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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 | Aiseesoft | Switch / compare |
|---|---|---|---|
| Background removal | 86/100 2048 × 2048 · PNG | 84/100 2048 × 2048 · PNG | Active task |
| Image compression | Not tested in topic | 87/100 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 | 83/100 1024 × 1024 · PNG | |
| Object removal | 88/100 2048×2048 (Native full-resolution watermark-free PNG) · Historical description; output not attached | 72/100 2048 × 2048 · PNG | |
| 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 | Aiseesoft Free Background Remover Online Background removal 84/100 Seven-aspect task score Free full-size export without login and manual touch-up keep access simple; fine hair still needs inspection. Tested export 2048 × 2048 · PNG Historical test · 2026-10-17 |
|---|---|---|
| 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 ↗ | This web background remover; excludes desktop software and stock subscriptions · 2026-10-20 Plan · source date Monthly / one-time Annual bill / period Quota & limits Free web tool2026-10-20 ↗ Free Free Free Officially described as fully free; no paid tier listed No published count or maximum output size; this does not establish unlimited HD 1 plan / billing-period records, all listed; — means that period is not recorded. No published count or maximum output size; this does not establish unlimited HD Cancellation, sources & verification recordCancellation and refund terms follow official checkout and help policies. Official plans and usage terms ↗ · 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) | Completely free anonymous single-image background removal at full native resolution |
| Cancellation & refunds | Self-serve cancellation in account settings | Cancellation and refund terms follow official checkout and help policies. |
| Disclosure of costs & limits | Remove Background dialog transparently lists resolution tiers (25MP/50MP) and 40-token cost before execution | Zero hidden gates from landing to final download |
| 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: 0.1766 (Lower is better) · Global error SAD(k): 45.974 (Lower is better) · Foreground retention: 99.820% (Higher is better) · Background residue: 0.313% (Lower is better) |
| Fixture findings | Fine curls were well retained with semi-transparency enabled; the result is specific to this mode and fixture. | This test exported a full-size transparent image without login; inspect fine hair locally. |
| 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. | Aiseesoft Free Background Remover is a rare true zero-gate full-resolution tool: it exports a native 2048×2048 unwatermarked RGBA PNG without signup, achieving 99.82% foreground recall and 0.313% background leak (mad_band = 0.1766). |
| Suitable uses · historical assessment | Creators needing ultra-high curly hair recall (99.87%) and direct integration with Canva Magic Layers or AI generation workflows | Users seeking a 100% free, no-login, full 2048×2048 watermark-free 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 (Full native resolution unwatermarked RGBA PNG) |
| Watermark observation | No Watermark | Watermark-free |
| Batch & API | Sequential uploads in Library | Single-image web tool; batch mode available via desktop app |
| 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: 8.4s · End-to-end reference: 10.3s |
| 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 | Free login via Google, Apple, Microsoft, or Email | No login required; optional account sign-in in header |
| Manual adjustment | Can open directly in Canvas Editor or Canva Magic Layers | Manual erase / adjustment recorded in the historical flow |
| Interaction observations | Clean configuration dialog with Resolution (25MP/50MP), Shadow (None/Drop/3D), Background (Transparent/Color/Image), and Semi-transparency toggles. | No signup, no credit card, and no credit deduction required; includes an interactive Edit canvas for brush refinement and background replacement before full-res export. |
| Background & reputation | ||
| Service lifecycle notice | Not verified | Not verified |
| Operator | Leonardo Interactive Pty Ltd (Canva Group) | Aiseesoft Studio |
| Recorded origin | Sydney, Australia | Established Multimedia Software Vendor (Founded 2008) |
| Domain history record | 2022–Present | 2008–present (18+ years) |
| 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 Aiseesoft Studio (founded in 2008, an 18-year multimedia software vendor). |
| External reputation record | Flagship generative AI suite deeply integrated with Canva. | Not verified |
| 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. | Not verified |
| Engineering & privacy assessment | Natively supports 25MP–50MP cutouts without client-side pre-downscaling, returning an exact 2048×2048 RGBA PNG. | Zero client-side pre-downscale; processes the full 2048×2048 image via assets.aiseesoft.cloud and returns a native 2048×2048 RGBA PNG. |
| Retention statement | Explicit retention period unconfirmed; inspect policy record | Claims deletion within 24 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). | 33 / 35 100% fulfills its 'Free Background Remover Online' headline: anonymous guests can upload the 2048×2048 master and click Save Image to immediately receive the full 2048×2048 unwatermarked RGBA PNG with zero paywall popups (02_workspace.png, 03_download.png). |
| Interaction restraint | 19 / 20 Clean configuration dialog with Resolution (25MP/50MP), Shadow (None/Drop/3D), Background (Transparent/Color/Image), and Semi-transparency toggles. | 28 / 30 No signup, no credit card, and no credit deduction required; includes an interactive Edit canvas for brush refinement and background replacement before full-res export. |
| 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. | 18.5 / 20 Developed and operated by Aiseesoft Studio (founded in 2008, an 18-year multimedia software vendor). |
| Engineering & privacy | 13 / 15 Natively supports 25MP–50MP cutouts without client-side pre-downscaling, returning an exact 2048×2048 RGBA PNG. | 12.5 / 15 Zero client-side pre-downscale; processes the full 2048×2048 image via assets.aiseesoft.cloud and returns a native 2048×2048 RGBA PNG. |
| Task quality | 53 / 65 Transition band error mad_band=0.164 · Global SAD(k)=25.541 · Foreground recall 99.87% / Background leak 0.410% | 49.5 / 65 High subject completeness (fg_recall = 99.82%) and low background leak (0.313%) with transition-band mad_band = 0.1766 and SAD(k) = 45.974; outer hair edges are clean with slight inward trimming on ultra-fine flyaways (49.5/65). |
| Deliverable specifications | 20 / 20 True Alpha channel (8/8); Max deliverable spec: 2048×2048 (100% native RGBA PNG, supports up to 25MP/50MP) | 19.5 / 20 Delivers a full 2048×2048 (4.19 MP) 8-bit Alpha RGBA PNG with zero resolution loss or watermark (19.5/20). |
| 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) | |
