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Test scope & comparison notes
These are recorded facts, not a unified ranking. Tested tiers and scope are not consistently recorded. Read pricing with its date and timing with its conditions. Privacy observations reflect visible flows and statements, not a security audit.
Cross-task capability coverage across selected products
Each product is scored independently per task edge; switch tasks below while keeping shared products selected| Task edge | Clipdrop | remover.work | Switch / compare |
|---|---|---|---|
| Background removal | 91/100 1024 × 1024 · PNG | 72/100 1024 × 1024 · PNG | Active task |
| Image upscaling | 88/100 1024×1024 (PNG · 2.0x Unwatermarked) · Historical description; output not attached | Not tested in topic | Compare in task topic → |
| Object removal | 84/100 1024×1024 (Free SD, No Watermark) · Historical description; output not attached | Not tested in topic | Compare in task topic → |
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Browse this task →| Criterion | Clipdrop (by Jasper) Background removal 91/100 Seven-aspect task score Detailed hair handling with upfront size limits and no ads; login is required, free output is 1024px, and HD needs Pro. Tested export 1024 × 1024 · PNG Historical test · 2026-10-16 | remover.work Background removal 72/100 Seven-aspect task score remover.work offers a login-free preview experience for image background removal. Server-side AI processing completed in 31.92s, providing an unwatermarked 1024x1024 transparent PNG preview export (25.0% pixel retention). It achieved 99.86% foreground recall with 0.118% background leak and natural hair transitions; full-resolution 2048x2048 export requires 2 credits (~$0.16-$0.24). Tested export 1024 × 1024 · PNG Historical test · 2026-11-03 |
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| Pricing & rules | ||
| Pricing plans | Current public web Free and monthly Pro plans; API separate · 2026-10-20 Plan · source date Monthly / one-time Annual bill / period Quota & limits 3 plan / billing-period records, all listed; — means that period is not recorded. Recheck confirms Pro at USD 15/month; free removal 20/24h and Pro HD removal 1,000/24h. No annual offer appears on this page; tax and refund details were not separately verified. Cancellation, sources & verification recordSelf-serve cancellation anytime in account settings Official plans and usage terms ↗ · 2026-10-20 Capture 1 ↗ | remover.work credit packs and multimedia cleanup pricing · 2026-11-03 Plan · source date Monthly / one-time Annual bill / period Quota & limits Starter Pack (40 credits)2026-11-03 ↗ USD 4.99 · one-time payment Usage / one-time Usage / one-time 40 credits (approx. 40 images ≤2MP or 10 min video ≤1080p) HD unwatermarked downloads, commercial use, non-expiring credits；$0.12 per credit, approx. $0.50 per min up to 1080p Rules [1] [2]Creator Pack (180 credits)2026-11-03 ↗ USD 14.99 · one-time payment Usage / one-time Usage / one-time 180 credits (approx. 180 images ≤2MP or 45 min video ≤1080p) HD unwatermarked downloads, commercial use, non-expiring credits；Most popular pack (save 33%), $0.08 per credit, approx. $0.33 per min up to 1080p Rules [1] [2]Studio Pack (800 credits)2026-11-03 ↗ USD 49.99 · one-time payment Usage / one-time Usage / one-time 800 credits (approx. 800 images ≤2MP or 200 min video ≤1080p) HD unwatermarked downloads, commercial use, non-expiring credits；Studio pack (save 50%), $0.06 per credit, approx. $0.25 per min up to 1080p Rules [1] [2]3 plan / billing-period records, all listed; — means that period is not recorded. All tiers are one-time pay-as-you-go credit packages with no subscriptions. Credits never expire and only deduct upon job success (0 cost for failed jobs). Free tier covers 1024px image previews and 5s full-resolution unwatermarked video previews. Cancellation, sources & verification recordCancellation and refund terms unverified remover.work Official Pricing ↗ · 2026-11-03 Capture 1 ↗ |
| Free & trial allowance on the test date | 20 images per 24 hours (20/24h) on free logged-in accounts; up to 10 images per batch queue | Free preview up to 1024px max long edge for image background removal with no hard daily cap; exporting 2048px original consumes 2 credits |
| Cancellation & refunds | Self-serve cancellation anytime in account settings | Not verified |
| Disclosure of costs & limits | Login prompt appears on clicking 'Remove background'; 1024×1024 SD cap is disclosed via modal before processing | Not verified |
| Task quality | ||
| Measured fixture results | Edge error MAD: 0.0733 (Lower is better) · Global error SAD(k): 28.434 (Lower is better) · Foreground retention: 99.950% (Higher is better) · Background residue: 0.014% (Lower is better) | Edge error MAD: 0.1122 (Lower is better) · Global error SAD(k): 41.078 (Lower is better) · Foreground retention: 99.860% (Higher is better) · Background residue: 0.118% (Lower is better) |
| Fixture findings | Fine hair transitions with little background residue in this portrait test; coverage is limited to the recorded fixture. | On the Mode A curly hair portrait benchmark (anchor_bgremove_v1), remover.work produced a 1024x1024 RGBA transparent PNG with transition band error mad_band=0.1122 and global error SAD(k)=41.08. Foreground hair recall reached 99.86% with minimal 0.118% background leak and zero fake checkerboard artifacts. |
| Original historical observation | Ranked #1 in edge accuracy across all 10 tested tools: transition band error mad_band=0.0733, SAD(k)=28.43, and background leak of just 0.014%. Curly hair gaps and sweater edges are remarkably clean. | remover.work directly outputs 1024×1024 transparent PNG with intact curly hair (99.86% recall), minimal background leak (0.118%), natural flyaway transitions, and zero checkerboard transparency artifacts. |
| Suitable uses · historical assessment | E-commerce & design workflows needing best-in-class hair edge accuracy where 1024px resolution suffices | Creators needing fast, login-free 1024px unwatermarked transparent previews, or pay-as-you-go credits for high-res portraits and videos |
| Result & output evidence | ||
| Delivery capabilities | ||
| Recorded export specifications | 1024 × 1024 · PNG · No watermark in test | 1024 × 1024 · PNG · No watermark in test |
| Historical specification note · not an official maximum | 2048×2048 (Pro unlocks full HD; free logged-in tier prompts and downscales to 1024×1024 SD) | 1024 × 1024 (25.0% pixel retention) |
| Watermark observation | None | Watermark-free |
| Batch & API | Web UI supports dragging up to 10 images at once; commercial API available | Single-image interactive processing with pay-as-you-go credit packs |
| Recorded free-tier dimensions | 1024 × 1024 | 1024 × 1024 |
| Attached file dimensions | 1024 × 1024 · PNG | 1024 × 1024 · PNG |
| Speed & reliability | ||
| Timing observation | Network-observed server wait: 3.45s · End-to-end reference: 0.91s | Network-observed server wait: 31.92s · End-to-end reference: 32.93s |
| Date & fixture | 2026-10-16 · anchor_bgremove_v1 · US-West (California, AS2914) | 2026-11-03 · anchor_bgremove_v1 · US-West (California, AS2914) |
| Repeated tests & reliability | No standardized repetition count, success rate or variability range is recorded. | No standardized repetition count, success rate or variability range is recorded. |
| Interaction experience | ||
| Account requirements | Account required in this test | No login in this test |
| Sign-in methods | Google / Apple / Facebook one-click OAuth or email link (mandatory before processing) | Not verified |
| Manual adjustment | Manual erase / adjustment recorded in the historical flow | Not verified |
| Interaction observations | No ad clutter or countdown popups; once SD 1024×1024 is selected, clicking Download immediately exports a watermark-free PNG. (-2 pts for allowing guest file staging before showing the mandatory login modal.) | Not verified |
| Background & reputation | ||
| Service lifecycle notice | Not verified | Not verified |
| Operator | Jasper AI, Inc. (formerly Init ML / Stability AI Clipdrop) | remover.work |
| Recorded origin | Founded in Paris, France / Austin, TX, USA (Jasper AI) | Not verified |
| Domain history record | Launched 2020 | Not verified |
| Background & reputation assessment | Originally founded by Init ML in Paris, acquired by Stability AI, and joined Jasper AI (Jasper AI, Inc.) in 2024; industry-leading computer vision pedigree. | Not verified |
| External reputation record | Renowned for top-tier segmentation and Relight models; requires sign-in and caps free tier at 1024px, but delivers tier-1 hair matting quality. | Not verified |
| Engineering & privacy | ||
| Processing location | Uploaded for cloud processing | Uploaded for cloud processing |
| Third-party tracking record | Cloudflare Turnstile · Firebase Auth/Firestore · Sentry | Google Analytics · Google Ads |
| Engineering & privacy assessment | Protected by Cloudflare Turnstile + AppCheck over a fast synchronous API (api.clipdrop.co/remove-background/v2). | Not verified |
| Retention statement | Explicit retention period unconfirmed; inspect policy record | Explicit retention period unconfirmed; inspect policy record |
| Evaluation basis | ||
| Pricing transparency | 32 / 40 Guests can stage an image, and clicking 'Remove background' prompts sign-in first. Once signed in, an explicit 'Image too large for the SD Mode' modal compares SD 1024×1024 vs. HD 2048×2048 side by side before processing—zero silent downscaling. Pricing page clearly states 20/24h free daily quota. | |
| Interaction restraint | 16 / 20 No ad clutter or countdown popups; once SD 1024×1024 is selected, clicking Download immediately exports a watermark-free PNG. (-2 pts for allowing guest file staging before showing the mandatory login modal.) | |
| Background & reputation | 24 / 25 Originally founded by Init ML in Paris, acquired by Stability AI, and joined Jasper AI (Jasper AI, Inc.) in 2024; industry-leading computer vision pedigree. | |
| Engineering & privacy | 14 / 15 Protected by Cloudflare Turnstile + AppCheck over a fast synchronous API (api.clipdrop.co/remove-background/v2). | |
| Task quality | 59.9 / 65 Transition band error mad_band=0.0733 · Global SAD(k)=28.434 · Foreground recall 99.95% / Background leak 0.014% | 45 / 65 Transition band error mad_band=0.1122 · Global SAD(k)=41.078 · Foreground recall 99.86% / Background leak 0.118% |
| Deliverable specifications | 20 / 20 True Alpha channel (8/8); Max deliverable spec: 2048×2048 (Pro unlocks full HD; free logged-in tier prompts and downscales to 1024×1024 SD) | 14 / 20 True Alpha channel (8/8); Max deliverable spec: 1024 × 1024 (25.0% pixel retention) |
| Processing speed | 13 / 15 Network-observed server wait: 3.45s (API mode: sync; network upload 0.71s / end-to-end 0.91s shown for reference only, never penalized) | 6 / 15 Network-observed server wait: 31.92s (API mode: async_verified; network upload 0s / end-to-end 32.93s shown for reference only, never penalized) |
