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ClipdropClipdrop

Jasper（原 InitML，2023 并入 Stability AI，2024-02 售予 Jasper）Jasper (formerly InitML; via Stability AI 2023, sold to Jasper Feb 2024)

免费+订阅Free + subscription 图像编辑工具集Image editing toolkit RelightRelight API向API-focused 归属变更Ownership changes partial lifecycle: active 核验Checked 2026-10-22

Clipdrop 是「单图原子操作」的图像编辑工具集：抠图/去物/重打光（招牌 Relight）/放大/扩图各成一工具；归属三跳（InitML→Stability→Jasper），API 现在走 Jasper 口径。

Clipdrop is the single-image atomic-operation toolkit: cutout/cleanup/relight (its signature)/upscale/uncrop each as a standalone tool; ownership moved three times (InitML→Stability→Jasper, Feb 2024) — API terms now run on Jasper's side.

适合与不适合When to use it, when not to

适合：电商产品图批量处理、抠图/重打光等原子操作、API 集成。不适合：创作向生成、风格一致性、项目管理流。

Fits: e-commerce product-image batches, atomic operations (cutout/relight/upscale), API integration into own products. Not a fit: creation-oriented generation, style consistency, project management flows.

中文生态China availability 国产 / 国内可直接用 / 备案状态 · 快照domestic / direct access / CAC filing · snapshot 2026-10-22

出品属地Origin: 国外出品foreign-made　InitML（巴黎）创立，现归 Jasper（美国）。Founded by InitML (Paris); now under Jasper (US).
国内使用Direct access: 直连不可达direct blocked　clipdrop.co 大陆直连实测 000（2026-10-22，代理下 200 可达）——直连不可达，需网络环境。clipdrop.co measured 000 direct from mainland (2026-10-22; 200 via proxy) — unreachable without a network path.
备案状态CAC filing: 未见于备案名单not in filing list：未见于网信办公示名单（2026-10-22 检索）；该产品未面向大陆公众提供服务，备案不适用。not in the CAC public registry (searched 2026-10-22); the product does not serve the mainland public, so filing does not apply.

备案信息以网信办《生成式人工智能服务已备案信息》公示名单为准（按批次滚动更新，本站只抄编号不解读）；「大陆可直连」是本站从大陆网络直连实测的结果，不是厂商承诺。GitHub 类站点当日实测有波动，口径写在依据里。Filing status is quoted from the CAC public registry (updated batch by batch; this site copies the number and does not interpret it). "Direct access" is this site's own reachability measurement from a mainland network, not a vendor promise. GitHub-hosted sites fluctuated on the measurement day — the note says so.

固定坐标系Fixed coordinate system

8 个维度dimensions, 与同分区其他对象逐项可比each comparable item by item against others in the same section.

模型与开放条件Model & openness: 工具集形态：每个工具背后是专门能力（背景移除/清理/重打光/放大/扩图等，官网逐项列出）；文生图工具用 SD 系模型（官网 FAQ 叙事）。用户选工具不选模型。
Tool-suite form: behind each tool is a dedicated capability (background removal/cleanup/relighting/upscaling/uncrop etc., listed item by item on the official site); the text-to-image tool uses SD-family models (official-site FAQ narrative). Users pick tools, not models.
运行位置Where it runs: 网页（clipdrop.co）+ API（官网 FAQ：API 经 Jasper API 提供）；处理在厂商云端。
Web (clipdrop.co) + API (official FAQ: the API is served via Jasper API); processing happens on the vendor's cloud.
本地文件Local files: 处理结果下载归本地；未见官方声明的账户侧作品库或本机数据面——上传的图片处理后是否留存，条款原文未逐条核验。
Processed results download to local; no officially stated account-side work library or local data surface — whether uploaded images are retained after processing is not verified line by line in the terms text.
关机后的任务Tasks after shutdown: 处理即时（单图原子操作，无队列概念）；无「关机续跑」任务面（未核验到声明）； API 侧批量走调用方自己的并发，平台不提供托管批处理。
Processing is instant (single-image atomic operations, no queue concept); no "keep-running-after-shutdown" task surface (no claim verified); on the API side, batching runs on the caller's own concurrency — the platform offers no managed batch processing.
工具与扩展Tools & extensions: 官网列的工具面：Remove Background、Cleanup、Replace Background、Uncrop、Image Upscaler、 Relight（重打光——官网特色工具）、Text Remover、Universal Resizer、Text to image；编辑工具集是主功能（收录标准 1 满足，见 inventory）。
The tool surface listed on the official site: Remove Background, Cleanup, Replace Background, Uncrop, Image Upscaler, Relight (relighting — the site's signature tool), Text Remover, Universal Resizer, Text to image; the editing toolset is the main function (inclusion criterion 1 satisfied, see inventory).
上下文与记忆Context & memory: 无项目/记忆概念——单张图片进、单张图片出的工具流；上下文完全由调用方（人或 API 集成方）自己管理。
No project/memory concept — a one-image-in, one-image-out tool flow; context is managed entirely by the caller (a human or an API integrator).
权限与限制Permissions & limits: 免费档各工具有每日次数上限（官网 FAQ 口径）；付费档提升上限（D9：价格不采）；训练用途开关未逐条核验。
The free tier has per-tool daily caps (official FAQ framing); paid tiers raise the caps (D9: prices not collected); the training-use switch is not verified line by line.
适合什么任务Best for: 适合：单图原子操作（抠图/去物/重打光/放大）批量处理、电商产品图工作流、API 集成进自有产品。不适合：创作向生成（文生图只是配角）、风格一致性、项目化管理。
Fits: batch single-image atomic operations (cutout/object removal/relighting/upscaling), e-commerce product-image workflows, API integration into your own product. Does not fit: creation-oriented generation (text-to-image is a side act), style consistency, project-based management.

头号误解Top misconception

归属三跳：InitML（2020 创立）→ Stability AI（2023-02 收购）→ Jasper（2024-02 售出）—— 「Stability 旗下」是旧认知，API 条款现在走 Jasper 口径（官网 FAQ 自述）Ownership moved three times: InitML (2020) → Stability AI (Feb 2023) → Jasper (Feb 2024) — 'under Stability' is outdated; API terms now run on Jasper's side (per official FAQ)
「Relight 重打光」是它区别于同类工具集的招牌——按普通抠图工具理解会低估Relight is the signature that separates it from other toolkits — judging it as just another background remover underestimates it
免费档按工具分别限次（每日）——不是全站共享一个额度Free-plan caps are per tool per day — not one shared site-wide quota

未知项清单Known unknowns

各工具背后的具体模型档位（未核验到官方声明）
训练用途开关（未逐条核验）
账户侧是否保留处理历史（未核验到官方声明）
Jasper 对 Clipdrop 产品线的长期投入（未核验到官方声明）

The specific model tiers behind each tool (no official statement verified)
The training-use switch (not verified line by line)
Whether the account side keeps processing history (no official statement verified)
Jasper's long-term investment in the Clipdrop product line (no official statement verified)

证据来源Evidence sources

判断可回到以下一手源复核。本站核验日Every judgement can be rechecked against the primary sources below. Verified on 2026-10-22，内容更新日content updated on 2026-10-22。

类型Type	名称Name	链接Link
official	Clipdrop · 官网（工具面与 FAQ，含归属史自述）Clipdrop · official site (tool surface and FAQ, incl. ownership-history self-account)	https://clipdrop.co
official	Clipdrop · Terms（官方条款，2026-10-22 直抓核验）Clipdrop · Terms (official terms, direct-fetched and verified 2026-10-22)	https://clipdrop.co/terms
changelog	Jasper · Blog（现归属方动态线，changelog）Jasper · Blog (current-owner movement line, changelog)	https://www.jasper.ai/blog

实测记录Measured runs

本档未跑生成质量与速度测试；结论只覆盖能力面与许可面。

实测建议（三条，都指向官方可读页没给的东西）：

Relight 对非产品图（人像/场景）的实际效果边界
免费档各工具限次的实际体验（超限后的行为）
API 迁移到 Jasper 后的端点与旧 Clipdrop API 的兼容情况

This site has not completed measured runs. The coding-oriented test protocol is at protocols/coding/_protocol.md (the coding task suite does not apply to creative products).

Suggested measurements (three, all pointing at things the official readable pages do not give):

Relight's actual effectiveness boundary on non-product images (portraits/scenes)
The real experience of the free tier's per-tool caps (behavior after exceeding them)
Endpoint compatibility between the Jasper-migrated API and the old Clipdrop API