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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 | Leonardo.Ai | iLoveIMG | Switch / compare |
|---|---|---|---|
| Background removal | 86/100 2048 × 2048 · PNG | 83/100 2048 × 2048 · PNG | Active task |
| Image compression | Not tested in topic | 92/100 2048 × 2048 · PNG | Compare in task topic → |
| Image upscaling | 78/100 1024×1024 (2.0x · Unwatermarked high-quality JPG · 271.9 KB) · Historical description; output not attached | 96/100 2048×2048 (PNG · 4.0x Full Resolution) · Historical description; output not attached | |
| Object removal | 88/100 2048×2048 (Native full-resolution watermark-free PNG) · Historical description; output not attached | Not tested in topic | Compare in task topic → |
| Image generation | 88/100 1024×1024 (Unwatermarked JPEG, 147.5KB, 100% pixel retention) · Historical description; output not attached | Not tested in topic | Compare in task topic → |
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Browse this task →| Criterion | Leonardo.Ai (Remove Background) Background removal 86/100 Seven-aspect task score Full-size export plus shadow and transparency controls offer flexibility with upfront credit disclosure; login and 40 tokens were required in this run. Tested export 2048 × 2048 · PNG Historical test · 2026-10-16 | iLoveIMG (Remove Background) Background removal 83/100 Seven-aspect task score Free full-size export without login keeps downloads simple; files are processed in the cloud and the page loads ad and analytics scripts. Tested export 2048 × 2048 · PNG Historical test · 2026-10-16 |
|---|---|---|
| Pricing & rules | ||
| Pricing plans | Web individual and default three-seat team plans; excludes API · 2026-10-20 Plan · source date Monthly / one-time Annual bill / period Quota & limits Essential2026-10-20 ↗ 2026-10-20 ↗ USD 12/month USD 120/year Monthly 8,500 Fast Tokens/month; token bank 25,500 Annual 8,500 Fast Tokens/month Rules [1] Premium2026-10-20 ↗ 2026-10-20 ↗ USD 30/month USD 288/year Monthly 25,000 Fast Tokens/month; token bank 75,000 Annual 25,000 Fast Tokens/month Rules [1] Ultimate2026-10-20 ↗ 2026-10-20 ↗ USD 60/month USD 576/year Monthly 60,000 Fast Tokens/month; token bank 180,000 Annual 60,000 Fast Tokens/month Rules [1] 10 plan / billing-period records, all listed; — means that period is not recorded. The app payment panel confirms personal annual prices of $120/$288/$576, differing from earlier rounded monthly equivalents on the marketing site. Public plans permit paid users to buy top-ups without quoting pack prices or per-removal token cost. Unlimited relaxed generation does not establish unlimited removal. Verification has gaps; unknown prices and quotas are not inferred. Cancellation, sources & verification recordSelf-serve cancellation in account settings Official plans and usage terms ↗ · 2026-10-20 Capture 1 ↗ · Capture 2 ↗ Official app annual payment selection ↗ · 2026-10-20 Capture 1 ↗ · Capture 2 ↗ · Capture 3 ↗ | Web single-user free, monthly, annual and enterprise quote; USD · 2026-10-20 Plan · source date Monthly / one-time Annual bill / period Quota & limits Basic2026-10-20 ↗ Free Free Free Basic tools and limited processing; AI background-removal allowance unspecified Premium2026-10-20 ↗ USD 9/month USD 60/year Annual 2,000 AI credits listed; refresh cycle not stated on the card All tools, priority support and no ads; 1–25 users selectable Monthly 2,000 AI credits; reset period not stated on the card 4 plan / billing-period records, all listed; — means that period is not recorded. Pricing, FAQ and removal entry were rechecked. Premium lists 2,000 AI credits, but these pages do not specify removal cost, free image count or credit refresh cycle. Unlimited document processing does not establish unlimited AI removal. FAQ says file-count/size limits block processing; prices include VAT, with region-dependent reverse-charge invoicing. Verification has gaps; unknown prices and quotas are not inferred. Cancellation, sources & verification recordUpgrade, downgrade or cancel in account settings; refund terms not separately verified. Official plans and usage terms ↗ · 2026-10-20 Capture 1 ↗ · Capture 2 ↗ Current pricing and AI credits ↗ · 2026-10-20 Capture 1 ↗ Official handling of usage limits ↗ · 2026-10-20 Capture 1 ↗ Background removal entry recheck ↗ · 2026-10-20 Capture 1 ↗ |
| Free & trial allowance on the test date | 150 free daily tokens; each 25MP full-resolution background removal costs 40 tokens (3 free full-res cutouts/day) | Free no-login batch background removal and 2048×2048 full-res PNG export; Premium unlocks larger batches and ad-free workspace |
| Cancellation & refunds | Self-serve cancellation in account settings | Upgrade, downgrade or cancel in account settings; refund terms not separately verified. |
| Disclosure of costs & limits | Remove Background dialog transparently lists resolution tiers (25MP/50MP) and 40-token cost before execution | Clear upfront interface with zero surprise paywalls |
| Task quality | ||
| Measured fixture results | Edge error MAD: 0.164 (Lower is better) · Global error SAD(k): 25.541 (Lower is better) · Foreground retention: 99.870% (Higher is better) · Background residue: 0.410% (Lower is better) | Edge error MAD: 0.0997 (Lower is better) · Global error SAD(k): 47.178 (Lower is better) · Foreground retention: 99.910% (Higher is better) · Background residue: 0.104% (Lower is better) |
| Fixture findings | Fine curls were well retained with semi-transparency enabled; the result is specific to this mode and fixture. | Strong subject and curl retention with a smaller output file in this test; other scenes need separate checks. |
| Original historical observation | With Semi-transparency enabled, Leonardo.Ai's Remove Background preserves fine outer curls exceptionally well—achieving 99.87% foreground recall, SAD(k)=25.541, and mad_band=0.164 at full 2048×2048 resolution. | Achieves 99.91% foreground recall and only 0.104% background leak with a clean hair transition band (mad_band=0.0997, SAD(k)=47.18), exporting an optimized 1.43MB 2048×2048 transparent PNG. |
| Suitable uses · historical assessment | Creators needing ultra-high curly hair recall (99.87%) and direct integration with Canva Magic Layers or AI generation workflows | Everyday users and e-commerce sellers seeking a zero-login, zero-gimmick 2048×2048 transparent PNG cutout |
| Result & output evidence | ||
| Delivery capabilities | ||
| Recorded export specifications | 2048 × 2048 · PNG · No watermark in test | 2048 × 2048 · PNG · No watermark in test |
| Historical specification note · not an official maximum | 2048×2048 (100% native RGBA PNG, supports up to 25MP/50MP) | 2048×2048 (Guest no-login direct 2048×2048 transparent PNG export, 100.0% pixel retention) |
| Watermark observation | No Watermark | No watermark |
| Batch & API | Sequential uploads in Library | Free tier supports multi-image batch upload |
| Recorded free-tier dimensions | 2048 × 2048 | 2048 × 2048 |
| Attached file dimensions | 2048 × 2048 · PNG | 2048 × 2048 · PNG |
| Speed & reliability | ||
| Timing observation | Network-observed server wait: 7.5s · End-to-end reference: 9s | Network-observed server wait: 6.4s · End-to-end reference: 13.94s |
| Date & fixture | 2026-10-16 · anchor_bgremove_v1 · US-West (California, AS2914) | 2026-10-16 · 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 | Free login via Google, Apple, Microsoft, or Email | No login required to upload, remove background, and download full-resolution transparent PNGs (optional email/Google login available) |
| Manual adjustment | Can open directly in Canvas Editor or Canva Magic Layers | One-click automated cutout without manual brushing |
| Interaction observations | Clean configuration dialog with Resolution (25MP/50MP), Shadow (None/Drop/3D), Background (Transparent/Color/Image), and Semi-transparency toggles. | No signup modals, no countdown timers, and no forced cross-product redirects; only displays a Google AdSense banner on the left side of the workspace (-2). |
| Background & reputation | ||
| Service lifecycle notice | Not verified | Not verified |
| Operator | Leonardo Interactive Pty Ltd (Canva Group) | iLovePDF S.L. |
| Recorded origin | Sydney, Australia | Barcelona, Spain |
| Domain history record | 2022–Present | iLoveIMG launched 2016 (parent founded 2010) |
| Background & reputation assessment | Operated by Leonardo Interactive Pty Ltd (Sydney, Australia; part of Canva Group), with built-in Edit in Canva / Magic Layers integration. | Developed and operated by iLovePDF S.L. (Barcelona, Spain, founded 2010), a globally trusted document and image utility suite. |
| External reputation record | Flagship generative AI suite deeply integrated with Canva. | Matching its #1 rank in our AI Image Upscaler benchmark (94.6), iLoveIMG also delivers true no-login 2048×2048 unwatermarked exports in Background Removal. |
| Engineering & privacy | ||
| Processing location | Uploaded for cloud processing | Uploaded for cloud processing |
| Third-party tracking record | No third-party services listed in this record; this is not proof that none exist. | Google Analytics · Google DoubleClick AdSense |
| Engineering & privacy assessment | Natively supports 25MP–50MP cutouts without client-side pre-downscaling, returning an exact 2048×2048 RGBA PNG. | Uploads via HTTPS to api4g.iloveimg.com under ISO/IEC 27001 certification with automatic file deletion within 2 hours; loads Google Analytics and DoubleClick AdSense scripts. |
| Retention statement | Explicit retention period unconfirmed; inspect policy record | Claims deletion within 2 hours; deletion not independently verified |
| Evaluation basis | ||
| Pricing transparency | 34 / 40 Requires a free login; free accounts receive 150 daily tokens (01_landing.png), clicking Remove Background on an uploaded image clearly displays resolution tiers (Up to 25 MP / 50 MP) and the 40-token cost (02_workspace.png), and delivers a full 2048×2048 true-Alpha PNG download (03_download.png). | 40 / 40 Clean, zero-friction landing page: guests can upload the 2048×2048 anchor image without logging in, preview the cutout, and click "Remove background" to directly download a full 2048×2048 unwatermarked PNG (1.43MB) with zero hidden paywalls. |
| Interaction restraint | 19 / 20 Clean configuration dialog with Resolution (25MP/50MP), Shadow (None/Drop/3D), Background (Transparent/Color/Image), and Semi-transparency toggles. | 18 / 20 No signup modals, no countdown timers, and no forced cross-product redirects; only displays a Google AdSense banner on the left side of the workspace (-2). |
| Background & reputation | 22 / 25 Operated by Leonardo Interactive Pty Ltd (Sydney, Australia; part of Canva Group), with built-in Edit in Canva / Magic Layers integration. | 23 / 25 Developed and operated by iLovePDF S.L. (Barcelona, Spain, founded 2010), a globally trusted document and image utility suite. |
| Engineering & privacy | 13 / 15 Natively supports 25MP–50MP cutouts without client-side pre-downscaling, returning an exact 2048×2048 RGBA PNG. | 13 / 15 Uploads via HTTPS to api4g.iloveimg.com under ISO/IEC 27001 certification with automatic file deletion within 2 hours; loads Google Analytics and DoubleClick AdSense scripts. |
| Task quality | 53 / 65 Transition band error mad_band=0.164 · Global SAD(k)=25.541 · Foreground recall 99.87% / Background leak 0.410% | 48.6 / 65 Transition band error mad_band=0.0997 · Global SAD(k)=47.178 · Foreground recall 99.91% / Background leak 0.104% |
| Deliverable specifications | 20 / 20 True Alpha channel (8/8); Max deliverable spec: 2048×2048 (100% native RGBA PNG, supports up to 25MP/50MP) | 20 / 20 True Alpha channel (8/8); Max deliverable spec: 2048×2048 (Guest no-login direct 2048×2048 transparent PNG export, 100.0% pixel retention) |
| Processing speed | 12.5 / 15 Network-observed server wait: 7.5s (API mode: async_queue; network upload 1.5s / end-to-end 9s shown for reference only, never penalized) | 10 / 15 Network-observed server wait: 6.4s (API mode: async; network upload 3.18s / end-to-end 13.94s shown for reference only, never penalized) |

