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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 | Clipping Magic | Switch / compare |
|---|---|---|---|
| Background removal | 91/100 1024 × 1024 · PNG | 76/100 500 × 500 · 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 | Clipping Magic (Canva) Background removal 76/100 Seven-aspect task score Hair refinement and live preview work without registration; free export is only 500px for non-commercial use, with credits needed for full size. Tested export 500 × 500 · 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 ↗ | All public monthly and annual web editor tiers in USD; API priced separately · 2026-10-20 Plan · source date Monthly / one-time Annual bill / period Quota & limits Free editing preview2026-10-20 ↗ Free Free Free Unlimited uploads and editing previews; watermark-free downloads require subscription Light2026-10-20 ↗ USD 3.99/month USD 39.84/year Monthly 15 credits/month; 1 credit per uploaded image downloaded Rollover capped at 75; remaining credits expire when subscription ends Rules [1]Annual 180 credits/year; 1 credit per uploaded image downloaded Rollover capped at 900; remaining credits expire when subscription ends Rules [1]Standard2026-10-20 ↗ USD 7.99/month USD 79.8/year Monthly 100 credits/month; 1 credit per uploaded image downloaded Rollover capped at 500; remaining credits expire when subscription ends Rules [1]Annual 1200 credits/year; 1 credit per uploaded image downloaded Rollover capped at 6000; remaining credits expire when subscription ends Rules [1]Pro2026-10-20 ↗ USD 19.99/month USD 199.8/year Monthly 500 credits/month; 1 credit per uploaded image downloaded Rollover capped at 2500; remaining credits expire when subscription ends Rules [1]Annual 6000 credits/year; 1 credit per uploaded image downloaded Rollover capped at 30000; remaining credits expire when subscription ends Rules [1]Pro-1k2026-10-20 ↗ USD 29.99/month — Monthly 1000 credits/month; 1 credit per uploaded image downloaded Rollover capped at 5000; remaining credits expire when subscription ends Rules [1]Pro-2k2026-10-20 ↗ USD 44.99/month — Monthly 2000 credits/month; 1 credit per uploaded image downloaded Rollover capped at 10000; remaining credits expire when subscription ends Rules [1]Pro-4k2026-10-20 ↗ USD 74.99/month — Monthly 4000 credits/month; 1 credit per uploaded image downloaded Rollover capped at 20000; remaining credits expire when subscription ends Rules [1]Pro-12k2026-10-20 ↗ — USD 299.88/year Annual 12000 credits/year; 1 credit per uploaded image downloaded Rollover capped at 60000; remaining credits expire when subscription ends Rules [1]Pro-24k2026-10-20 ↗ — USD 449.88/year Annual 24000 credits/year; 1 credit per uploaded image downloaded Rollover capped at 120000; remaining credits expire when subscription ends Rules [1]Pro-48k2026-10-20 ↗ — USD 749.88/year Annual 48000 credits/year; 1 credit per uploaded image downloaded Rollover capped at 240000; remaining credits expire when subscription ends Rules [1]13 plan / billing-period records, all listed; — means that period is not recorded. Repeat edits/downloads of one upload are free; duplicate uploads count separately. No pay-as-you-go option. Cancellation, sources & verification recordCancel anytime with access until the period end; subscription fees are non-refundable. Official plans and usage terms ↗ · 2026-10-20 Capture 1 ↗ · Capture 2 ↗ · Capture 3 ↗ · Capture 4 ↗ |
| 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 free interactive editing; free download capped at 500×500 Small Preview; full-size 2048×2048 costs 1 credit |
| Cancellation & refunds | Self-serve cancellation anytime in account settings | Cancel anytime with access until the period end; subscription fees are non-refundable. |
| Disclosure of costs & limits | Login prompt appears on clicking 'Remove background'; 1024×1024 SD cap is disclosed via modal before processing | Pricing link visible in top toolbar; Download button leads to plan comparison page with green free-preview banner |
| 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: 0.2145 (Lower is better) · Global error SAD(k): 86.88 (Lower is better) · Foreground retention: 98.500% (Higher is better) · Background residue: 0.850% (Lower is better) |
| Fixture findings | Fine hair transitions with little background residue in this portrait test; coverage is limited to the recorded fixture. | Hair refinement and live preview are available; this free export was only 500px with faint edge residue. |
| 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. | Clipping Magic pioneered the dual-pane Red/Green + Yellow Hair Ring workspace, automatically tracing a yellow transition ring around the models curly hair. The free 500×500 Small Preview PNG achieves 97.74% IoU with a slight warm halo on outer flyaway strands. |
| Suitable uses · historical assessment | E-commerce & design workflows needing best-in-class hair edge accuracy where 1024px resolution suffices | E-commerce retouchers who want dedicated Red (remove) / Green (keep) / Yellow (hair) brushes for manual edge perfection |
| Result & output evidence | ||
| Delivery capabilities | ||
| Recorded export specifications | 1024 × 1024 · PNG · No watermark in test | 500 × 500 · PNG · Check watermark record |
| Historical specification note · not an official maximum | 2048×2048 (Pro unlocks full HD; free logged-in tier prompts and downscales to 1024×1024 SD) | 500 × 500 (True Alpha PNG, 5.96% pixel area retained) |
| Watermark observation | None | No diagonal watermark on the 500×500 Small Preview file (non-commercial use) |
| Batch & API | Web UI supports dragging up to 10 images at once; commercial API available | Bulk Clipping and REST API available on Standard and Pro tiers |
| Recorded free-tier dimensions | 1024 × 1024 | 500 × 500 |
| Attached file dimensions | 1024 × 1024 · PNG | 500 × 500 · PNG |
| Speed & reliability | ||
| Timing observation | Network-observed server wait: 3.45s · End-to-end reference: 0.91s | Network-observed server wait: 8.4s · End-to-end reference: 10.5s |
| 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 editor & 500×500 preview download; Cedar Lake Ventures SSO for full-res subscribers |
| Manual adjustment | Manual erase / adjustment recorded in the historical flow | Industry-standard Red/Green/Yellow Hair Tool brushes plus precision scalpel and feathering |
| 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 signup or credit card is required to test the full interactive editor (including the dedicated yellow Hair Tool, scalpel, edge feathering, and cast shadow controls) and export a 500×500 transparent PNG via Download Small Preview. |
| Background & reputation | ||
| Service lifecycle notice | Not verified | Not verified |
| Operator | Jasper AI, Inc. (formerly Init ML / Stability AI Clipdrop) | Cedar Lake Ventures, Inc. (Canva Group) |
| Recorded origin | Founded in Paris, France / Austin, TX, USA (Jasper AI) | California, USA / Sydney, Australia (Canva Subsidiary) |
| Domain history record | Launched 2020 | 2013–present (13+ years) |
| 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. | Founded by Stanford AI researcher Ericoden (Cedar Lake Ventures, Inc.) in 2013 and acquired by Canva in 2021; one of the industrys most established interactive matting tools. |
| 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). | Supports 2048×2048 uploads with hybrid Cloud Auto-Clip AI + client WebGL canvas refinement; unsaved guest uploads are automatically purged. |
| 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. | 26.5 / 35 Anonymous guests can upload a full 2048×2048 image into the dual-pane Smart Editor (left red/green/yellow hair brush canvas, right live preview). Clicking Download opens the Subscription Plans page with a prominent green banner: "You can download a size-limited preview result free for non-commercial use — Download Small Preview" (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.) | 24.5 / 30 No signup or credit card is required to test the full interactive editor (including the dedicated yellow Hair Tool, scalpel, edge feathering, and cast shadow controls) and export a 500×500 transparent PNG via Download Small Preview. |
| 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. | 18.5 / 20 Founded by Stanford AI researcher Ericoden (Cedar Lake Ventures, Inc.) in 2013 and acquired by Canva in 2021; one of the industrys most established interactive matting tools. |
| Engineering & privacy | 14 / 15 Protected by Cloudflare Turnstile + AppCheck over a fast synchronous API (api.clipdrop.co/remove-background/v2). | 12 / 15 Supports 2048×2048 uploads with hybrid Cloud Auto-Clip AI + client WebGL canvas refinement; unsaved guest uploads are automatically purged. |
| 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% | 47 / 65 Auto-Clip mode with automatic yellow Hair Ring detection achieved 97.74% foreground IoU, with SAD = 86.88k and edge mad_band = 0.2145 due to 500×500 free preview downscaling and mild warm halo in outer flyaway curls (47.0/65). |
| 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) | 15 / 20 Free Small Preview exports a 500×500 8-bit RGBA transparent PNG without diagonal watermarks (5.96% pixel area retained, non-commercial use); full 2048×2048 resolution requires 1 subscription credit (15.0/20). |
| 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) | 11 / 15 Cloud Auto-Clip initialization and automatic hair ring segmentation completed in ~8.4s (11.0/15). |
