> For the complete documentation index, see [llms.txt](https://docs.cherryai.com.cn/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.cherryai.com.cn/other/model_rank.md).

# 模型榜单

模型榜单用于辅助比较不同模型的相对表现，不应单独作为选型结论。数据来自 [Arena AI](https://arena.ai/)，由 GitHub Actions 每日自动更新。

选择模型时还应综合考虑任务类型、上下文长度、多模态与工具调用能力、速度、价格、地区可用性和数据政策。排行榜与价格会动态变化，请以页面标注的更新时间和模型服务商官方信息为准。

## 榜单目录

* [Agent 智能体榜单](/other/model_rank/agent.md)：本榜单评测模型在多轮工具调用 / 智能体任务上的综合表现，涵盖净改进率、确认成功率、赞踩比、可控性、Bash 恢复率、工具幻觉率等维度。
* [文本榜单](/other/model_rank/text.md)：本榜单是 Arena AI 最核心的文本对战榜单，根据人类盲投对战估算模型相对实力。
* [搜索榜单](/other/model_rank/search.md)：本榜单评测模型在联网搜索 / 信息检索类任务上的表现。
* [视觉榜单](/other/model_rank/vision.md)：本榜单评测多模态模型在图像理解类任务上的表现。
* [代码 / Web 开发榜单](/other/model_rank/code-webdev.md)：本榜单评测模型在 Web 前端开发（HTML/CSS/JS）任务上的实际表现。
* [文生图榜单](/other/model_rank/text-to-image.md)：本榜单评测文生图模型根据文本提示生成图像的能力。

***

### 💡 获取帮助与提交反馈

如果您在配置或使用过程中遇到任何疑问、Bug 或有功能改进建议，请参考 [反馈与建议](/question-contact/suggestions.md) 中提供的官方渠道。


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