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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 | LightX | Switch / compare |
|---|---|---|---|
| Background removal | 91/100 1024 × 1024 · PNG | 64/100 480 × 480 · PNG | Active task |
| Image upscaling | 88/100 1024×1024 (PNG · 2.0x Unwatermarked) · Historical description; output not attached | 86/100 JPEG · Output attached | |
| Object removal | 84/100 1024×1024 (Free SD, No Watermark) · Historical description; output not attached | 66/100 JPEG · Output attached | |
| Image generation | Not tested in topic | 83/100 JPEG · Output 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 | LightX AI Background Remover Background removal 64/100 Seven-aspect task score Clearly labelled tiers allow login-free use, but free output is only 480px with limited fine-hair detail; HD requires login. Tested export 480 × 480 · PNG Historical test · 2026-10-17 |
|---|---|---|
| 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 ↗ | USD web monthly/annual subscriptions and 800-credit pack; excludes API · 2026-10-20 Plan · source date Monthly / one-time Annual bill / period Quota & limits Starter2026-10-20 ↗ Free Free Free Card states 6 AI credits/day; comparison table instead says up to 5 credits Background removal outputs low-resolution JPG; export table lists 512px Pro2026-10-20 ↗ USD 9.99/month USD 59.99/year Annual 1,000 AI credits/month; unlimited background removal/replacement PNG and high resolution; export table lists 4096px Monthly 1,000 AI credits/month; unlimited background removal/replacement PNG and high resolution; export table lists 4096px 800 AI credit pack2026-10-20 ↗ USD 9.99 · one-time payment Usage / one-time Usage / one-time 800 general AI credits Advertised lifetime validity 4 plan / billing-period records, all listed; — means that period is not recorded. Monthly $9.99 verified; promotional annual total $59.99 and non-expiring 800-credit pack $9.99. The free card still says 6 daily credits while the table says up to 5. Free removal is low-resolution JPG; Pro provides unlimited high-resolution PNG removal. Earlier INR and current USD observations do not imply identical regional pricing. 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 ↗ Monthly pricing and feature comparison ↗ · 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 | Free guest 480×480 export; registered users receive daily free AI credits for advanced editor tools |
| 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 | Exact resolution limits are displayed right below the Download HD and Download Standard buttons |
| 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: 0.228 (Lower is better) · Global error SAD(k): 50.793 (Lower is better) · Foreground retention: 99.890% (Higher is better) · Background residue: 1.303% (Lower is better) |
| Fixture findings | Fine hair transitions with little background residue in this portrait test; coverage is limited to the recorded fixture. | Complete subject contours and convenient previews; this free export was only 480px and smoothed fine hair. |
| 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. | LightX cleanly segments the portrait silhouette (99.89% foreground recall) and offers instant backdrop color previews on the result page (02_workspace.png), though the 480×480 guest resolution cap pixelates fine flyaway curls. |
| Suitable uses · historical assessment | E-commerce & design workflows needing best-in-class hair edge accuracy where 1024px resolution suffices | Users needing quick, unwatermarked small transparent thumbnails or icons (480×480) without signing up |
| Result & output evidence | ||
| Delivery capabilities | ||
| Recorded export specifications | 1024 × 1024 · PNG · No watermark in test | 480 × 480 · 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) | 480 × 480 (Guest Standard tier, 5.5% pixel retention) |
| Watermark observation | None | No watermark |
| Batch & API | Web UI supports dragging up to 10 images at once; commercial API available | Commercial API (https://www.lightxeditor.com/api/) + full web editor |
| Recorded free-tier dimensions | 1024 × 1024 | 480 × 480 |
| Attached file dimensions | 1024 × 1024 · PNG | 480 × 480 · PNG |
| Speed & reliability | ||
| Timing observation | Network-observed server wait: 3.45s · End-to-end reference: 0.91s | Network-observed server wait: 5.85s · End-to-end reference: 7.5s |
| 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 480×480 Standard PNG; Google / Facebook / Email login required for 1920×1920 HD |
| 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.) | Explicitly labels exact pixel limits (480×480 vs 1920×1920) directly beneath the two download buttons with zero hidden watermarks. |
| Background & reputation | ||
| Service lifecycle notice | Not verified | Not verified |
| Operator | Jasper AI, Inc. (formerly Init ML / Stability AI Clipdrop) | AndOr Communications Pvt. Ltd. (LightX) |
| Recorded origin | Founded in Paris, France / Austin, TX, USA (Jasper AI) | New Delhi, India |
| Domain history record | Launched 2020 | 2017–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. | Developed by AndOr Communications Pvt. Ltd. (New Delhi, India), creator of the globally popular LightX mobile photo editor with tens of millions of downloads. |
| 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). | Performs HTTPS cloud segmentation and triggers direct local download for Standard resolution without intrusive browser permissions. |
| 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. | 28 / 35 Supports direct unauthenticated image upload on the landing page (01_landing.png) and clearly displays two download buttons side by side: "Download HD (Resolution upto 1920 x 1920 px)" and "Download Standard (Resolution upto 480 x 480 px)" (02_workspace.png). Clicking Download Standard immediately exports a 480×480 unwatermarked RGBA PNG without login, while clicking Download HD opens a "Log In to Continue" modal (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.) | 25 / 30 Explicitly labels exact pixel limits (480×480 vs 1920×1920) directly beneath the two download buttons with zero hidden watermarks. |
| 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 / 20 Developed by AndOr Communications Pvt. Ltd. (New Delhi, India), creator of the globally popular LightX mobile photo editor with tens of millions of downloads. |
| Engineering & privacy | 14 / 15 Protected by Cloudflare Turnstile + AppCheck over a fast synchronous API (api.clipdrop.co/remove-background/v2). | 11 / 15 Performs HTTPS cloud segmentation and triggers direct local download for Standard resolution without intrusive browser permissions. |
| 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% | 34.6 / 65 Achieves a very high 99.89% foreground recall, but because the free guest export is capped at 480×480 (only 23.4% of the 2048px master width), fine outer hair curls suffer heavy downsampling loss when evaluated against the 2048×2048 Ground-Truth alpha (mad_band = 0.2280, SAD = 50.793k, bg_leak = 1.303%) (34.6/65). |
| 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) | 10 / 20 Delivers a clean, unwatermarked RGBA PNG for free without login, but caps guest resolution at 480×480 (retaining 5.5% of original pixels) (10.0/20). |
| 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) | 12 / 15 Cloud background removal completed in ~5.85s for the 2048×2048 master (12.0/15). |
