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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 | Removal.AI | Switch / compare |
|---|---|---|---|
| Background removal | 91/100 1024 × 1024 · PNG | 82/100 600 × 600 · 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 | Removal.AI Background removal 82/100 Seven-aspect task score Direct preview downloads and accessible HD pricing accompany good hair handling; free output is 600px, full size costs credits, and a promotion widget is present. Tested export 600 × 600 · PNG Historical test · 2026-10-15 |
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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 ↗ | Public web packs, monthly and high-volume options (dollar pricing) · 2026-10-20 Plan · source date Monthly / one-time Annual bill / period Quota & limits 100-credit plan2026-10-20 ↗ USD 5.99/month — Monthly 100 credits; 1 credit per image or less depending on feature Rules [1] 450-credit plan2026-10-20 ↗ USD 25.99/month — Monthly 450 credits; 1 credit per image or less depending on feature Rules [1] 1150-credit plan2026-10-20 ↗ USD 63.99/month — Monthly 1150 credits; 1 credit per image or less depending on feature Rules [1] 2800-credit plan2026-10-20 ↗ USD 120.9/month — Monthly 2800 credits; 1 credit per image or less depending on feature Rules [1] 9500-credit plan2026-10-20 ↗ USD 359.9/month — Monthly 9500 credits; 1 credit per image or less depending on feature Rules [1] 3-credit plan2026-10-20 ↗ USD 1.89 · one-time payment Usage / one-time Usage / one-time 3 credits; 1 credit per image or less depending on feature Rules [2] 25-credit plan2026-10-20 ↗ USD 8.99 · one-time payment Usage / one-time Usage / one-time 25 credits; 1 credit per image or less depending on feature Rules [2] 150-credit plan2026-10-20 ↗ USD 45.99 · one-time payment Usage / one-time Usage / one-time 150 credits; 1 credit per image or less depending on feature Rules [2] 350-credit plan2026-10-20 ↗ USD 95.99 · one-time payment Usage / one-time Usage / one-time 350 credits; 1 credit per image or less depending on feature Rules [2] 800-credit plan2026-10-20 ↗ USD 189.99 · one-time payment Usage / one-time Usage / one-time 800 credits; 1 credit per image or less depending on feature Rules [2] High-volume and API2026-10-20 ↗ Contact sales Quoted Quoted Custom quotes for 10,000+ images/month and unlimited API 12 plan / billing-period records, all listed; — means that period is not recorded. Packs are labelled Lifetime but explicitly expire after 3 years. The stated validity limits apply. Cancellation, sources & verification recordPage advertises a 14-day money-back guarantee and flexible changes/cancellation; eligibility is subject to terms. Official plans and usage terms ↗ · 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 | Unlimited guest 600×600 previews; new registered accounts receive 1 free High-Quality credit |
| Cancellation & refunds | Self-serve cancellation anytime in account settings | Page advertises a 14-day money-back guarantee and flexible changes/cancellation; eligibility is subject to terms. |
| Disclosure of costs & limits | Login prompt appears on clicking 'Remove background'; 1024×1024 SD cap is disclosed via modal before processing | Disclosed directly on the result page download buttons before clicking |
| 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: 0.0846 (Lower is better) · Global error SAD(k): 41.816 (Lower is better) · Foreground retention: 99.760% (Higher is better) · Background residue: 0.013% (Lower is better) |
| Fixture findings | Fine hair transitions with little background residue in this portrait test; coverage is limited to the recorded fixture. | Good hair transitions and little residue in this test; timing and quality cover only the recorded run. |
| 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. | Balanced hair edge transition (mad_band=0.0970, SAD(k)=36.6, bg_leak=0.013%), slightly higher preview resolution (600×600) than remove.bg/Slazzer (500×500), though server processing is slower (8.55s). |
| Suitable uses · historical assessment | E-commerce & design workflows needing best-in-class hair edge accuracy where 1024px resolution suffices | Users wanting low-cost pay-as-you-go credits ($1.89 for 3 images) or 600×600 guest previews |
| Result & output evidence | ||
| Delivery capabilities | ||
| Recorded export specifications | 1024 × 1024 · PNG · No watermark in test | 600 × 600 · 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 (Paid/Credit unlocks full 2048×2048; free guest preview exports 600×600) |
| Watermark observation | None | None (free tier is gated by 600×600 preview resolution) |
| Batch & API | Web UI supports dragging up to 10 images at once; commercial API available | Desktop bulk remover app & API available |
| Recorded free-tier dimensions | 1024 × 1024 | 600 × 600 |
| Attached file dimensions | 1024 × 1024 · PNG | 600 × 600 · PNG |
| Speed & reliability | ||
| Timing observation | Network-observed server wait: 3.45s · End-to-end reference: 0.91s | Network-observed server wait: 8.55s · End-to-end reference: 11.91s |
| Date & fixture | 2026-10-16 · anchor_bgremove_v1 · US-West (California, AS2914) | 2026-10-15 · 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 600×600 preview; High Quality (2048×2048) requires login and 1 Credit |
| Manual adjustment | Manual erase / adjustment recorded in the historical flow | Built-in online photo editor with erase/restore brush and background templates |
| 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.) | No login required for 600×600 preview download; minor promotional banner on result page. |
| Background & reputation | ||
| Service lifecycle notice | Not verified | Not verified |
| Operator | Jasper AI, Inc. (formerly Init ML / Stability AI Clipdrop) | Removal.AI ( Grafika / Removal AI Team ) |
| Recorded origin | Founded in Paris, France / Austin, TX, USA (Jasper AI) | Ho Chi Minh City, Vietnam / Singapore |
| Domain history record | Launched 2020 | Launched 2020 |
| 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. | Removal.AI (Vietnam / Singapore visual AI team, launched 2020), well-known remove.bg alternative. |
| 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. | Praised for consumer-friendly small credit packs ($1.89 for 3 credits valid for 3 years) without forcing monthly subscriptions. |
| Engineering & privacy | ||
| Processing location | Uploaded for cloud processing | Uploaded for cloud processing |
| Third-party tracking record | Cloudflare Turnstile · Firebase Auth/Firestore · Sentry | Google Analytics · Facebook Pixel |
| Engineering & privacy assessment | Protected by Cloudflare Turnstile + AppCheck over a fast synchronous API (api.clipdrop.co/remove-background/v2). | Standard multipart upload over HTTPS; server processing took 8.55s. |
| Retention statement | Explicit retention period unconfirmed; inspect policy record | Claims deletion within 1 hours; deletion not independently verified |
| 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. | 28 / 40 Result view clearly labels 'Preview Image (600×600) Free' vs 'High Quality (2048×2048) 1 Credit' before download; pricing page offers transparent micro-packs starting at $1.89 for 3 credits. |
| 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.) | 16 / 20 No login required for 600×600 preview download; minor promotional banner on result page. |
| 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. | 21 / 25 Removal.AI (Vietnam / Singapore visual AI team, launched 2020), well-known remove.bg alternative. |
| 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% | 53.8 / 65 Transition band error mad_band=0.0846 · Global SAD(k)=41.816 · Foreground recall 99.76% / Background leak 0.013% |
| 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 True Alpha channel (8/8); Max deliverable spec: 2048×2048 (Paid/Credit unlocks full 2048×2048; free guest preview exports 600×600) |
| 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 Network-observed server wait: 8.55s (API mode: async; network upload 0.52s / end-to-end 11.91s shown for reference only, never penalized) |
