See your options side by side
Choose one task and 2–4 tools. Compare pricing, output, test results and trust.
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 | Icons8 | Switch / compare |
|---|---|---|---|
| Background removal | 91/100 1024 × 1024 · PNG | 73/100 2048 × 2048 · PNG | Active task |
| Image upscaling | 88/100 1024×1024 (PNG · 2.0x Unwatermarked) · Historical description; output not attached | 66/100 1024 × 1024 · PNG | |
| Object removal | 84/100 1024×1024 (Free SD, No Watermark) · Historical description; output not attached | Not tested in topic | Compare in task topic → |
Select at least 2 tools to compare
You can also filter a task page first, then compare your shortlist.
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 | Icons8 Background Remover Background removal 73/100 Seven-aspect task score Trial limits are disclosed upfront, with full-size output and batch support without login; only three free trials and a notification prompt limit convenience. Tested export 2048 × 2048 · 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 ↗ | Icons8 web background remover: monthly, annual and prepaid, excluding API · 2026-10-20 Plan · source date Monthly / one-time Annual bill / period Quota & limits Minimum prepaid package2026-10-20 ↗ USD 10 · one-time payment Usage / one-time Usage / one-time Minimum charge $10; at the listed $0.20/image this equals 50 images; use anytime Limited2026-10-20 ↗ USD 9/month USD 90/year Monthly 100 images/month; unused credits roll over Annual 100 images/month; unused credits roll over Prepaid $502026-10-20 ↗ USD 50 · one-time payment Usage / one-time Usage / one-time 250 images at the listed $0.20/image; use anytime Prepaid $1002026-10-20 ↗ USD 100 · one-time payment Usage / one-time Usage / one-time 500 images at the listed $0.20/image; use anytime Prepaid $2002026-10-20 ↗ USD 200 · one-time payment Usage / one-time Usage / one-time 1,000 images at the listed $0.20/image; use anytime 9 plan / billing-period records, all listed; — means that period is not recorded. Prepaid entry confirms a $10 minimum and $50/$100/$200/custom choices. Displayed discounted prices are retained. Reviewed general terms assign applicable taxes to the user but do not specify background-remover subscription refund/cancellation details, which remain unconfirmed. 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 ↗ Minimum prepaid charge and amount choices ↗ · 2026-10-20 Capture 1 ↗ Relevant official terms excerpts ↗ · 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 | Anonymous visitors get 3 free demo background removals at full resolution; additional images cost $0.20/image or $9/mo |
| 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 | Disclosed upfront in the landing page hero subtitle ("Try it with 3 demo removes") |
| 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: 0.1653 (Lower is better) · Global error SAD(k): 52.608 (Lower is better) · Foreground retention: 99.070% (Higher is better) · Background residue: 0.260% (Lower is better) |
| Fixture findings | Fine hair transitions with little background residue in this portrait test; coverage is limited to the recorded fixture. | Clean subject contours and free full-size output in the record; the finest flyaway hairs are cut sharply. |
| 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. | Clean main subject and inner curl separation (99.07% foreground recall) with slightly firmer outer flyaway cutoffs (mad_band=0.1653) at full 2048×2048 native resolution. |
| Suitable uses · historical assessment | E-commerce & design workflows needing best-in-class hair edge accuracy where 1024px resolution suffices | Designers needing 1–3 full-resolution 2048×2048 unwatermarked cutouts without creating an account |
| 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 (Unwatermarked 2048×2048 RGBA PNG within 3 free guest demo removals) |
| Watermark observation | None | No watermark |
| Batch & API | Web UI supports dragging up to 10 images at once; commercial API available | Batch upload up to 500 images, REST API, Mac app, and Figma/Photoshop plugins |
| 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: 7.4s · End-to-end reference: 10.2s |
| 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 3 full-res demo images; supports Email / Google / GitHub sign-in |
| 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.) | Triggers a browser notification permission prompt during upload to alert when background processing completes, but allows direct 2048×2048 unwatermarked export within the 3-image demo quota without forced signup. |
| Background & reputation | ||
| Service lifecycle notice | Not verified | Not verified |
| Operator | Jasper AI, Inc. (formerly Init ML / Stability AI Clipdrop) | Icons8 LLC |
| Recorded origin | Founded in Paris, France / Austin, TX, USA (Jasper AI) | New York, USA (Global Distributed Team) |
| Domain history record | Launched 2020 | 2012–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 Icons8 LLC (founded in 2012 by Ivan Boyko, creator of Pichon, Lunacy, Smart Upscaler, and Generated Photos). |
| 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 batch drag-and-drop up to 500 images (JPG/PNG/WebP) via the ai-cdn.icons8.com async pipeline, plus native Mac app, Figma/Photoshop plugins, and REST API. |
| 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. | 29 / 35 The landing page (01_landing.png) explicitly states "Try it with 3 demo removes" in the hero subtitle. Anonymous guests can upload and download full 2048×2048 unwatermarked RGBA PNG cutouts (02_workspace.png) for up to 3 demo images before hitting the "$0.20 per image / $9 per month" paywall (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 / 30 Triggers a browser notification permission prompt during upload to alert when background processing completes, but allows direct 2048×2048 unwatermarked export within the 3-image demo quota without forced signup. |
| 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 Developed by Icons8 LLC (founded in 2012 by Ivan Boyko, creator of Pichon, Lunacy, Smart Upscaler, and Generated Photos). |
| Engineering & privacy | 14 / 15 Protected by Cloudflare Turnstile + AppCheck over a fast synchronous API (api.clipdrop.co/remove-background/v2). | 12 / 15 Supports batch drag-and-drop up to 500 images (JPG/PNG/WebP) via the ai-cdn.icons8.com async pipeline, plus native Mac app, Figma/Photoshop plugins, and REST API. |
| 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% | 38.6 / 65 Transition band error mad_band=0.1653 · Global SAD(k)=52.608 · Foreground recall 99.07% / Background leak 0.260% |
| 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 (Unwatermarked 2048×2048 RGBA PNG within 3 free guest demo removals) |
| 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) | 10 / 15 Network-observed server wait: 7.4s (API mode: async; network upload 1.6s / end-to-end 10.2s shown for reference only, never penalized) |
