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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 | iLoveIMG | Nero AI | Switch / compare |
|---|---|---|---|
| Background removal | 83/100 2048 × 2048 · PNG | 80/100 2000 × 2000 · PNG | Active task |
| Image compression | 92/100 2048 × 2048 · PNG | 88/100 2048 × 2048 · PNG | |
| Image upscaling | 96/100 2048×2048 (PNG · 4.0x Full Resolution) · Historical description; output not attached | 84/100 2048 × 2048 · PNG | |
| Object removal | Not tested in topic | 77/100 2000 × 2000 · PNG | Compare in task topic → |
| Image generation | Not tested in topic | 91/100 1024 × 1024 · PNG | Compare in task topic → |
| Photo restoration | Not tested in topic | 79/100 JPEG · Output attached | Compare in task topic → |
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Browse this task →| Criterion | 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 | Nero AI Background Remover Background removal 80/100 Seven-aspect task score Free tier exports an unwatermarked transparent PNG for 1 free credit with high foreground recall and clean background removal, though inputs above 2000px are auto-resized to 2000×2000 and server cutout wait was 15.5s. Tested export 2000 × 2000 · PNG Historical test · 2026-10-21 |
|---|---|---|
| Pricing & rules | ||
| Pricing plans | 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 ↗ | Nero AI web plans (Free / Standard / Yearly promo / Business); USD · 2026-10-21 Plan · source date Monthly / one-time Annual bill / period Quota & limits Free2026-10-21 ↗ Free Free Free 5 free guest runs without login; 10 one-time credits per registered account (max 1000×1000px upload, 5 images/batch; 2× costs 1 credit, 4× costs 2 credits). Standard Monthly (300 credits)2026-10-21 ↗ USD 21.95/month — Monthly 300 credits/month (promotional USD 21.95/month, regular USD 24.99/month); up to 4000×4000px upload, 30 images/batch, priority processing, and 8× upscaling. Standard Yearly (3,000 credits/yr)2026-10-21 ↗ — Annual price not verified Annual 3,000 credits/year; promotional banner displays USD 7.66/month equivalent. Public page displays only the 7.66 USD/month equivalent without showing the annual invoice total before login. Business2026-10-21 ↗ Contact sales Quoted Quoted Custom credits and pricing (up to 200 images/batch, highest priority, API processing, and dedicated server). 4 plan / billing-period records, all listed; — means that period is not recorded. The official pricing page and credit table state that guests get 5 free runs and registered Free accounts receive 10 one-time Nero Credits (Standard/Photo/Anime 2× costs 1 credit/image, 4× costs 2 credits/image, paid-only 8× costs 4 credits/image). Standard monthly is USD 21.95/month promotional (regular USD 24.99/month, 300 credits/month). The yearly promo banner displays only "7.66 USD per month" (3,000 credits/year) without printing the annual invoice total before login, so the annual total is marked unverified. Verification has gaps; unknown prices and quotas are not inferred. Cancellation, sources & verification recordCancel anytime by turning off auto-renewal in account settings (remaining credits expire at the end of the billing period); FAQ states refunds are not allowed once Nero Credits have been used. Nero AI official pricing, credit consumption table, and FAQ ↗ · 2026-10-21 Capture 1 ↗ |
| Free & trial allowance on the test date | Free no-login batch background removal and 2048×2048 full-res PNG export; Premium unlocks larger batches and ad-free workspace | 1 Nero Credit per cutout; inputs exceeding 2000×2000 are auto-resized to 2000×2000 on the free tier (Pro supports up to 4000×4000) |
| Cancellation & refunds | Upgrade, downgrade or cancel in account settings; refund terms not separately verified. | Cancel anytime by turning off auto-renewal in account settings (remaining credits expire at the end of the billing period); FAQ states refunds are not allowed once Nero Credits have been used. |
| Disclosure of costs & limits | Clear upfront interface with zero surprise paywalls | Explicit modal before processing informs the user of the 2000×2000 free resize rule and 1-credit cost |
| Task quality | ||
| Measured fixture results | 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) | Edge error MAD: 0.0886 (Lower is better) · Global error SAD(k): 40.647 (Lower is better) · Foreground retention: 99.870% (Higher is better) · Background residue: 0.015% (Lower is better) |
| Fixture findings | Strong subject and curl retention with a smaller output file in this test; other scenes need separate checks. | Clean subject silhouette (99.87% foreground recall, 0.015% background leak) with moderate smoothing along fine peripheral hair strands and a boundary MAD of 0.0886 (53.5/65). |
| Original historical observation | 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. | High foreground recall (99.87%) and near-zero background leakage (0.015%), with slight resolution loss from the 2000×2000 free-tier input resize and moderate smoothing on fine peripheral hair wisps. |
| Suitable uses · historical assessment | Everyday users and e-commerce sellers seeking a zero-login, zero-gimmick 2048×2048 transparent PNG cutout | Users who already use the Nero AI suite and need clean unwatermarked cutouts up to 2000×2000px |
| Result & output evidence | ||
| Delivery capabilities | ||
| Recorded export specifications | 2048 × 2048 · PNG · No watermark in test | 2000 × 2000 · PNG · No watermark in test |
| Historical specification note · not an official maximum | 2048×2048 (Guest no-login direct 2048×2048 transparent PNG export, 100.0% pixel retention) | 2000×2000 (auto-resized from 2048×2048 input due to free-tier 2000px cap) |
| Watermark observation | No watermark | No watermark (native 2000×2000 RGBA transparent PNG) |
| Batch & API | Free tier supports multi-image batch upload | Supports Portrait / General model tabs, custom background replacement, batch processing, and commercial API (/ai-api) |
| Recorded free-tier dimensions | 2048 × 2048 | 2000 × 2000 |
| Attached file dimensions | 2048 × 2048 · PNG | 2000 × 2000 · PNG |
| Speed & reliability | ||
| Timing observation | Network-observed server wait: 6.4s · End-to-end reference: 13.94s | Network-observed server wait: 15.49s · End-to-end reference: 15.49s |
| Date & fixture | 2026-10-16 · anchor_bgremove_v1 · US-West (California, AS2914) | 2026-10-21 · 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 | No login in this test | No login in this test |
| Sign-in methods | No login required to upload, remove background, and download full-resolution transparent PNGs (optional email/Google login available) | Guest free credits (5 free runs) or Google / email account sign-in (10 signup credits) |
| Manual adjustment | One-click automated cutout without manual brushing | Not verified |
| Interaction observations | 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). | After confirming 'Resize & Continue' and 'Start (1 Nero Credits)', the workspace provides a clean split/toggle preview and a direct 'Download' button ('Download HD') that exports a 2000×2000 transparent PNG without watermark or paywall ambush. |
| Background & reputation | ||
| Service lifecycle notice | Not verified | Not verified |
| Operator | iLovePDF S.L. | Nero AG |
| Recorded origin | Barcelona, Spain | Karlsruhe, Germany |
| Domain history record | iLoveIMG launched 2016 (parent founded 2010) | 1995–present |
| Background & reputation assessment | Developed and operated by iLovePDF S.L. (Barcelona, Spain, founded 2010), a globally trusted document and image utility suite. | Developed and operated by Nero AG (Karlsruhe, Germany, founded 1995), a veteran multimedia software vendor with desktop and mobile apps. |
| External reputation record | 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. | Not verified |
| Engineering & privacy | ||
| Processing location | Uploaded for cloud processing | Uploaded for cloud processing |
| Third-party tracking record | Google Analytics · Google DoubleClick AdSense | Not verified |
| Engineering & privacy assessment | 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. | Executes server-side pre-resize (type=ImageCompressor:Standard) followed by cloud background removal (type=BackgroundRemover:Standard, server_s = 15.49s), returning a lossless 2000×2000 RGBA PNG (3,903,720 bytes). |
| Retention statement | Claims deletion within 2 hours; deletion not independently verified | Explicit retention period unconfirmed; inspect policy record |
| Evaluation basis | ||
| Pricing transparency | 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. | 27 / 35 Landing page offers immediate upload entry; uploading our 2048×2048 anchor pops up an explicit pre-processing notice ('Image exceeds 2000*2000 (Pro allows up to 4000*4000). Auto-resize to 2000×2000 for free processing') and clearly displays 'Start (1 Nero Credits)' alongside remaining free balance ('Free: 5 left') before execution. |
| Interaction restraint | 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). | 25 / 30 After confirming 'Resize & Continue' and 'Start (1 Nero Credits)', the workspace provides a clean split/toggle preview and a direct 'Download' button ('Download HD') that exports a 2000×2000 transparent PNG without watermark or paywall ambush. |
| Background & reputation | 23 / 25 Developed and operated by iLovePDF S.L. (Barcelona, Spain, founded 2010), a globally trusted document and image utility suite. | 19 / 20 Developed and operated by Nero AG (Karlsruhe, Germany, founded 1995), a veteran multimedia software vendor with desktop and mobile apps. |
| Engineering & privacy | 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. | 13 / 15 Executes server-side pre-resize (type=ImageCompressor:Standard) followed by cloud background removal (type=BackgroundRemover:Standard, server_s = 15.49s), returning a lossless 2000×2000 RGBA PNG (3,903,720 bytes). |
| Task quality | 48.6 / 65 Transition band error mad_band=0.0997 · Global SAD(k)=47.178 · Foreground recall 99.91% / Background leak 0.104% | 53.5 / 65 On our 2048×2048 ground-truth matte (evaluated against 2000×2000 native export): boundary MAD_band = 0.0886, SAD_k = 40.647, MSE = 0.002809, Grad_err = 0.02365, foreground recall = 99.87%, and background leak = 0.015%. Main subject silhouette and foreground retention are clean, with moderate softening along fine hair strands (53.5/65). |
| Deliverable specifications | 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) | 19 / 20 Clean unwatermarked RGBA PNG export (8/8); free tier caps input dimensions at 2000×2000 (95.37% pixel retention vs 2048×2048 source; Pro unlocks up to 4000×4000) (11.0/12). |
| Processing speed | 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) | 6 / 15 2026-10-21 same-run CDP network timing: 15.49s server wait for BackgroundRemover:Standard task r15 -> r25 (plus 11.15s multipart upload; 19.37s total server task sequence including pre-resize r12 -> r25, async_verified) (6.0/15). |

