Browse models by modality

Global rankings (all categories), the Multimodal model leaderboard below, and modality shortcuts (LLM, image, video, multimodal).

Multimodal model leaderboard (all)

Multimodal model leaderboard

Name: Multimodal model leaderboard entities
Creator: AI Hippo
License: https://ai-hippo.com/en/terms/

Multimodal models from OpenRouter listings; composite score is a context/price proxy (not a benchmark).

Updated: 2026-08-02 · 16m ago

Data sources & methodology

Source: OpenRouter

Metrics: context_length_desc + avg_price_asc + owner_diversity

Update cadence: daily

Fetched at: 2026-08-02T08:01:34.805Z

Data version: v20260802T080134Z

Data size: 20

Method: webx-ranking-v2

Rank	Model	Vendor	Type	Listing score	Key metric	1M tokens (avg)
1	xAI: Grok 4.20	🇺🇸 xAI	Multimodal	99.9	2.0M ctx	$1.88
2	Meta: Llama 4 Scout	🇺🇸 Meta	Multimodal	91.7	1.3M ctx	$0.20
3	Google: Lyria 3 Pro Preview	🇺🇸 Google	Multimodal	87.9	1.0M ctx	$0.00
4	Xiaomi: MiMo-V2.5	🇨🇳 Xiaomi	Multimodal	87.7	1.1M ctx	$0.21
5	OpenAI: GPT-5.6 Luna Pro	🇺🇸 OpenAI	Multimodal	87.5	1.1M ctx	$0.35
6	Qwen: Qwen3.7 Flash	🇨🇳 Qwen	Multimodal	87.2	1.0M ctx	$0.08
7	MiniMax: MiniMax M3	🇨🇳 MiniMax	Multimodal	86.9	1.0M ctx	$0.75
8	Amazon: Nova 2 Lite	🇺🇸 Amazon	Multimodal	85.2	1.0M ctx	$1.40
9	Thinking Machines: Inkling	Thinking Machines	Multimodal	84.4	1.0M ctx	$2.52
10	Meta: Muse Spark 1.1	🇺🇸 Meta	Multimodal	84	1.0M ctx	$2.75
11	Google Gemini Flash Latest	🇺🇸 Google	Multimodal	81.5	1.0M ctx	$4.50
12	Anthropic: Claude Sonnet 5	🇺🇸 Anthropic	Multimodal	78.6	1.0M ctx	$6.00
13	Anthropic Claude Sonnet Latest	🇺🇸 Anthropic	Multimodal	78.6	1.0M ctx	$6.00
14	MoonshotAI Kimi Latest	🇨🇳 MoonshotAI	Multimodal	75.8	1.0M ctx	$8.45
15	Nex AGI: Nex-N2-Mini	🇺🇸 Nex AGI	Multimodal	75.8	262k ctx	$0.06
16	Mistral: Ministral 3 8B 2512 ≈5 GB VRAM (low-end 4-bit inference estimate)	🇫🇷 Mistral AI	Multimodal	75.7	262k ctx	$0.15
17	MoonshotAI: Kimi K3	🇨🇳 MoonshotAI	Multimodal	75	1.0M ctx	$9.00
18	xAI: Grok Latest	🇺🇸 xAI	Multimodal	73.8	500k ctx	$4.00
19	OpenAI GPT Latest	🇺🇸 OpenAI	Multimodal	62.8	1.1M ctx	$17.50
20	Sakana: Fugu Ultra	🇯🇵 Sakana	Multimodal	62	1.0M ctx	$17.50

List prices in this table use OpenRouter as the primary listing source. Official vendor rows are on the Token hub. Fetched: 2026-08-02T08:01:34.805Z.