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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 | Pixlr | Switch / compare |
|---|---|---|---|
| Background removal | 91/100 1024 × 1024 · PNG | 68/100 2048 × 2048 · PNG | Active task |
| Image upscaling | 88/100 1024×1024 (PNG · 2.0x Unwatermarked) · Historical description; output not attached | 88/100 2048×2048 (PNG · 4.0x Super Scale) · Historical description; output not attached | |
| Object removal | 84/100 1024×1024 (Free SD, No Watermark) · Historical description; output not attached | 90/100 2048×2048 (Native Full-Res No Watermark PNG/JPG/WebP) · Historical description; output not attached | |
| Image generation | Not tested in topic | 92/100 1024×1024 (Unwatermarked PNG, 1.38MB) · Historical description; output not attached | Compare in task topic → |
| Photo restoration | Not tested in topic | 69/100 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 | Pixlr Remove BG Background removal 68/100 Seven-aspect task score Free login-free export produces a 2048px file, but processing downsizes first and enlarges the mask; overlay promotions and ZIP-only downloads add friction. Tested export 2048 × 2048 · PNG Historical test · 2026-10-15 |
|---|---|---|
| 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 web monthly/annual tiers and five credit top-up packs · 2026-10-20 Plan · source date Monthly / one-time Annual bill / period Quota & limits Plus2026-10-20 ↗ USD 2.49/month USD 23.88/year Monthly 80 AI credits/month; not a dedicated removal count Rules [1] Annual 960 general AI credits/year, valid for one year Rules [2] Premium2026-10-20 ↗ USD 9.99/month USD 95.88/year Monthly 1,000 AI credits/month; not a dedicated removal count Rules [1] Annual 12,000 general AI credits/year, valid for one year Rules [2] Ultra regular2026-10-20 ↗ USD 24.99/month USD 239.9/year Monthly 5,000 AI credits/month; not a dedicated removal count Rules [1] Annual 60,000 general AI credits/year, valid for one year Rules [2] Ultra MAX2026-10-20 ↗ USD 49.99/month USD 479.9/year Monthly 10,000 AI credits/month; not a dedicated removal count Rules [1] Annual 120,000 general AI credits/year, valid for one year Rules [2] 200 AI credits2026-10-20 ↗ USD 3.99 · one-time payment Usage / one-time Usage / one-time 200 general AI credits; pack expiry not separately verified 500 AI credits2026-10-20 ↗ USD 6.99 · one-time payment Usage / one-time Usage / one-time 500 general AI credits; pack expiry not separately verified 1,000 AI credits2026-10-20 ↗ USD 9.99 · one-time payment Usage / one-time Usage / one-time 1,000 general AI credits; pack expiry not separately verified 2,000 AI credits2026-10-20 ↗ USD 16.99 · one-time payment Usage / one-time Usage / one-time 2,000 general AI credits; pack expiry not separately verified 5,000 AI credits2026-10-20 ↗ USD 30.99 · one-time payment Usage / one-time Usage / one-time 5,000 general AI credits; pack expiry not separately verified 13 plan / billing-period records, all listed; — means that period is not recorded. All four annual charges were confirmed at checkout. Ultra $239.90/year and Ultra MAX $479.90/year differ from rounded monthly equivalents multiplied by 12. The feature FAQ advertises free removal and batch ZIP export without quantifying free counts/limits. Removal credit conversion and top-up expiry are not separately stated in reviewed pages. Tax depends on billing address. Verification has gaps; unknown prices and quotas are not inferred. Cancellation, sources & verification recordPage states cancellation is available anytime; refund details unverified. Official plans and usage terms ↗ · 2026-10-20 Capture 1 ↗ · Capture 2 ↗ · Capture 3 ↗ Official annual checkout summaries for all four plans ↗ · 2026-10-20 Capture 1 ↗ · Capture 2 ↗ · Capture 3 ↗ · Capture 4 ↗ Official free removal and batch explanation ↗ · 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 saves up to daily browser quota; Pixlr Plus/Premium unlocks unlimited saves |
| Cancellation & refunds | Self-serve cancellation anytime in account settings | Page states cancellation is available anytime; refund details unverified. |
| Disclosure of costs & limits | Login prompt appears on clicking 'Remove background'; 1024×1024 SD cap is disclosed via modal before processing | Client-side pre-downscale is not disclosed in the UI (detected via CDP network payload inspection) |
| 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: 0.1373 (Lower is better) · Global error SAD(k): 51.148 (Lower is better) · Foreground retention: 99.640% (Higher is better) · Background residue: 0.120% (Lower is better) |
| Fixture findings | Fine hair transitions with little background residue in this portrait test; coverage is limited to the recorded fixture. | The export is 2048px, but hair has blocky cuts and jagged gaps; inspect carefully for detailed cutouts. |
| 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. | Because segmentation runs on a heavily compressed upload and a 22KB mask upscaled to 2048px, curly hair edges appear blocky and hard-clipped (mad_band=0.1462, SAD(k)=51.1, bg_leak=0.816%). |
| Suitable uses · historical assessment | E-commerce & design workflows needing best-in-class hair edge accuracy where 1024px resolution suffices | Simple hard-edged objects (boxes, cars, icons) needing sub-second processing where fine hair detail is not required |
| 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 nominal output (⚠️ CDP packet inspection reveals browser downscales/compresses 6.63MB input to 0.127MB before upload, then upscales a 22KB low-res mask back to 2048×2048) |
| Watermark observation | None | None |
| Batch & API | Web UI supports dragging up to 10 images at once; commercial API available | Supports uploading multiple images at once and exporting as a single ZIP |
| 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: 0.78s · End-to-end reference: 1.3s |
| 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 free ZIP download |
| Manual adjustment | Manual erase / adjustment recorded in the historical flow | Built-in Fine Tune brush (Draw/Erase) in the web workspace |
| 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.) | Landing page displays a promotional modal overlay on entry (-4 pts), though guest ZIP download works without login. |
| Background & reputation | ||
| Service lifecycle notice | Not verified | Not verified |
| Operator | Jasper AI, Inc. (formerly Init ML / Stability AI Clipdrop) | Pixlr Pte. Ltd. (Inmagine Group) |
| Recorded origin | Founded in Paris, France / Austin, TX, USA (Jasper AI) | Singapore / Malaysia (founded in Sweden 2008) |
| Domain history record | Launched 2020 | Launched 2008 |
| 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. | Pixlr (Inmagine Group / 123RF ecosystem, founded 2008), veteran browser photo editor. |
| 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. | Classic browser editor with ultra-low subscription pricing ($1.99/mo), but its web BG remover trades hair edge precision for bandwidth savings via client pre-compression. |
| Engineering & privacy | ||
| Processing location | Uploaded for cloud processing | Uploaded for cloud processing |
| Third-party tracking record | Cloudflare Turnstile · Firebase Auth/Firestore · Sentry | Google Analytics · AdSense / Programmatic Ads |
| Engineering & privacy assessment | Protected by Cloudflare Turnstile + AppCheck over a fast synchronous API (api.clipdrop.co/remove-background/v2). | Fast 0.78s server response, but client-side pre-compression sacrifices high-frequency hair detail. |
| 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. | 22 / 40 Allows guest export of a 2048×2048 PNG inside a ZIP archive, but does not disclose that the image is pre-compressed in the browser and segmented using a low-resolution mask before upscaling back to 2048×2048. |
| 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.) | 14 / 20 Landing page displays a promotional modal overlay on entry (-4 pts), though guest ZIP download works without login. |
| 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. | 22 / 25 Pixlr (Inmagine Group / 123RF ecosystem, founded 2008), veteran browser photo editor. |
| Engineering & privacy | 14 / 15 Protected by Cloudflare Turnstile + AppCheck over a fast synchronous API (api.clipdrop.co/remove-background/v2). | 13 / 15 Fast 0.78s server response, but client-side pre-compression sacrifices high-frequency hair detail. |
| 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% | 39 / 65 Transition band error mad_band=0.1373 · Global SAD(k)=51.148 · Foreground recall 99.64% / Background leak 0.120% |
| 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) | 12 / 20 True Alpha channel (8/8); Max deliverable spec: 2048×2048 nominal output (⚠️ CDP packet inspection reveals browser downscales/compresses 6.63MB input to 0.127MB before upload, then upscales a 22KB low-res mask back to 2048×2048) |
| 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) | 15 / 15 Network-observed server wait: 0.78s (API mode: sync_json; network upload 0.2s / end-to-end 1.3s shown for reference only, never penalized) |
