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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
Multimodal models from OpenRouter listings; composite score is a context/price proxy (not a benchmark).
Source: OpenRouter
Metrics: context_length_desc + avg_price_asc + owner_diversity
Update cadence: daily
Fetched at: 2026-06-01T11:48:58.343Z
Data version: v20260601T114858Z
Data size: 20
Method: webx-ranking-v2
OpenRouter catalog snapshot: the shortlist is built with largest context window first, then lowest average USD per 1M tokens (prompt + completion), prioritizing one model per vendor before filling remaining slots. Listing score blends normalized context and price within that shortlist. The table is sorted by Score (high to low) so Rank matches the Score column; ties follow the catalog shortlist order.
| Rank | Model | Vendor | Type | Listing score | Key metric | 1M tokens (avg) |
|---|---|---|---|---|---|---|
| 1 | Meta: Llama 4 Scout | ๐บ๐ธ Meta | Multimodal | 99.9 | 10.0M ctx | $0.19 |
| 2 | xAI: Grok 4.20 | ๐บ๐ธ xAI | Multimodal | 62 | 2.0M ctx | $1.88 |
| 3 | OpenAI: GPT-5.4 | ๐บ๐ธ OpenAI | Multimodal | 62 | 1.1M ctx | $8.75 |
| 4 | OpenAI GPT Latest | ๐บ๐ธ OpenAI | Multimodal | 62 | 1.1M ctx | $17.50 |
| 5 | Google: Gemini 3.1 Pro Preview Custom Tools | ๐บ๐ธ Google | Multimodal | 62 | 1.0M ctx | $7.00 |
| 6 | Xiaomi: MiMo-V2.5 | ๐จ๐ณ Xiaomi | Multimodal | 62 | 1.0M ctx | $0.21 |
| 7 | MiniMax: MiniMax M3 | ๐จ๐ณ MiniMax | Multimodal | 62 | 1.0M ctx | $0.75 |
| 8 | Google Gemini Flash Latest | ๐บ๐ธ Google | Multimodal | 62 | 1.0M ctx | $5.25 |
| 9 | Qwen: Qwen3.5-Flash | ๐จ๐ณ Qwen | Multimodal | 62 | 1.0M ctx | $0.16 |
| 10 | Amazon: Nova 2 Lite | ๐บ๐ธ Amazon | Multimodal | 62 | 1.0M ctx | $1.40 |
| 11 | Anthropic Claude Sonnet Latest | ๐บ๐ธ Anthropic | Multimodal | 62 | 1.0M ctx | $9.00 |
| 12 | Anthropic: Claude Sonnet 4.6 | ๐บ๐ธ Anthropic | Multimodal | 62 | 1.0M ctx | $9.00 |
| 13 | MoonshotAI: Kimi K2.6 (free) | ๐จ๐ณ MoonshotAI | Multimodal | 62 | 262k ctx | $0.00 |
| 14 | Mistral: Ministral 3 8B 2512 โ5 GB VRAM (low-end 4-bit inference estimate) | ๐ซ๐ท Mistral | Multimodal | 62 | 262k ctx | $0.15 |
| 15 | ByteDance Seed: Seed 1.6 Flash | ๐จ๐ณ ByteDance Seed | Multimodal | 62 | 262k ctx | $0.19 |
| 16 | MoonshotAI Kimi Latest | ๐จ๐ณ MoonshotAI | Multimodal | 62 | 262k ctx | $2.05 |
| 17 | NVIDIA: Nemotron 3 Nano Omni (free) | ๐บ๐ธ NVIDIA | Multimodal | 62 | 256k ctx | $0.00 |
| 18 | StepFun: Step 3.7 Flash | ๐จ๐ณ StepFun | Multimodal | 62 | 256k ctx | $0.67 |
| 19 | Z.ai: GLM 5V Turbo | ๐จ๐ณ Z.ai | Multimodal | 62 | 203k ctx | $2.60 |
| 20 | Free Models Router | ๐บ๐ธ Free | Multimodal | 62 | 200k ctx | $0.00 |