed	15.3 index
#15	Qwen3.7-Max qwen3.7-max	Alibaba Cloud	—	14.1 index
#16	Claude Opus 4.6 claude-opus-4-6	Anthropic	closed	13.5 index
#17	Claude Opus 4.5 claude-opus-4-5	Anthropic	closed	13.3 index
#18	Claude Sonnet 4.6 claude-sonnet-4-6	Anthropic	closed	12.4 index
#19	Gemini 3 Flash gemini-3-flash	Google	closed	11.6 index
#20	Qwen3.6 Max qwen3.6-max	Alibaba Cloud	closed	10.2 index
#21	GPT-5.3-Codex gpt-5.3-codex	OpenAI	closed	9.9 index
#22	Kimi K2.6 kimi-k2.6	Moonshot AI	open	6.4 index
#23	GPT-5.4 gpt-5.4	OpenAI	closed	5.7 index
#24	GPT-5.1 gpt.5.1	OpenAI	closed	5.5 index
#25	MiMo-V2-Pro mimo-v2-pro	Xiaomi	closed	4.9 index
#26	Muse Spark muse-spark	Meta	closed	4.1 index
#27	GLM-5.2 glm-5-2	Z.AI	open	4.0 index
#28	Grok 4 grok-4	xAI	closed	3.8 index
#29	MiMo-V2.5-Pro mimo-v2-5-pro	Xiaomi	closed	3.6 index
#30	Qwen3.6 Plus qwen3-6-plus	Alibaba Cloud	closed	2.6 index
#31	Qwen3.7-Plus qwen3.7-plus	Alibaba Cloud	—	2.4 index
#32	GLM-5 glm-5	Z.AI	open	2 index
#33	GLM-5.1 glm-5-1	Z.AI	open	1.9 index
#34	MiniMax M3 MiniMax-M3	MiniMax	—	1.4 index
#35	MiniMax M2.7 minimax-m2-7	MiniMax	open	0.7 index
#36	Claude Sonnet 4.5 claude-sonnet-4-5	Anthropic	closed	0.3 index
#37	Claude Sonnet 3.7 claude-3-7-sonnet	Anthropic	closed	0.3 index
#38	Claude Sonnet 4 claude-sonnet-4	Anthropic	closed	0.2 index
#39	Claude Haiku 4.5 claude-haiku-4-5-20251001	Anthropic	closed	0 index
#40	Command A+ command-a-plus	Cohere	open	0 index
#41	DeepSeek V3.1 Terminus deepseek-v3.1-terminus	DeepSeek	open	0 index
#42	DeepSeek V3.2 deepseek-v3.2	DeepSeek	open	0 index
#43	DeepSeek V4 Flash deepseek-v4-flash	DeepSeek	open	0 index
#44	DeepSeek V4 Pro deepseek-v4-pro	DeepSeek	open	0 index
#45	Gemini 2.5 Flash gemini-2.5-flash	Google	closed	0 index
#46	Gemini 2.5 Pro gemini-2.5-pro	Google	closed	0 index
#47	Gemini 3.1 Flash-Lite gemini-3.1-flash-lite	Google	closed	0 index
#48	Gemma 4 12B gemma-4-12b	Google	open	0 index
#49	Gemma 4 26B gemma-4-26b-a4b	Google	open	0 index
#50	Gemma 4 31B gemma-4-31b	Google	open	0 index
#51	GLM-4.6 glm-4.6	Z.AI	open	0 index
#52	GLM-4.7 glm-4.7	Z.AI	open	0 index
#53	GLM-5-Turbo glm-5-turbo	Z.AI	closed	0 index
#54	GLM-5V-Turbo glm-5v-turbo	Z.AI	closed	0 index
#55	GPT-5 gpt-5	OpenAI	closed	0 index
#56	GPT-5 Codex gpt-5-codex	OpenAI	closed	0 index
#57	GPT-5 mini gpt-5-mini	OpenAI	closed	0 index
#58	GPT-5.2 gpt-5.2	OpenAI	closed	0 index
#59	GPT-5.2 Codex gpt-5.2-codex	OpenAI	closed	0 index
#60	GPT-5.4 mini gpt-5.4-mini	OpenAI	closed	0 index
#61	GPT-5.4 nano gpt.5.4.nano	OpenAI	closed	0 index
#62	GPT-5.6 Luna gpt-5.6-luna	OpenAI	closed	0 index
#63	GPT-5.6 Terra gpt-5.6-terra	OpenAI	closed	0 index
#64	Grok 3 mini grok-3-mini	xAI	closed	0 index
#65	Grok 4 Fast grok-4-fast	xAI	closed	0 index
#66	Grok Code Fast 1 grok-code-fast-1	xAI	closed	0 index
#67	Kimi K2 0905 kimi-k2-0905	Moonshot AI	open	0 index
#68	Kimi K2 Thinking kimi-k2-thinking	Moonshot AI	open	0 index
#69	Kimi K2.5 kimi-k2.5	Moonshot AI	—	0 index
#70	Kimi K2.7 Code kimi-k2.7-code	Moonshot AI	open	0 index
#71	Ling 2.6 1T ling-2.6-1t	InclusionAI	open	0 index
#72	MiMo-V2-Flash mimo-v2-flash	Xiaomi	open	0 index
#73	MiMo-V2-Omni mimo-v2-omni	Xiaomi	closed	0 index
#74	MiMo-V2.5 mimo-v2.5	Xiaomi	open	0 index
#75	MiniMax M2 minimax-m2	MiniMax	open	0 index
#76	MiniMax M2.1 minimax-m2.1	MiniMax	open	0 index
#77	MiniMax M2.5 minimax-m2.5	MiniMax	open	0 index
#78	Mistral Large 3 mistral-large-2512	Mistral AI	open	0 index
#79	Mistral Medium 3.5 mistral-medium-3-5	Mistral AI	open	0 index
#80	Mistral Small 4 mistral-small-2603	Mistral AI	open	0 index
#81	Nemotron 3 Super nemotron-3-super-120b	NVIDIA	open	0 index
#82	Nemotron 3 Ultra nemotron-3-ultra-550b	NVIDIA	open	0 index
#83	Nova 2 Pro nova-2-pro-preview	Amazon	closed	0 index
#84	o1 o1	OpenAI	closed	0 index
#85	o3 o3	OpenAI	closed	0 index
#86	o4-mini o4-mini	OpenAI	closed	0 index
#87	Qwen3 Max qwen3-max	Alibaba Cloud	closed	0 index
#88	Qwen3.5 122B qwen3.5-122b-a10b	Alibaba Cloud	open	0 index
#89	Qwen3.5 27B qwen3.5-27b	Alibaba Cloud	open	0 index
#90	Qwen3.5 35B qwen3.5-35b-a3b	Alibaba Cloud	open	0 index
#91	Qwen3.5 397B qwen3.5-397b-a17b	Alibaba Cloud	open	0 index
#92	Qwen3.5 Omni Plus qwen3.5-omni-plus	Alibaba Cloud	closed	0 index
#93	Qwen3.6 27B qwen3.6-27b	Alibaba Cloud	open	0 index

The top of this snapshot is led by Muse Spark 1.1 at 40.6%; third place is 7.7 points behind. The top-10 spread is 22.2 points.

Compare top models

Muse Spark 1.1 vs Claude Fable 5 Claude Fable 5 vs Gemini 3.1 Pro Preview Gemini 3.1 Pro Preview vs Claude Opus 4.8 Claude Opus 4.8 vs Grok 4.5

About AA-Omniscience

Definition and scoring

Organisation: Artificial Analysis
Category: Research
Version: Not evaluated
Direction: higher is better
Ranking use: Weighted 1.5%
Contamination risk: Unknown

Artificial Analysis knowledge and hallucination benchmark measuring factual recall across economically relevant domains. Results stay tied to the exact model variant and evaluation system. Multiple systems for the same model use the best published score on this page; overall Lumina scoring uses the median of ranking-eligible rows.

Open benchmark source ↗

FAQ

Quick answers

What does AA-Omniscience measure?

Artificial Analysis knowledge and hallucination benchmark measuring factual recall across economically relevant domains.

Which model scores highest on AA-Omniscience?

Muse Spark 1.1 by Meta currently leads with 40.6%.

How many models are evaluated on AA-Omniscience?

93 models in the LuminaBench cohort have a qualifying score on this benchmark.

Does this affect overall Lumina rank?

Yes. This family is ranking-weighted at 1.5% of its capability category. Muse Spark 1.1 is overall #7.

MMLU-Pro

Rolling · 22 results · Weighted 3.5%

SimpleQA

Rolling · 2 results · Weighted 3.5%

PaperBench

Rolling · 2 results · Weighted 3.5%

Finance Agent v2

v2 · 4 results · Not Weighted

BenchLM Knowledge prior

bench-align-v5.1 · 33 results · Weighted 1.6%

AA Long Context Reasoning

Rolling · 96 results · Weighted 1.5%

Research · Benchmark profile

AA-Omniscience

Artificial Analysis knowledge and hallucination benchmark measuring factual recall across economically relevant domains.

Ranking weightedCurrent / rollingActive93 models

Data verified 15 July 2026 · Methodology 1.2.0

Benchmark score on AA-Omniscience

Leaderboard · 93 models

Muse Spark 1.1 leads at 40.6%, followed by Claude Fable 5 (40.1 index) and Gemini 3.1 Pro Preview (32.9 index).

Ranking · 1.5%ResearchCurrent

#1Closed

Muse Spark 1.1

Claude Fable 5

Anthropic

claude-fable-5

40.1 index

Overall #2 · Context 1M tokens

#3Closed

Gemini 3.1 Pro Preview

Google

gemini-3.1-pro-preview

32.9 index

Overall #42 · Context 1.05M tokens

Visual analysis

See the field, not just the table.

Three views of the same sourced leaderboard: model placement, the score curve, and descriptive provider averages. These visuals never alter ranking calculations.

ModelsColours

MetaAnthropicGooglexAIOpenAIMoonshot AIAlibaba Cloud

Leaderboard bars

20 ranked models · higher is better

View accessible chart data

Accessible data for Leaderboard bars
Model	Rank	Provider	Score
Muse Spark 1.1	#1	Meta	40.6%
Claude Fable 5	#2	Anthropic	40.1 index
Gemini 3.1 Pro Preview	#3	Google	32.9 index
Claude Opus 4.8	#4	Anthropic	27.4 index
Grok 4.5	#5	xAI	26.4 index
Claude Opus 4.7	#6	Anthropic	26.2 index
Gemini 3.5 Flash	#7	Google	22.7 index
GPT-5.6 Sol	#8	OpenAI	21.7 index
GPT-5.5	#9	OpenAI	20.1 index
Kimi K3	#10	Moonshot AI	18.4 index
Grok 4.3	#11	xAI	18.3 index
Gemini 3 Pro	#12	Google	15.8 index
Grok 4.20	#13	xAI	15.3 index
Claude Sonnet 5	#14	Anthropic	15.3 index
Qwen3.7-Max	#15	Alibaba Cloud	14.1 index
Claude Opus 4.6	#16	Anthropic	13.5 index
Claude Opus 4.5	#17	Anthropic	13.3 index
Claude Sonnet 4.6	#18	Anthropic	12.4 index
Gemini 3 Flash	#19	Google	11.6 index
Qwen3.6 Max	#20	Alibaba Cloud	10.2 index

Score curve

Shows how quickly scores separate down the field

View accessible chart data

Accessible data for Score curve
Model	Rank	Provider	Score
Muse Spark 1.1	#1	Meta	40.6%
Claude Fable 5	#2	Anthropic	40.1 index
Gemini 3.1 Pro Preview	#3	Google	32.9 index
Claude Opus 4.8	#4	Anthropic	27.4 index
Grok 4.5	#5	xAI	26.4 index
Claude Opus 4.7	#6	Anthropic	26.2 index
Gemini 3.5 Flash	#7	Google	22.7 index
GPT-5.6 Sol	#8	OpenAI	21.7 index
GPT-5.5	#9	OpenAI	20.1 index
Kimi K3	#10	Moonshot AI	18.4 index
Grok 4.3	#11	xAI	18.3 index
Gemini 3 Pro	#12	Google	15.8 index
Grok 4.20	#13	xAI	15.3 index
Claude Sonnet 5	#14	Anthropic	15.3 index
Qwen3.7-Max	#15	Alibaba Cloud	14.1 index
Claude Opus 4.6	#16	Anthropic	13.5 index
Claude Opus 4.5	#17	Anthropic	13.3 index
Claude Sonnet 4.6	#18	Anthropic	12.4 index
Gemini 3 Flash	#19	Google	11.6 index
Qwen3.6 Max	#20	Alibaba Cloud	10.2 index

Provider profile

Average within the visible cohort · descriptive only

View accessible chart data

Accessible data for Provider profile
Provider	Models	Average score
Meta	1	40.6%
Anthropic	7	21.2%
OpenAI	2	20.9%
Google	4	20.7%
xAI	3	20.0%
Moonshot AI	1	18.4%
Alibaba Cloud	2	12.1%

Benchmark score table (93 models)

One best score per model · higher is better

AA-Omniscience leaderboard ranked by score
Rank	Model	Provider	License	Score
#1	Muse Spark 1.1 muse-spark-1-1	Meta	closed	40.6%
#2	Claude Fable 5 claude-fable-5	Anthropic	closed	40.1 index
#3	Gemini 3.1 Pro Preview gemini-3.1-pro-preview	Google	closed	32.9 index
#4	Claude Opus 4.8 claude-opus-4-8	Anthropic	closed	27.4 index
#5	Grok 4.5 grok-4.5	xAI	closed	26.4 index
#6	Claude Opus 4.7 claude-opus-4-7	Anthropic	closed	26.2 index
#7	Gemini 3.5 Flash gemini-3.5-flash	Google	closed	22.7 index
#8	GPT-5.6 Sol gpt-5.6-sol	OpenAI	closed	21.7 index
#9	GPT-5.5 gpt-5.5	OpenAI	closed	20.1 index
#10	Kimi K3 kimi-k3	Moonshot AI	closed	18.4 index
#11	Grok 4.3 grok-4.3	xAI	closed	18.3 index
#12	Gemini 3 Pro gemini-3-pro	Google	closed	15.8 index
#13	Grok 4.20 grok-4.20	xAI	closed	15.3 index
#14	Claude Sonnet 5 claude-sonnet-5	Anthropic	closed	15.3 index
#15	Qwen3.7-Max qwen3.7-max	Alibaba Cloud	—	14.1 index
#16	Claude Opus 4.6 claude-opus-4-6	Anthropic	closed	13.5 index
#17	Claude Opus 4.5 claude-opus-4-5	Anthropic	closed	13.3 index
#18	Claude Sonnet 4.6 claude-sonnet-4-6	Anthropic	closed	12.4 index
#19	Gemini 3 Flash gemini-3-flash	Google	closed	11.6 index
#20	Qwen3.6 Max qwen3.6-max	Alibaba Cloud	closed	10.2 index
#21	GPT-5.3-Codex gpt-5.3-codex	OpenAI	closed	9.9 index
#22	Kimi K2.6 kimi-k2.6	Moonshot AI	open	6.4 index
#23	GPT-5.4 gpt-5.4	OpenAI	closed	5.7 index
#24	GPT-5.1 gpt.5.1	OpenAI	closed	5.5 index
#25	MiMo-V2-Pro mimo-v2-pro	Xiaomi	closed	4.9 index
#26	Muse Spark muse-spark	Meta	closed	4.1 index
#27	GLM-5.2 glm-5-2	Z.AI	open	4.0 index
#28	Grok 4 grok-4	xAI	closed	3.8 index
#29	MiMo-V2.5-Pro mimo-v2-5-pro	Xiaomi	closed	3.6 index
#30	Qwen3.6 Plus qwen3-6-plus	Alibaba Cloud	closed	2.6 index
#31	Qwen3.7-Plus qwen3.7-plus	Alibaba Cloud	—	2.4 index
#32	GLM-5 glm-5	Z.AI	open	2 index
#33	GLM-5.1 glm-5-1	Z.AI	open	1.9 index
#34	MiniMax M3 MiniMax-M3	MiniMax	—	1.4 index
#35	MiniMax M2.7 minimax-m2-7	MiniMax	open	0.7 index
#36	Claude Sonnet 4.5 claude-sonnet-4-5	Anthropic	closed	0.3 index
#37	Claude Sonnet 3.7 claude-3-7-sonnet	Anthropic	closed	0.3 index
#38	Claude Sonnet 4 claude-sonnet-4	Anthropic	closed	0.2 index
#39	Claude Haiku 4.5 claude-haiku-4-5-20251001	Anthropic	closed	0 index
#40	Command A+ command-a-plus	Cohere	open	0 index
#41	DeepSeek V3.1 Terminus deepseek-v3.1-terminus	DeepSeek	open	0 index
#42	DeepSeek V3.2 deepseek-v3.2	DeepSeek	open	0 index
#43	DeepSeek V4 Flash deepseek-v4-flash	DeepSeek	open	0 index
#44	DeepSeek V4 Pro deepseek-v4-pro	DeepSeek	open	0 index
#45	Gemini 2.5 Flash gemini-2.5-flash	Google	closed	0 index
#46	Gemini 2.5 Pro gemini-2.5-pro	Google	closed	0 index
#47	Gemini 3.1 Flash-Lite gemini-3.1-flash-lite	Google	closed	0 index
#48	Gemma 4 12B gemma-4-12b	Google	open	0 index
#49	Gemma 4 26B gemma-4-26b-a4b	Google	open	0 index
#50	Gemma 4 31B gemma-4-31b	Google	open	0 index
#51	GLM-4.6 glm-4.6	Z.AI	open	0 index
#52	GLM-4.7 glm-4.7	Z.AI	open	0 index
#53	GLM-5-Turbo glm-5-turbo	Z.AI	closed	0 index
#54	GLM-5V-Turbo glm-5v-turbo	Z.AI	closed	0 index
#55	GPT-5 gpt-5	OpenAI	closed	0 index
#56	GPT-5 Codex gpt-5-codex	OpenAI	closed	0 index
#57	GPT-5 mini gpt-5-mini	OpenAI	closed	0 index
#58	GPT-5.2 gpt-5.2	OpenAI	closed	0 index
#59	GPT-5.2 Codex gpt-5.2-codex	OpenAI	closed	0 index
#60	GPT-5.4 mini gpt-5.4-mini	OpenAI	closed	0 index
#61	GPT-5.4 nano gpt.5.4.nano	OpenAI	closed	0 index
#62	GPT-5.6 Luna gpt-5.6-luna	OpenAI	closed	0 index
#63	GPT-5.6 Terra gpt-5.6-terra	OpenAI	closed	0 index
#64	Grok 3 mini grok-3-mini	xAI	closed	0 index
#65	Grok 4 Fast grok-4-fast	xAI	closed	0 index
#66	Grok Code Fast 1 grok-code-fast-1	xAI	closed	0 index
#67	Kimi K2 0905 kimi-k2-0905	Moonshot AI	open	0 index
#68	Kimi K2 Thinking kimi-k2-thinking	Moonshot AI	open	0 index
#69	Kimi K2.5 kimi-k2.5	Moonshot AI	—	0 index
#70	Kimi K2.7 Code kimi-k2.7-code	Moonshot AI	open	0 index
#71	Ling 2.6 1T ling-2.6-1t	InclusionAI	open	0 index
#72	MiMo-V2-Flash mimo-v2-flash	Xiaomi	open	0 index
#73	MiMo-V2-Omni mimo-v2-omni	Xiaomi	closed	0 index
#74	MiMo-V2.5 mimo-v2.5	Xiaomi	open	0 index
#75	MiniMax M2 minimax-m2	MiniMax	open	0 index
#76	MiniMax M2.1 minimax-m2.1	MiniMax	open	0 index
#77	MiniMax M2.5 minimax-m2.5	MiniMax	open	0 index
#78	Mistral Large 3 mistral-large-2512	Mistral AI	open	0 index
#79	Mistral Medium 3.5 mistral-medium-3-5	Mistral AI	open	0 index
#80	Mistral Small 4 mistral-small-2603	Mistral AI	open	0 index
#81	Nemotron 3 Super nemotron-3-super-120b	NVIDIA	open	0 index
#82	Nemotron 3 Ultra nemotron-3-ultra-550b	NVIDIA	open	0 index
#83	Nova 2 Pro nova-2-pro-preview	Amazon	closed	0 index
#84	o1 o1	OpenAI	closed	0 index
#85	o3 o3	OpenAI	closed	0 index
#86	o4-mini o4-mini	OpenAI	closed	0 index
#87	Qwen3 Max qwen3-max	Alibaba Cloud	closed	0 index
#88	Qwen3.5 122B qwen3.5-122b-a10b	Alibaba Cloud	open	0 index
#89	Qwen3.5 27B qwen3.5-27b	Alibaba Cloud	open	0 index
#90	Qwen3.5 35B qwen3.5-35b-a3b	Alibaba Cloud	open	0 index
#91	Qwen3.5 397B qwen3.5-397b-a17b	Alibaba Cloud	open	0 index
#92	Qwen3.5 Omni Plus qwen3.5-omni-plus	Alibaba Cloud	closed	0 index
#93	Qwen3.6 27B qwen3.6-27b	Alibaba Cloud	open	0 index

The top of this snapshot is led by Muse Spark 1.1 at 40.6%; third place is 7.7 points behind. The top-10 spread is 22.2 points.

Compare top models

Muse Spark 1.1 vs Claude Fable 5 Claude Fable 5 vs Gemini 3.1 Pro Preview Gemini 3.1 Pro Preview vs Claude Opus 4.8 Claude Opus 4.8 vs Grok 4.5

About AA-Omniscience

Definition and scoring

Organisation: Artificial Analysis
Category: Research
Version: Not evaluated
Direction: higher is better
Ranking use: Weighted 1.5%
Contamination risk: Unknown

Open benchmark source ↗

FAQ

Quick answers

What does AA-Omniscience measure?

Artificial Analysis knowledge and hallucination benchmark measuring factual recall across economically relevant domains.

Which model scores highest on AA-Omniscience?

Muse Spark 1.1 by Meta currently leads with 40.6%.

How many models are evaluated on AA-Omniscience?

93 models in the LuminaBench cohort have a qualifying score on this benchmark.

Does this affect overall Lumina rank?

Yes. This family is ranking-weighted at 1.5% of its capability category. Muse Spark 1.1 is overall #7.

MMLU-Pro

Rolling · 22 results · Weighted 3.5%

SimpleQA

Rolling · 2 results · Weighted 3.5%

PaperBench

Rolling · 2 results · Weighted 3.5%

Finance Agent v2

v2 · 4 results · Not Weighted

BenchLM Knowledge prior

bench-align-v5.1 · 33 results · Weighted 1.6%

AA Long Context Reasoning

Rolling · 96 results · Weighted 1.5%

Leaderboard · 93 models

Muse Spark 1.1

Claude Fable 5

Gemini 3.1 Pro Preview

See the field, not just the table.

Benchmark score table (93 models)

Compare top models

Definition and scoring

Quick answers

What does AA-Omniscience measure?

Which model scores highest on AA-Omniscience?

How many models are evaluated on AA-Omniscience?

Does this affect overall Lumina rank?

More Research benchmarks

Leaderboard · 93 models

Muse Spark 1.1

Claude Fable 5

Gemini 3.1 Pro Preview

See the field, not just the table.

Benchmark score table (93 models)

Compare top models

Definition and scoring

Quick answers

What does AA-Omniscience measure?

Which model scores highest on AA-Omniscience?

How many models are evaluated on AA-Omniscience?

Does this affect overall Lumina rank?

More Research benchmarks