Artificial Analysis · Checked 2026-10-02

Multimodal Ranking

GDP.pdf professional document understanding, including visual tables, charts and diagrams; not an audio/video score.

Method GDP.pdf professional document understanding, including visual tables, charts and diagrams; not an audio/video score.

Original scores from one independent snapshot. Each model keeps one evaluation configuration across the task lenses; rounded ties share a rank.

Rank	Model	Provider	Multimodal (%)	State	Coding (%)	Reasoning (%)	Research (Elo)	Agentic (%)
1	GPT-6 Astra max	OpenAI	31%	Measured ↗	59%	55%	1542	68%
1	GPT-6.1 Sol max	OpenAI	31%	Measured ↗	56%	53%	1575	65%
3	Claude Fable 5.1 max · adaptive reasoning · default fallback	Anthropic	26%	Measured ↗	52%	59%	1735	59%
3	Claude Opus 5.5 max · adaptive reasoning · default fallback	Anthropic	26%	Measured ↗	60%	61%	1846	70%
3	Claude Sonnet 5.5 max · adaptive reasoning · default fallback	Anthropic	26%	Measured ↗	64%	55%	1844	71%
6	GPT-6 Sol max	OpenAI	25%	Measured ↗	44%	48%	1505	62%
7	GPT-6 Luna max	OpenAI	23%	Measured ↗	13%	39%	1438	53%
7	Qwen3.8-Max-0902 0902 API snapshot · reasoning enabled	Alibaba Cloud	23%	Measured ↗	39%	43%	1672	56%
9	Gemini 4 Argon high · restricted access	Google	22%	Measured ↗	57%	57%	1611	78%
9	Kimi K3 max	Moonshot AI	22%	Measured ↗	13%	47%	1540	58%
11	Gemini 3.8 Flash high	Google	21%	Measured ↗	20%	48%	1412	60%
12	Grok 4.7 xhigh	xAI	20%	Measured ↗	26%	43%	1695	66%
12	Qwen3.8-Max 0803 release · reasoning enabled	Alibaba Cloud	20%	Measured ↗	19%	43%	1608	49%
14	Grok 4.6 high	xAI	17%	Measured ↗	21%	43%	1609	67%
15	GLM-5.3-Flash AA evaluated Flash configuration	Z.ai	15%	Measured ↗	33%	40%	1645	60%
16	DeepSeek-V4.1-Flash max	DeepSeek	13%	Measured ↗	27%	39%	1600	69%
17	GLM-5.3 max	Z.ai	11%	Measured ↗	42%	42%	1656	62%
18	MiniMax M3 AA evaluated M3 configuration	MiniMax	10%	Measured ↗	2%	39%	1246	21%
19	Mistral Medium 3.5 AA evaluated Medium 3.5 configuration	Mistral	3%	Measured ↗	0%	14%	747	6%

Other catalog models

No score for this exact benchmark in the selected snapshot. Available historical results remain in each profile.

27 other models

Outside this benchmark snapshot

Qwen3.8-Flash-Next

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

Claude Sonnet 5

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

Claude Haiku 4.5

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

Claude Mythos 5.1

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

Gemini 3.8 Flash Cyber

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

GPT-5.6 Sol

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

GPT-5.6 Terra

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

GPT-5.6 Luna

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

Gemini 3.5 Flash

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

Gemini 3.6 Flash

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

Claude Fable 5

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

Claude Opus 5

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

Claude Opus 4.8

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

Claude Opus 4.7

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

DeepSeek V4 Pro

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

DeepSeek V4 Flash

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

OpenAI GPT-5.4

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No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

OpenAI GPT-5.2 Thinking

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No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

Claude Opus 4.6

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

Gemini 3.1 Pro

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

Gemini 3 Pro

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

DeepSeek-R1

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

Gemini 3.7 Flash

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

Qwen3.8-Flash

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

DeepSeek-V3

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

Tencent Hunyuan-Large

—

No score is inferred or assigned a ranking position.

Outside this benchmark snapshot

Hunyuan-T1

—

No score is inferred or assigned a ranking position.

Ranking source

Artificial Analysis Intelligence Index v4.3.2

Original metrics and evaluation configurations remain authoritative. Checked 2026-10-02.

Ranking source

Artificial Analysis methodology

Original metrics and evaluation configurations remain authoritative. Checked 2026-10-02.

Missing evidence is not zero. Higher reasoning effort may cost more, and small margins in rounded scores need not be significant. Full methodology →