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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 | Retoucher Online | Switch / compare |
|---|---|---|---|
| Background removal | 91/100 1024 × 1024 · PNG | 70/100 2048 × 2048 · 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 | Retoucher Online Background Remover Background removal 70/100 Seven-aspect task score Free full-size output without login or popups suits occasional use; the daily limit is three images and curls retain considerable background residue. Tested export 2048 × 2048 · PNG Historical test · 2026-10-17 |
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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 ↗ | Web free, monthly, annual and all 10 image packs · 2026-10-20 Plan · source date Monthly / one-time Annual bill / period Quota & limits Pro2026-10-20 ↗ USD 9/month Annual price not verified Monthly 50 images/day, capped at 500/month; batch removal Annual 50 images/day, capped at 500/month; batch removal Only monthly equivalent $6.59 is listed; actual annual charge unverified; the payment panel does not state a full-year total or billing period (Pro shows $6.59 Plan Activation), so it does not verify an annual contract. Business2026-10-20 ↗ USD 18/month Annual price not verified Monthly Page lists 1,000/day together with a 1,000/month cap; batch editing Annual Page lists 1,000/day together with a 1,000/month cap; batch editing Only monthly equivalent $12.99 is listed; actual annual charge unverified; the payment panel does not state a full-year total or billing period (Pro shows $6.59 Plan Activation), so it does not verify an annual contract. 10 images2026-10-20 ↗ USD 6 · one-time payment Usage / one-time Usage / one-time 10 background removals Rules [1] 30 images2026-10-20 ↗ USD 8 · one-time payment Usage / one-time Usage / one-time 30 background removals Rules [1] 100 images2026-10-20 ↗ USD 18 · one-time payment Usage / one-time Usage / one-time 100 background removals Rules [1] 300 images2026-10-20 ↗ USD 48 · one-time payment Usage / one-time Usage / one-time 300 background removals Rules [1] 500 images2026-10-20 ↗ USD 70 · one-time payment Usage / one-time Usage / one-time 500 background removals Rules [1] 1,000 images2026-10-20 ↗ USD 120 · one-time payment Usage / one-time Usage / one-time 1,000 background removals Rules [1] 3,000 images2026-10-20 ↗ USD 300 · one-time payment Usage / one-time Usage / one-time 3,000 background removals Rules [1] 5,000 images2026-10-20 ↗ USD 400 · one-time payment Usage / one-time Usage / one-time 5,000 background removals Rules [1] 10,000 images2026-10-20 ↗ USD 600 · one-time payment Usage / one-time Usage / one-time 10,000 background removals Rules [1] 50,000 images2026-10-20 ↗ USD 1,500 · one-time payment Usage / one-time Usage / one-time 50,000 background removals Rules [1] Enterprise2026-10-20 ↗ Contact sales Quoted Quoted Up to 1 million images/month, API, CMS extension, unlimited project storage 16 plan / billing-period records, all listed; — means that period is not recorded. With annual selected, Pro payment shows only $6.59 Plan Activation, without a full-year total or billing period; the Business annual total is also unconfirmed. The 50,000-image pack total of $1,500 conflicts with its $0.05/image label; the total is retained with the conflict disclosed. Verification has gaps; unknown prices and quotas are not inferred. Cancellation, sources & verification recordCancellation and refund terms follow official checkout and help policies. Official plans and usage terms ↗ · 2026-10-20 Capture 1 ↗ · Capture 2 ↗ · Capture 3 ↗ Payment panel after annual selection ↗ · 2026-10-20 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 | Unauthenticated guests can download 3 full-res unwatermarked images per day ('Downloaded images 1/3'); free registered Standard tier also includes 3 images/day and 1GB storage |
| Cancellation & refunds | Self-serve cancellation anytime in account settings | Cancellation and refund terms follow official checkout and help policies. |
| Disclosure of costs & limits | Login prompt appears on clicking 'Remove background'; 1024×1024 SD cap is disclosed via modal before processing | Displays 'Downloaded images 0/3' quota counter directly beneath the Download button |
| 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: 0.2451 (Lower is better) · Global error SAD(k): 73.972 (Lower is better) · Foreground retention: 99.630% (Higher is better) · Background residue: 3.424% (Lower is better) |
| Fixture findings | Fine hair transitions with little background residue in this portrait test; coverage is limited to the recorded fixture. | Full-size output without login in this test; visible warm residue around complex curls favors use on defined contours. |
| 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. | Retoucher Online scores high on commercial honesty (3 free 2048×2048 unwatermarked PNGs/day without login), but its underlying segmentation model struggles with complex frizzy hair flyaways (mad_band=0.2451, bg_leak=3.424%), leaving a visible warm background halo around outer curls. |
| Suitable uses · historical assessment | E-commerce & design workflows needing best-in-class hair edge accuracy where 1024px resolution suffices | Hard-edged e-commerce product photos and ID/profile pictures where users need 1–3 free 2048×2048 unwatermarked PNGs without signing up |
| Result & output evidence | ||
| Delivery capabilities | ||
| Recorded export specifications | 1024 × 1024 · PNG · No watermark in test | 2048 × 2048 · 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) | 2048 × 2048 (Unwatermarked transparent PNG, 3/day free quota) |
| Watermark observation | None | No watermark |
| Batch & API | Web UI supports dragging up to 10 images at once; commercial API available | Supports batch upload up to 100 images (batch export on Pro) and built-in text/background editor |
| Recorded free-tier dimensions | 1024 × 1024 | 2048 × 2048 |
| Attached file dimensions | 1024 × 1024 · PNG | 2048 × 2048 · PNG |
| Speed & reliability | ||
| Timing observation | Network-observed server wait: 3.45s · End-to-end reference: 0.91s | Network-observed server wait: 7.8s · End-to-end reference: 10.8s |
| Date & fixture | 2026-10-16 · anchor_bgremove_v1 · US-West (California, AS2914) | 2026-10-17 · 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) | No login required for 3 full-res images/day; free signup grants +3 bonus images |
| 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.) | Delivers 3 full-resolution 2048×2048 unwatermarked PNGs per day with zero login walls or popups, fully honoring its 'Free & No Signup' headline. |
| Background & reputation | ||
| Service lifecycle notice | Not verified | Not verified |
| Operator | Jasper AI, Inc. (formerly Init ML / Stability AI Clipdrop) | Retoucher.Online Team |
| Recorded origin | Founded in Paris, France / Austin, TX, USA (Jasper AI) | Independent European web photo tools team |
| Domain history record | Launched 2020 | 2021–present |
| 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. | Dedicated e-commerce product cutout and profile picture web SaaS (Retoucher.Online) with transparent pricing and customer support. |
| 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 | Not verified |
| Engineering & privacy assessment | Protected by Cloudflare Turnstile + AppCheck over a fast synchronous API (api.clipdrop.co/remove-background/v2). | Processes full 2048×2048 images in the cloud returning native 8-bit Alpha RGBA PNGs alongside an online template editor with 76 backdrop designs. |
| 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. | 30 / 35 Landing page title explicitly promises 'Remove background From Image - Free & No Signup' (01_landing.png); uploading our 2048×2048 anchor without login automatically redirects to /upload and delivers a full 2048×2048 unwatermarked transparent PNG with a clear 'Downloaded images 1/3' daily quota counter right below the Download button (02_workspace.png, 03_download.png). |
| 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.) | 27 / 30 Delivers 3 full-resolution 2048×2048 unwatermarked PNGs per day with zero login walls or popups, fully honoring its 'Free & No Signup' headline. |
| 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. | 17 / 20 Dedicated e-commerce product cutout and profile picture web SaaS (Retoucher.Online) with transparent pricing and customer support. |
| Engineering & privacy | 14 / 15 Protected by Cloudflare Turnstile + AppCheck over a fast synchronous API (api.clipdrop.co/remove-background/v2). | 12 / 15 Processes full 2048×2048 images in the cloud returning native 8-bit Alpha RGBA PNGs alongside an online template editor with 76 backdrop designs. |
| 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% | 32.5 / 65 High foreground subject recall (99.63%), but exhibits noticeable background halo leakage around fine curly hair flyaways (bg_leak=3.424%, transition band error mad_band=0.2451, global SAD(k)=73.972) (32.5/65). |
| 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) | 20 / 20 Preserves full 2048×2048 resolution and true RGBA transparency without any watermark within the 3/day guest quota (20.0/20). |
| 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) | 10 / 15 Cloud async cutout completes in ~7.80s (network upload 1.90s, end-to-end 10.80s reference) (10.0/15). |
