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图像生成:AI 工具与模型排行榜

发布于 更新于

Image generation tools turn a text prompt into pictures; this category grades them on prompt adherence, quality, text, consistency, speed, price and licensing.

总分怎么算

权重公开,可以自己重算:总分是下面各维度分数的加权平均。

维度权重
画面质量25%
提示词遵循25%
价格15%
速度10%
一致性10%
文字渲染10%
授权5%

排行

我们在“图像生成”下评过的所有工具和模型,按总分从高到低。

  1. Higgsfield AI 是 Higgsfield Inc. 推出的付费网页平台,把 Veo 3.1、Kling 3.0、Seedance 等 30 多个其他公司的图像和视频模型与自家工具放在一起,有一个有限使用的免费版,付费积分套餐每月 19 美元起。2026 年 2 月,它因「无限」套餐和创作者付款问题遭到公开投诉。

    最适合:
    想同时试多个视频模型、又不想逐家付费的创作者; 做短视频、UGC 风格广告和产品视频的社媒与广告团队
    最大短板:
    用高端模型时积分消耗很快。

    评分

    未计总分

  2. RunningHub 是在云端显卡上运行 ComfyUI 工作流和 AI 应用的平台,出自中国公司海马云,国内版为 runninghub.cn,国际版为 runninghub.ai。到 2026 年,它已从云端 ComfyUI 扩展成一套创作工具,包括共享工作流、托管视频模型、智能体画布和 API。

    最适合:
    显卡显存不到 24 GB 的 ComfyUI 用户; 用现成模板做电商、短视频和 AI 漫剧的国内创作者
    最大短板:
    RunningHub 对你上传和生成的内容拿走很宽的权利。

    评分

    未计总分

常见问题

先给结论,再讲原因、例子、限制和下一步。

What counts as image generation here?

Image generation here means apps that make pictures from a text prompt or a reference image, such as Higgsfield, which runs image models like Nano Banana Pro, Seedream and FLUX next to its video models, and RunningHub, a cloud ComfyUI platform for image workflows. Tools whose main job is changing an existing picture are listed under Image editing, and APIs that sell image models to developers under Image and video APIs.

How is this list ordered?

Entries with a GenGrades score come first, highest total first; the rest follow in alphabetical order. Each one links to its full page.

Where do the facts on these pages come from?

Every fact on a tool page carries its source and the date it was checked: the maker's own pages and terms, public tests and user reports.

来源

来源

  1. GenGrades methodology (gengrades.com), 访问于
  2. Image generation suite v1 prompts (gengrades.com), 访问于

更新记录

更新记录

  1. Placeholder verdict removed; FAQ rewritten to say what is listed here.
  2. Category opened with suite v1 weights.

GenGrades 推荐阅读

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    VideoEnhancer

    VideoEnhancer is a web tool that upscales short MP4 clips to 1080p, 2K or 4K with the FlashVSR model and also compresses, face-swaps and generates video. After a 5-second free trial, 1080p costs 3 credits a second, $0.03 to $0.09 depending on how credits are bought. VideoEnhancer is our own product: it is made by the team behind GenGrades.

  • 工具评测

    LayerGrab

    LayerGrab splits a flat image into up to 16 named, transparent layers over a filled-in background, on the web, in Figma or in Chrome, or pulls out only what you name. Each layer costs $0.10 on its $12 plan, $0.08 on Premium. No independent review exists yet. LayerGrab is our own product: it is made by the team behind GenGrades.

  • 工具评测

    VideoTextRemover

    VideoTextRemover is a web tool that erases burned-in subtitles, captions and other on-screen text from MP4 and MOV videos and repaints what was behind them, up to 1080p. It bills per second processed, about $0.025 to $0.049, with 30 free seconds a month in some countries. VideoTextRemover is our own product: it is made by the team behind GenGrades.

  • 工具评测

    MagicRemover

    MagicRemover is a browser tool that erases people, objects, text, logos and watermarks from photos, and subtitles from videos. Photos get 2 free removals a day, 2 more after sign-in, at about 1 megapixel; beyond that, credits start at $9.90 for 330. MagicRemover is our own product: it is made by the team behind GenGrades.