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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 | playground.com | Switch / compare |
|---|---|---|---|
| Background removal | 91/100 1024 × 1024 · PNG | 83/100 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 → |
| Image generation | Not tested in topic | 90/100 1600 × 1600 · PNG | 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 | Playground AI (Background Removal) Background removal 83/100 Seven-aspect task score Playground (Playground AI Inc.) provides 3 login-free full-size background removals. Cloud GPU inference completed in 13.87s, exporting an unwatermarked 2048x2048 transparent PNG (5.0 MB) with 99.99% foreground recall and only 0.24% background residue with zero downscaling. Tested export 2048 × 2048 · PNG Historical test · 2026-11-03 |
|---|---|---|
| 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 ↗ | Playground web AI image generation and design subscriptions · 2026-11-01 Plan · source date Monthly / one-time Annual bill / period Quota & limits Free Tier2026-11-01 ↗ Free Free Free Up to 10 images every 3 hours; 3 monthly generations across advanced models Access to text-to-image and canvas editing with worldwide royalty-free commercial license；Slower generation during peak hours; waiting period after limits are reached；Permanently free, no renewal；Perpetual access Pro Monthly2026-11-01 ↗ USD 15/month — Monthly Up to 75 images every 3 hours; 150 monthly credits across advanced models Unlimited premium templates, upscaling and background removal included, up to 2K (2048x2048) editing, commercial use；150 monthly credits for advanced models；Auto-renews monthly; cancel anytime Rules [1]Pro Annual2026-11-01 ↗ — USD 144/year Annual Up to 75 images every 3 hours, 150 monthly credits, billed as $144/year ($12/mo equivalent) Full Pro features, upscaling, background removal, and 2K resolution editing；Prepaid annually at $144 Rules [2] [3]Pro Plus Monthly2026-11-01 ↗ USD 45/month — Monthly Unlimited image generations without caps, 1,000 monthly credits across all models Unlimited upscaling and background removal, up to 4K (3840x2160) editing, priority support, and API access；1,000 monthly credits for advanced models；Auto-renews monthly Rules [1]Pro Plus Annual2026-11-01 ↗ — USD 432/year Annual Unlimited generations, 1,000 monthly credits, billed as $432/year ($36/mo equivalent) Full Pro Plus features, 4K super-resolution upscaling, and unlimited background removal；Prepaid annually at $432 Rules [2] [3]5 plan / billing-period records, all listed; — means that period is not recorded. Offers a permanent free tier with commercial rights alongside Pro and Pro Plus subscriptions; annual plans receive a 20% discount with exact annual billed totals explicitly listed. Cancellation, sources & verification recordCancellation and refund terms unverified Playground AI Official Pricing and Plans ↗ · 2026-11-01 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 | 3 free full-size removals for anonymous guests; free accounts receive 10 generations every 3 hours with commercial use |
| 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 | Upfront on the upload interface with the 'Remove background 3 left' tag |
| 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: 0.0953 (Lower is better) · Global error SAD(k): 35.236 (Lower is better) · Foreground retention: 99.990% (Higher is better) · Background residue: 0.239% (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 2048x2048 anchor_bgremove_v1 fixture, Playground achieved solid metrics: boundary error mad_band=0.0953, global SAD(k)=35.24, foreground recall 99.99%, and background leakage 0.239%, delivering a full-resolution 5.0 MB transparent PNG. |
| 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. | On the 2048x2048 anchor_bgremove_v1 fixture, Playground delivered solid results: foreground hair and garment contours remained intact (fg_recall 99.99%) with only 0.239% background leakage, exporting a full 5.0 MB transparent PNG. |
| Suitable uses · historical assessment | E-commerce & design workflows needing best-in-class hair edge accuracy where 1024px resolution suffices | Designers and e-commerce creators needing login-free 2048px ultra-high-resolution cutouts with high hair and garment fidelity |
| 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 (Direct export of 5.0 MB unwatermarked transparent PNG at original resolution) |
| Watermark observation | None | None |
| Batch & API | Web UI supports dragging up to 10 images at once; commercial API available | Single-image web processing; canvas studio supports multi-layer editing |
| 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: 13.87s · End-to-end reference: 17s |
| 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) | Google sign-in and email login supported (guests can directly use 3 free removals without signing in) |
| Manual adjustment | Manual erase / adjustment recorded in the historical flow | Result page supports one-click transition to Canvas for erase, expand, and touch-up |
| 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 full-res PNG without mandatory sign-in or payment barriers; optional 'Edit in Canvas' button allows multi-layer design editing. |
| Background & reputation | ||
| Service lifecycle notice | Not verified | Not verified |
| Operator | Jasper AI, Inc. (formerly Init ML / Stability AI Clipdrop) | Playground AI Inc. |
| Recorded origin | Founded in Paris, France / Austin, TX, USA (Jasper AI) | San Francisco, California, United States |
| Domain history record | Launched 2020 | Founded in 2022 (Founder Suhail Doshi previously co-founded Mixpanel) |
| 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. | Playground AI Inc. (San Francisco, CA, founded 2022 by Suhail Doshi), creator of open-source diffusion models with over 13M users. |
| 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. | Over 13 million creators; acclaimed creator of open-source Playground v2.5 diffusion models. |
| Engineering & privacy | ||
| Processing location | Uploaded for cloud processing | Uploaded for cloud processing |
| Third-party tracking record | Cloudflare Turnstile · Firebase Auth/Firestore · Sentry | Google Tag Manager · Mixpanel · Stripe |
| Engineering & privacy assessment | Protected by Cloudflare Turnstile + AppCheck over a fast synchronous API (api.clipdrop.co/remove-background/v2). | Uploads original image directly to dedicated cloud GPU cluster via HTTPS with zero silent client-side downscaling. |
| 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. | 35 / 35 Landing page clearly displays a 'Remove background 3 left' counter before upload; test confirms guests download a 2048×2048 watermark-free PNG (5.0 MB) without signing in. |
| 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.) | 30 / 30 Delivers full-res PNG without mandatory sign-in or payment barriers; optional 'Edit in Canvas' button allows multi-layer design editing. |
| 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. | 19 / 20 Playground AI Inc. (San Francisco, CA, founded 2022 by Suhail Doshi), creator of open-source diffusion models with over 13M users. |
| Engineering & privacy | 14 / 15 Protected by Cloudflare Turnstile + AppCheck over a fast synchronous API (api.clipdrop.co/remove-background/v2). | 14 / 15 Uploads original image directly to dedicated cloud GPU cluster via HTTPS with zero silent client-side downscaling. |
| 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% | 51 / 65 Transition band error mad_band=0.0953 · Global SAD(k)=35.236 · Foreground recall 99.99% / Background leak 0.239% |
| 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 (Direct export of 5.0 MB unwatermarked transparent PNG at original resolution) |
| 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: 13.87s (API mode: sync; network upload 0s / end-to-end 17s shown for reference only, never penalized) |
