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).
Data sources & methodology
Source: OpenRouter
Metrics: context_length_desc + avg_price_asc + owner_diversity
Update cadence: daily
Fetched at: 2026-11-02T14:00:57.658Z
Data version: v20261102T140057Z
Data size: 20
Method: webx-ranking-v2
| Rank | Model | Listing score | Key metric | 1M tokens (avg) |
|---|---|---|---|---|
| 1 | Meta: Llama 4 Scout | 99.9 | 1.3M ctx | $0.20 |
| 2 | Thinking Machines: Inkling Small (free) | 96.5 | 1.0M ctx | $0.00 |
| 3 | Google: Lyria 3 Pro Preview | 96.5 | 1.0M ctx | $0.00 |
| 4 | Z.ai: GLM Flash Latest | 96.5 | 1.0M ctx | $0.06 |
| 5 | Z.ai: GLM 5.3 Flash | 96.5 | 1.0M ctx | $0.06 |
| 6 | DeepSeek: DeepSeek V4.1 Flash (batch) | 95.9 | 1.0M ctx | $0.10 |
| 7 | OpenAI: GPT-6 Luna Pro (batch) | 95.1 | 1.1M ctx | $0.15 |
| 8 | Meta: Muse Spark 1.3 Contributor | 95.1 | 1.0M ctx | $0.15 |
| 9 | Xiaomi: MiMo-V2.6-Flash | 94.2 | 1.1M ctx | $0.21 |
| 10 | DeepSeek: DeepSeek Flash Latest | 93.3 | 1.0M ctx | $0.27 |
| 11 | Particle AI: Particle-1 | 93.1 | 1.0M ctx | $0.28 |
| 12 | OpenAI: GPT Luna Latest | 92.8 | 1.1M ctx | $0.30 |
| 13 | NVIDIA: Nemotron 3.5 Super VL | 92.4 | 1.0M ctx | $0.33 |
| 14 | MiniMax: MiniMax M3.1 Flash | 91.6 | 1.0M ctx | $0.38 |
| 15 | SpaceXAI: Grok 4.20 | 88 | 2.0M ctx | $1.88 |
| 16 | Mistral: Mistral Large 4 | 75.4 | 1.0M ctx | $1.40 |
| 17 | StepFun: Step 5 Preview | 68.4 | 1.0M ctx | $1.85 |
| 18 | Pareto 26.10 | 66 | 1.0M ctx | $2.00 |
| 19 | Pareto Latest | 66 | 1.0M ctx | $2.00 |
| 20 | Google: Gemini Flash Latest | 62 | 1.0M ctx | $2.25 |
List prices in this table use OpenRouter as the primary listing source. Official vendor rows are on the Token hub. Fetched: 2026-11-02T14:00:57.658Z.