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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 | Nero AI | Icons8 | Switch / compare |
|---|---|---|---|
| Background removal | 80/100 2000 × 2000 · PNG | 73/100 2048 × 2048 · PNG | Active task |
| Image compression | 88/100 2048 × 2048 · PNG | Not tested in topic | Compare in task topic → |
| Image upscaling | 84/100 2048 × 2048 · PNG | 66/100 1024 × 1024 · PNG | |
| Object removal | 77/100 2000 × 2000 · PNG | Not tested in topic | Compare in task topic → |
| Image generation | 91/100 1024 × 1024 · PNG | Not tested in topic | Compare in task topic → |
| Photo restoration | 79/100 JPEG · Output attached | Not tested in topic | Compare in task topic → |
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Browse this task →| Criterion | 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 | 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 |
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| Pricing & rules | ||
| Pricing plans | 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 ↗ | 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 | 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) | Anonymous visitors get 3 free demo background removals at full resolution; additional images cost $0.20/image or $9/mo |
| Cancellation & refunds | 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. | Cancellation and refund terms follow official checkout and help policies. |
| Disclosure of costs & limits | Explicit modal before processing informs the user of the 2000×2000 free resize rule and 1-credit cost | Disclosed upfront in the landing page hero subtitle ("Try it with 3 demo removes") |
| Task quality | ||
| Measured fixture results | 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) | 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 | 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). | Clean subject contours and free full-size output in the record; the finest flyaway hairs are cut sharply. |
| Original historical observation | 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. | 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 | Users who already use the Nero AI suite and need clean unwatermarked cutouts up to 2000×2000px | Designers needing 1–3 full-resolution 2048×2048 unwatermarked cutouts without creating an account |
| Result & output evidence | ||
| Delivery capabilities | ||
| Recorded export specifications | 2000 × 2000 · PNG · No watermark in test | 2048 × 2048 · PNG · No watermark in test |
| Historical specification note · not an official maximum | 2000×2000 (auto-resized from 2048×2048 input due to free-tier 2000px cap) | 2048×2048 (Unwatermarked 2048×2048 RGBA PNG within 3 free guest demo removals) |
| Watermark observation | No watermark (native 2000×2000 RGBA transparent PNG) | No watermark |
| Batch & API | Supports Portrait / General model tabs, custom background replacement, batch processing, and commercial API (/ai-api) | Batch upload up to 500 images, REST API, Mac app, and Figma/Photoshop plugins |
| Recorded free-tier dimensions | 2000 × 2000 | 2048 × 2048 |
| Attached file dimensions | 2000 × 2000 · PNG | 2048 × 2048 · PNG |
| Speed & reliability | ||
| Timing observation | Network-observed server wait: 15.49s · End-to-end reference: 15.49s | Network-observed server wait: 7.4s · End-to-end reference: 10.2s |
| Date & fixture | 2026-10-21 · 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 | No login in this test | No login in this test |
| Sign-in methods | Guest free credits (5 free runs) or Google / email account sign-in (10 signup credits) | No login required for 3 full-res demo images; supports Email / Google / GitHub sign-in |
| Manual adjustment | Not verified | Not verified |
| Interaction observations | 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. | 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 | Nero AG | Icons8 LLC |
| Recorded origin | Karlsruhe, Germany | New York, USA (Global Distributed Team) |
| Domain history record | 1995–present | 2012–Present |
| Background & reputation assessment | Developed and operated by Nero AG (Karlsruhe, Germany, founded 1995), a veteran multimedia software vendor with desktop and mobile apps. | Developed by Icons8 LLC (founded in 2012 by Ivan Boyko, creator of Pichon, Lunacy, Smart Upscaler, and Generated Photos). |
| External reputation record | Not verified | Not verified |
| Engineering & privacy | ||
| Processing location | Uploaded for cloud processing | Uploaded for cloud processing |
| Third-party tracking record | Not verified | Not verified |
| Engineering & privacy assessment | 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). | 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 | 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. | 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 | 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. | 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 | 19 / 20 Developed and operated by Nero AG (Karlsruhe, Germany, founded 1995), a veteran multimedia software vendor with desktop and mobile apps. | 19 / 20 Developed by Icons8 LLC (founded in 2012 by Ivan Boyko, creator of Pichon, Lunacy, Smart Upscaler, and Generated Photos). |
| Engineering & privacy | 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). | 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 | 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). | 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 | 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). | 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 | 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). | 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) |
