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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 | Pixelcut | Switch / compare |
|---|---|---|---|
| Background removal | 91/100 1024 × 1024 · PNG | 91/100 1080 × 1080 · PNG | Active task |
| Image upscaling | 88/100 1024×1024 (PNG · 2.0x Unwatermarked) · Historical description; output not attached | 89/100 1024×1024 (PNG · 2.0x Fast Upscale) · Historical description; output not attached | |
| Object removal | 84/100 1024×1024 (Free SD, No Watermark) · Historical description; output not attached | 88/100 1024×1024 (Unwatermarked PNG) · Historical description; output not attached | |
| Image generation | Not tested in topic | 87/100 1600×1600 (Unwatermarked PNG/JPEG) · Historical description; output not attached | 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 | Pixelcut Background Remover Background removal 91/100 Seven-aspect task score Hair detail and the download flow perform well, with clear free-tier labels; login-free output is 1080px and full size requires login. Tested export 1080 × 1080 · PNG Historical test · 2026-10-16 |
|---|---|---|
| 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, Pro and all eight Business volumes with monthly/annual selection; API separate · 2026-10-20 Plan · source date Monthly / one-time Annual bill / period Quota & limits Free2026-10-20 ↗ Free Free Free Limited background removal; watermark-free export, exact count unspecified Pro2026-10-20 ↗ USD 10/month USD 96/year Monthly Unlimited removal; 600 AI credits/month; 3-person team; 1,000 batch exports/month Annual Unlimited removal; 600 AI credits/month; 3-person team; 1,000 batch exports/month Rules [1] Business 3,6002026-10-20 ↗ USD 30/month USD 288/year Monthly Unlimited removal; 3,600 AI credits/month; 10-person team; 2,000 batch exports/month Annual Unlimited removal; 3,600 AI credits/month; 10-person team; 2,000 batch exports/month Rules [1] Business 9,0002026-10-20 ↗ USD 60/month USD 576/year Monthly Unlimited removal; 9,000 AI credits/month; 20-person team; 5,000 batch exports/month Annual Unlimited removal; 9,000 AI credits/month; 20-person team; 5,000 batch exports/month Rules [1] Business 18,0002026-10-20 ↗ USD 120/month USD 1,152/year Monthly Unlimited removal; 18,000 AI credits/month; 20-person team; 10,000 batch exports/month Annual Unlimited removal; 18,000 AI credits/month; 20-person team; 10,000 batch exports/month Rules [1] Business 36,0002026-10-20 ↗ USD 240/month USD 2,304/year Monthly Unlimited removal; 36,000 AI credits/month; 20-person team; 20,000 batch exports/month Annual Unlimited removal; 36,000 AI credits/month; 20-person team; 20,000 batch exports/month Rules [1] Business 72,0002026-10-20 ↗ USD 480/month USD 4,608/year Monthly Unlimited removal; 72,000 AI credits/month; 20-person team; 40,000 batch exports/month Annual Unlimited removal; 72,000 AI credits/month; 20-person team; 40,000 batch exports/month Rules [1] Business 108,0002026-10-20 ↗ USD 720/month USD 6,912/year Monthly Unlimited removal; 108,000 AI credits/month; 20-person team; 40,000 batch exports/month Annual Unlimited removal; 108,000 AI credits/month; 20-person team; 40,000 batch exports/month Rules [1] Business 144,0002026-10-20 ↗ USD 960/month USD 9,216/year Monthly Unlimited removal; 144,000 AI credits/month; 20-person team; 60,000 batch exports/month Annual Unlimited removal; 144,000 AI credits/month; 20-person team; 60,000 batch exports/month Rules [1] Business 180,0002026-10-20 ↗ USD 1,200/month USD 11,520/year Monthly Unlimited removal; 180,000 AI credits/month; 20-person team; 80,000 batch exports/month Annual Unlimited removal; 180,000 AI credits/month; 20-person team; 80,000 batch exports/month Rules [1] 19 plan / billing-period records, all listed; — means that period is not recorded. Annual charges for Pro and all eight Business volumes were verified separately in Stripe checkout. Unlimited paid removal coexists with batch-export limits. The free tier still says Limited without an exact removal count; it is not treated as unlimited. Verification has gaps; unknown prices and quotas are not inferred. Cancellation, sources & verification recordCancel anytime; refund eligibility unverified. Official plans and usage terms ↗ · 2026-10-20 Capture 1 ↗ · Capture 2 ↗ · Capture 3 ↗ Annual USD checkout summaries for each volume ↗ · 2026-10-20 Capture 1 ↗ · Capture 2 ↗ · Capture 3 ↗ · Capture 4 ↗ · Capture 5 ↗ · Capture 6 ↗ · Capture 7 ↗ · Capture 8 ↗ · Capture 9 ↗ |
| 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 | Single-image background removal is free; Batch Edit requires upgrading to Pixelcut Pro |
| Cancellation & refunds | Self-serve cancellation anytime in account settings | Cancel anytime; refund eligibility unverified. |
| Disclosure of costs & limits | Login prompt appears on clicking 'Remove background'; 1024×1024 SD cap is disclosed via modal before processing | Clearly disclosed in the Download dropdown menu with exact pixel dimensions |
| 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: 0.0701 (Lower is better) · Global error SAD(k): 26.707 (Lower is better) · Foreground retention: 99.940% (Higher is better) · Background residue: 0.018% (Lower is better) |
| Fixture findings | Fine hair transitions with little background residue in this portrait test; coverage is limited to the recorded fixture. | Fine hair transitions and strong subject retention in this test; coverage is limited to the tested portrait and conditions. |
| 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. | Hair strand transitions are remarkably crisp and natural (transition-band error mad_band=0.0701, SAD(k)=26.71, gradient error 0.0207), with 99.94% foreground recall and only 0.018% background leak—ranking in the absolute top tier of all tested tools. |
| Suitable uses · historical assessment | E-commerce & design workflows needing best-in-class hair edge accuracy where 1024px resolution suffices | E-commerce sellers and portrait designers who want top-tier hair edge precision (mad_band=0.0701) with instant 1080p guest export or 2048p signed-in export |
| Result & output evidence | ||
| Delivery capabilities | ||
| Recorded export specifications | 1024 × 1024 · PNG · No watermark in test | 1080 × 1080 · 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 (1080×1080 free guest preview export; dropdown explicitly states 'Full resolution 2048×2048 — Free with sign in') |
| Watermark observation | None | None |
| Batch & API | Web UI supports dragging up to 10 images at once; commercial API available | Supports Batch Edit (Pro subscription feature) |
| Recorded free-tier dimensions | 1024 × 1024 | 1080 × 1080 |
| Attached file dimensions | 1024 × 1024 · PNG | 1080 × 1080 · PNG |
| Speed & reliability | ||
| Timing observation | Network-observed server wait: 3.45s · End-to-end reference: 0.91s | Network-observed server wait: 3.03s · End-to-end reference: 16.87s |
| Date & fixture | 2026-10-16 · anchor_bgremove_v1 · US-West (California, AS2914) | 2026-10-16 · 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 1080×1080 export; Google / Apple / Email sign-in unlocks free 2048×2048 full-resolution export |
| Manual adjustment | Manual erase / adjustment recorded in the historical flow | Built-in Retouch brush, Expand, Upscale, Shadow, and AI Background generator in left sidebar |
| 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.) | Enters the clean online workspace immediately after upload with zero popup spam; guests can export a 1080×1080 watermark-free PNG in one click. |
| Background & reputation | ||
| Service lifecycle notice | Not verified | Not verified |
| Operator | Jasper AI, Inc. (formerly Init ML / Stability AI Clipdrop) | Pixelcut Inc. (San Francisco, CA, USA) |
| Recorded origin | Founded in Paris, France / Austin, TX, USA (Jasper AI) | San Francisco, USA (Y Combinator S20) |
| Domain history record | Launched 2020 | Founded 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. | Pixelcut Inc. (San Francisco AI design startup, Y Combinator S20 alum, trusted by tens of millions of e-commerce creators worldwide). |
| 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. | Leading AI product photography tool whose proprietary matting and shadow models are widely praised by e-commerce merchants. |
| Engineering & privacy | ||
| Processing location | Uploaded for cloud processing | Uploaded for cloud processing |
| Third-party tracking record | Cloudflare Turnstile · Firebase Auth/Firestore · Sentry | Google Analytics · PostHog |
| Engineering & privacy assessment | Protected by Cloudflare Turnstile + AppCheck over a fast synchronous API (api.clipdrop.co/remove-background/v2). | Synchronously returns the PNG cutout via dedicated endpoint api2.pixelcut.app/image/matte/v1 (server_s=3.03s) with a clean network pipeline. |
| 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 / 40 Clicking the top-right Download dropdown clearly lists both tiers upfront: 'Preview resolution 1080×1080 — Free' and 'Full resolution 2048×2048 — Free with sign in', with zero hidden paywalls or watermark ambushes. |
| 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.) | 18 / 20 Enters the clean online workspace immediately after upload with zero popup spam; guests can export a 1080×1080 watermark-free PNG in one click. |
| 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. | 23 / 25 Pixelcut Inc. (San Francisco AI design startup, Y Combinator S20 alum, trusted by tens of millions of e-commerce creators worldwide). |
| Engineering & privacy | 14 / 15 Protected by Cloudflare Turnstile + AppCheck over a fast synchronous API (api.clipdrop.co/remove-background/v2). | 12 / 15 Synchronously returns the PNG cutout via dedicated endpoint api2.pixelcut.app/image/matte/v1 (server_s=3.03s) with a clean network pipeline. |
| 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% | 60.9 / 65 Transition band error mad_band=0.0701 · Global SAD(k)=26.707 · Foreground recall 99.94% / Background leak 0.018% |
| 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 (1080×1080 free guest preview export; dropdown explicitly states 'Full resolution 2048×2048 — Free with sign in') |
| 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) | 13 / 15 Network-observed server wait: 3.03s (API mode: sync; network upload 9.79s / end-to-end 16.87s shown for reference only, never penalized) |
