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Test scope & comparison notes
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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 | seaart.ai | Icons8 | Switch / compare |
|---|---|---|---|
| Background removal | 84/100 2048 × 2048 · PNG | 73/100 2048 × 2048 · PNG | Active task |
| Image upscaling | 79/100 1024 × 1024 · PNG | 66/100 1024 × 1024 · PNG | |
| Object removal | 86/100 2048 × 2048 · PNG | Not tested in topic | Compare in task topic → |
| Image generation | 83/100 WEBP · Output attached | Not tested in topic | Compare in task topic → |
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Browse this task →| Criterion | SeaArt Background removal 84/100 Seven-aspect task score SeaArt Background Remover achieves top-tier hair strand separation with 99.84% foreground recall on the 2048x2048 benchmark anchor, providing ~150 daily free Stamina and pristine 2048px watermark-free transparent PNGs with excellent commercial honesty despite requiring login and taking ~15.5s. Tested export 2048 × 2048 · PNG Historical test · 2026-11-04 | 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 | SeaArt.ai Stamina and VIP subscription model · 2026-11-01 Plan · source date Monthly / one-time Annual bill / period Quota & limits Free Tier (Daily Stamina)2026-11-01 ↗ Free Free Free ~150 daily Stamina refreshed every 24 hours Base image generation, upscaling, background removal, and community models；Unused stamina resets daily; standard queue; excludes custom LoRA training；Refreshes daily, no renewal；Perpetual access Standard VIP2026-11-01 ↗ Monthly price not verified — Monthly Higher daily Stamina allowance, bonus coins, and fast-track queues Fast-track generation, concurrent tasks, and commercial licensing；Pricing visible inside account store (typically approx $9.99/mo)；Auto-renews monthly；Active during billing month 2 plan / billing-period records, all listed; — means that period is not recorded. Uses daily regenerating Stamina (~150/day free) plus persistent Coins; paid plans include Standard VIP (~$9.99/mo), Pro (~$29.99/mo), and SVIP tiers detailed within account portals. Verification has gaps; unknown prices and quotas are not inferred. Cancellation, sources & verification recordCancellation and refund terms unverified SeaArt AI Official Homepage and Community ↗ · 2026-11-01 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 | ~150 daily Stamina refreshed every 24h (~3.6-4 Stamina per removal, allowing ~35-40 free removals daily) | Anonymous visitors get 3 free demo background removals at full resolution; additional images cost $0.20/image or $9/mo |
| Cancellation & refunds | Not verified | Cancellation and refund terms follow official checkout and help policies. |
| Disclosure of costs & limits | Estimated cost clearly shown before triggering removal (4 Stamina, discounted to 3.6) | Disclosed upfront in the landing page hero subtitle ("Try it with 3 demo removes") |
| Task quality | ||
| Measured fixture results | Edge error MAD: 0.0941 (Lower is better) · Global error SAD(k): 42.688 (Lower is better) · Foreground retention: 99.840% (Higher is better) · Background residue: 0.020% (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 | Delivers 99.84% foreground recall and 0.02% background leak at 2048x2048, with natural boundary transitions, authentic Alpha channel, and zero watermarks. | Clean subject contours and free full-size output in the record; the finest flyaway hairs are cut sharply. |
| Original historical observation | SeaArt demonstrated top-tier precision on anchor_bgremove_v1, preserving delicate curly hair strands (99.84% recall) with near-zero background residue (0.02% leak) at 2048x2048. | 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 | Designers and creators requiring ultra-high hair strand retention and full 2048px clean PNGs | Designers needing 1–3 full-resolution 2048×2048 unwatermarked cutouts without creating an account |
| 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% original size transparent PNG, no watermarks) | 2048×2048 (Unwatermarked 2048×2048 RGBA PNG within 3 free guest demo removals) |
| Watermark observation | No watermark | No watermark |
| Batch & API | Single-image processing and gallery history management | Batch upload up to 500 images, REST API, Mac app, and Figma/Photoshop plugins |
| 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: 15.49s · End-to-end reference: 15.49s | Network-observed server wait: 7.4s · End-to-end reference: 10.2s |
| Date & fixture | 2026-11-04 · 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 | Account required (Google SSO and email registration supported) | No login required for 3 full-res demo images; supports Email / Google / GitHub sign-in |
| Manual adjustment | Not verified | Not verified |
| Interaction observations | Not verified | 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 | STAR CLOUD PTE. LTD. | Icons8 LLC |
| Recorded origin | Not verified | New York, USA (Global Distributed Team) |
| Domain history record | Not verified | 2012–Present |
| Background & reputation assessment | Not verified | 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 | Google Tag Manager · Cloudflare · Stripe | Not verified |
| Engineering & privacy assessment | Not verified | 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 | 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 | 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 by Icons8 LLC (founded in 2012 by Ivan Boyko, creator of Pichon, Lunacy, Smart Upscaler, and Generated Photos). | |
| Engineering & privacy | 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 | 58 / 65 Transition band error mad_band=0.0941 · Global SAD(k)=42.688 · Foreground recall 99.84% / Background leak 0.020% | 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 (100% original size transparent PNG, no watermarks) | 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 | 8 / 15 Network-observed server wait: 15.49s (API mode: async_verified; network upload 0s / end-to-end 15.49s 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) |
