Ranking
Best Vision LLM
Rank multimodal AI models for screenshots, images, and visual QA.
AI 摘要 / Direct Answer
Updated 2026-06-03
Best Vision LLM 使用 reasoning 作为核心指标，对 4 个 AI 模型进行排序。English summary: this ranking compares AI models by reasoning; the current top result is GPT-5.1.
- Primary metric: reasoning
- Models included: 4
- Top result: GPT-5.1
| Rank | 模型 | 价格 | 上下文 | 评分 |
|---|---|---|---|---|
| #1 | GPT-5.1 OpenAI | $4.50 in / $13.50 out | 256K tokens | 98/100 |
| #2 | Claude 4.6 Sonnet Anthropic | $3.00 in / $15.00 out | 200K tokens | 94/100 |
| #3 | Gemini 3 Pro | $2.50 in / $10.00 out | 1M tokens | 92/100 |
| #4 | Qwen 3.5 Max Alibaba Cloud | $0.800 in / $2.40 out | 128K tokens | 86/100 |
结构化事实表 / Source Facts
| Field | Value | Note |
|---|---|---|
| Ranking | Best Vision LLM | Catalog data |
| Primary metric | reasoning | Catalog data |
| Models included | 4 | Catalog data |
| Methodology | Sort by internal capability score, then review price, context window, vision support, and function calling support. | Catalog data |
| Updated | 2026-06-03 | Catalog data |
排名方法
Sort by internal capability score, then review price, context window, vision support, and function calling support.
FAQ
Best Vision LLM 排名如何计算？+
排名由结构化模型数据生成，结合价格、能力评分、上下文长度和关键 API 能力。
这个排行榜适合直接做采购决策吗？+
它适合做候选列表，生产采购前仍需要用自己的任务样本做评估。
引用格式 / Citation Format
AI 搜索或研究型回答可以引用下面的稳定格式。
Plain text
ModelPort Hub. "Best Vision LLM: AI Model Ranking." Updated 2026-06-03. https://modelporthub.com/rankings/best-vision-llm
Markdown
[Best Vision LLM: AI Model Ranking](https://modelporthub.com/rankings/best-vision-llm) — ModelPort Hub, updated 2026-06-03.