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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 | Pixelcut | media.io | Switch / compare |
|---|---|---|---|
| Background removal | 91/100 1080 × 1080 · PNG | 62/100 2000 × 2000 · PNG | Active task |
| Image upscaling | 89/100 1024×1024 (PNG · 2.0x Fast Upscale) · Historical description; output not attached | 78/100 1024 × 1024 · PNG | |
| Object removal | 88/100 1024×1024 (Unwatermarked PNG) · Historical description; output not attached | 71/100 JPEG · Output attached | |
| Image generation | 87/100 1600×1600 (Unwatermarked PNG/JPEG) · Historical description; output not attached | 75/100 JPEG · Output attached |
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Browse this task →| Criterion | Pixelcut Background Remover Background removal 91/100 Seven-aspect task score Hair detail and the download flow perform well, with clear free-tier labels; login-free output is 1080px and full size requires login. Tested export 1080 × 1080 · PNG Historical test · 2026-10-16 | Wondershare Media.io AI Background Remover Background removal 62/100 Seven-aspect task score Signed-in free Wondershare accounts export an unwatermarked transparent PNG for 1 credit (99.72% foreground recall), but guest use is blocked, curly hair edges retain background residue, and free-queue server wait was 26.1s. Tested export 2000 × 2000 · PNG Historical test · 2026-10-21 |
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| Pricing & rules | ||
| Pricing plans | Web Free, Pro and all eight Business volumes with monthly/annual selection; API separate · 2026-10-20 Plan · source date Monthly / one-time Annual bill / period Quota & limits Free2026-10-20 ↗ Free Free Free Limited background removal; watermark-free export, exact count unspecified Pro2026-10-20 ↗ USD 10/month USD 96/year Monthly Unlimited removal; 600 AI credits/month; 3-person team; 1,000 batch exports/month Annual Unlimited removal; 600 AI credits/month; 3-person team; 1,000 batch exports/month Rules [1] Business 3,6002026-10-20 ↗ USD 30/month USD 288/year Monthly Unlimited removal; 3,600 AI credits/month; 10-person team; 2,000 batch exports/month Annual Unlimited removal; 3,600 AI credits/month; 10-person team; 2,000 batch exports/month Rules [1] Business 9,0002026-10-20 ↗ USD 60/month USD 576/year Monthly Unlimited removal; 9,000 AI credits/month; 20-person team; 5,000 batch exports/month Annual Unlimited removal; 9,000 AI credits/month; 20-person team; 5,000 batch exports/month Rules [1] Business 18,0002026-10-20 ↗ USD 120/month USD 1,152/year Monthly Unlimited removal; 18,000 AI credits/month; 20-person team; 10,000 batch exports/month Annual Unlimited removal; 18,000 AI credits/month; 20-person team; 10,000 batch exports/month Rules [1] Business 36,0002026-10-20 ↗ USD 240/month USD 2,304/year Monthly Unlimited removal; 36,000 AI credits/month; 20-person team; 20,000 batch exports/month Annual Unlimited removal; 36,000 AI credits/month; 20-person team; 20,000 batch exports/month Rules [1] Business 72,0002026-10-20 ↗ USD 480/month USD 4,608/year Monthly Unlimited removal; 72,000 AI credits/month; 20-person team; 40,000 batch exports/month Annual Unlimited removal; 72,000 AI credits/month; 20-person team; 40,000 batch exports/month Rules [1] Business 108,0002026-10-20 ↗ USD 720/month USD 6,912/year Monthly Unlimited removal; 108,000 AI credits/month; 20-person team; 40,000 batch exports/month Annual Unlimited removal; 108,000 AI credits/month; 20-person team; 40,000 batch exports/month Rules [1] Business 144,0002026-10-20 ↗ USD 960/month USD 9,216/year Monthly Unlimited removal; 144,000 AI credits/month; 20-person team; 60,000 batch exports/month Annual Unlimited removal; 144,000 AI credits/month; 20-person team; 60,000 batch exports/month Rules [1] Business 180,0002026-10-20 ↗ USD 1,200/month USD 11,520/year Monthly Unlimited removal; 180,000 AI credits/month; 20-person team; 80,000 batch exports/month Annual Unlimited removal; 180,000 AI credits/month; 20-person team; 80,000 batch exports/month Rules [1] 19 plan / billing-period records, all listed; — means that period is not recorded. Annual charges for Pro and all eight Business volumes were verified separately in Stripe checkout. Unlimited paid removal coexists with batch-export limits. The free tier still says Limited without an exact removal count; it is not treated as unlimited. Verification has gaps; unknown prices and quotas are not inferred. Cancellation, sources & verification recordCancel anytime; refund eligibility unverified. Official plans and usage terms ↗ · 2026-10-20 Capture 1 ↗ · Capture 2 ↗ · Capture 3 ↗ Annual USD checkout summaries for each volume ↗ · 2026-10-20 Capture 1 ↗ · Capture 2 ↗ · Capture 3 ↗ · Capture 4 ↗ · Capture 5 ↗ · Capture 6 ↗ · Capture 7 ↗ · Capture 8 ↗ · Capture 9 ↗ | Media.io membership plans (Free Trial / Standard / Premium monthly and annual); USD · 2026-10-21 Plan · source date Monthly / one-time Annual bill / period Quota & limits Free Trial2026-10-21 ↗ Free Free Free 5 signup credits for new accounts (image upscaling costs 2 credits/run, allowing 2 free unwatermarked 2x PNG exports); pricing table also lists 3 daily check-in credits and 1 GB cloud storage. Standard Monthly2026-10-21 ↗ USD 10.99/month — Monthly 100 credits/month + 5 daily check-in credits (up to 100 images or 10 videos/month), watermark-free exports, and 20 GB cloud storage. Rules [1] Standard Annual2026-10-21 ↗ — USD 71.88/year Annual Billed annually at USD 71.88/year (USD 5.99/month equivalent); 100 credits/month + 5 daily check-in credits, watermark-free exports, and 20 GB cloud storage. Rules [2] Premium Monthly2026-10-21 ↗ USD 19.99/month — Monthly 400 credits/month + 10 daily check-in credits (up to 400 images or 40 videos/month), Turbo speed, watermark-free exports, 50 GB cloud storage, and 15% off extra credits. Rules [1] Premium Annual2026-10-21 ↗ — USD 119.88/year Annual Billed annually at USD 119.88/year (USD 9.99/month equivalent); 400 credits/month + 10 daily check-in credits, Turbo speed, watermark-free exports, and 50 GB cloud storage. Rules [2] 5 plan / billing-period records, all listed; — means that period is not recorded. The official pricing page lists Free Trial (5 free signup credits in the workspace where upscaling costs 2 credits/run, plus 3 daily check-in credits on the pricing table), Standard (USD 10.99/month or billed annually at USD 71.88/year, displayed as USD 5.99/month, with 100 credits/month + 5 daily check-in credits), and Premium (USD 19.99/month or billed annually at USD 119.88/year, displayed as USD 9.99/month, with 400 credits/month + 10 daily check-in credits and 15% off extra credits). Cancellation, sources & verification recordCancel auto-renewal anytime; the official pricing page states a 7-day money-back guarantee, and uploaded/generated files are automatically deleted within 7 days. Media.io official monthly/annual pricing and comparison table ↗ · 2026-10-21 Capture 1 ↗ · Capture 2 ↗ |
| Free & trial allowance on the test date | Single-image background removal is free; Batch Edit requires upgrading to Pixelcut Pro | New free accounts receive 5 signup credits and can claim 3 free credits daily via the header gift icon; background removal costs 1 credit per image |
| Cancellation & refunds | Cancel anytime; refund eligibility unverified. | Cancel auto-renewal anytime; the official pricing page states a 7-day money-back guarantee, and uploaded/generated files are automatically deleted within 7 days. |
| Disclosure of costs & limits | Clearly disclosed in the Download dropdown menu with exact pixel dimensions | Generate button clearly labels 'Generate 1' and top header shows remaining credit balance before submission |
| Task quality | ||
| Measured fixture results | Edge error MAD: 0.0701 (Lower is better) · Global error SAD(k): 26.707 (Lower is better) · Foreground retention: 99.940% (Higher is better) · Background residue: 0.018% (Lower is better) | Edge error MAD: 0.1365 (Lower is better) · Global error SAD(k): 50.021 (Lower is better) · Foreground retention: 99.720% (Higher is better) · Background residue: 0.290% (Lower is better) |
| Fixture findings | Fine hair transitions and strong subject retention in this test; coverage is limited to the tested portrait and conditions. | Subject torso is well preserved (99.72% foreground recall), but outer curly hair strands exhibit visible background residue (mad_band = 0.1365, background leak = 0.290%) (37.6/65). |
| Original historical observation | Hair strand transitions are remarkably crisp and natural (transition-band error mad_band=0.0701, SAD(k)=26.71, gradient error 0.0207), with 99.94% foreground recall and only 0.018% background leak—ranking in the absolute top tier of all tested tools. | High foreground recall (99.72%) and unwatermarked RGBA PNG delivery, but peripheral curly hair retains visible background fragments (MAD_band = 0.1365, bg_leak = 0.29%) and free-queue server wait was 26.08s. |
| Suitable uses · historical assessment | E-commerce sellers and portrait designers who want top-tier hair edge precision (mad_band=0.0701) with instant 1080p guest export or 2048p signed-in export | Existing Wondershare account holders needing occasional unwatermarked cutouts of simple-edge subjects |
| Result & output evidence | ||
| Delivery capabilities | ||
| Recorded export specifications | 1080 × 1080 · PNG · No watermark in test | 2000 × 2000 · PNG · No watermark in test |
| Historical specification note · not an official maximum | 2048×2048 (1080×1080 free guest preview export; dropdown explicitly states 'Full resolution 2048×2048 — Free with sign in') | 2000×2000 (from 2048×2048 PNG via upload confirm modal; 2048×2048 retained on JPEG input) |
| Watermark observation | None | No watermark (native RGBA transparent PNG) |
| Batch & API | Supports Batch Edit (Pro subscription feature) | Single-image web workspace with one-click handoff to MediaAgent refinement or image-to-video animation |
| Recorded free-tier dimensions | 1080 × 1080 | 2000 × 2000 |
| Attached file dimensions | 1080 × 1080 · PNG | 2000 × 2000 · PNG |
| Speed & reliability | ||
| Timing observation | Network-observed server wait: 3.03s · End-to-end reference: 16.87s | Network-observed server wait: 26.08s · End-to-end reference: 26.08s |
| 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 | Account required in this test |
| Sign-in methods | No login required for 1080×1080 export; Google / Apple / Email sign-in unlocks free 2048×2048 full-resolution export | Requires Wondershare account sign-in (supports email code or Google OAuth) |
| Manual adjustment | Built-in Retouch brush, Expand, Upscale, Shadow, and AI Background generator in left sidebar | Not verified |
| Interaction observations | Enters the clean online workspace immediately after upload with zero popup spam; guests can export a 1080×1080 watermark-free PNG in one click. | Requires login before accessing the workspace, displays a persistent 50%-off subscription banner and an AI ad promo card above the creation list, and opens an 'Edit Uploaded Image' confirm modal on large PNG uploads (which outputs 2000×2000, whereas JPEG uploads retain 2048×2048); however, clicking the download icon directly saves the transparent PNG without extra paywall popups. |
| Background & reputation | ||
| Service lifecycle notice | Not verified | Not verified |
| Operator | Pixelcut Inc. (San Francisco, CA, USA) | Publicly Listed Multimedia Software Giant AI Flagship (Wondershare, 300624.SZ) |
| Recorded origin | San Francisco, USA (Y Combinator S20) | Shenzhen, China / Vancouver, Canada |
| Domain history record | Founded 2020 | Publicly operating online service |
| Background & reputation assessment | Pixelcut Inc. (San Francisco AI design startup, Y Combinator S20 alum, trusted by tens of millions of e-commerce creators worldwide). | Operated by Wondershare Technology (300624.SZ), a publicly listed multimedia software company with established global presence. |
| External reputation record | Leading AI product photography tool whose proprietary matting and shadow models are widely praised by e-commerce merchants. | Not verified |
| Engineering & privacy | ||
| Processing location | Uploaded for cloud processing | Uploaded for cloud processing |
| Third-party tracking record | Google Analytics · PostHog | Not verified |
| Engineering & privacy assessment | Synchronously returns the PNG cutout via dedicated endpoint api2.pixelcut.app/image/matte/v1 (server_s=3.03s) with a clean network pipeline. | Submits cloud async jobs via POST vapi.media.io/v1/ai/create/mai_fs and polls POST /v1/ai/result/batch (server_s = 26.08s); workspace explicitly states free users' creations are kept for 7 days, and the page loads Sensors Data, Google Analytics, and Facebook Pixel. |
| Retention statement | Explicit retention period unconfirmed; inspect policy record | Explicit retention period unconfirmed; inspect policy record |
| Evaluation basis | ||
| Pricing transparency | 30 / 40 Clicking the top-right Download dropdown clearly lists both tiers upfront: 'Preview resolution 1080×1080 — Free' and 'Full resolution 2048×2048 — Free with sign in', with zero hidden paywalls or watermark ambushes. | 20 / 35 Requires free Wondershare account sign-in (grants 5 signup credits plus 3 daily free credits claimable via the header gift icon). The generate button explicitly shows 'Generate 1' (1 credit per cutout) and exports an unwatermarked RGBA PNG within free credits, though guest trial without login is blocked. |
| Interaction restraint | 18 / 20 Enters the clean online workspace immediately after upload with zero popup spam; guests can export a 1080×1080 watermark-free PNG in one click. | 18 / 30 Requires login before accessing the workspace, displays a persistent 50%-off subscription banner and an AI ad promo card above the creation list, and opens an 'Edit Uploaded Image' confirm modal on large PNG uploads (which outputs 2000×2000, whereas JPEG uploads retain 2048×2048); however, clicking the download icon directly saves the transparent PNG without extra paywall popups. |
| Background & reputation | 23 / 25 Pixelcut Inc. (San Francisco AI design startup, Y Combinator S20 alum, trusted by tens of millions of e-commerce creators worldwide). | 18 / 20 Operated by Wondershare Technology (300624.SZ), a publicly listed multimedia software company with established global presence. |
| Engineering & privacy | 12 / 15 Synchronously returns the PNG cutout via dedicated endpoint api2.pixelcut.app/image/matte/v1 (server_s=3.03s) with a clean network pipeline. | 11 / 15 Submits cloud async jobs via POST vapi.media.io/v1/ai/create/mai_fs and polls POST /v1/ai/result/batch (server_s = 26.08s); workspace explicitly states free users' creations are kept for 7 days, and the page loads Sensors Data, Google Analytics, and Facebook Pixel. |
| Task quality | 60.9 / 65 Transition band error mad_band=0.0701 · Global SAD(k)=26.707 · Foreground recall 99.94% / Background leak 0.018% | 37.6 / 65 On our 2048×2048 ground-truth matte (evaluated on the 2026-10-21 same-run 2000×2000 RGBA PNG export): boundary MAD_band = 0.1365 (19.1/35), global SAD_k = 50.021 (7.7/15), MSE = 0.006244, Grad_err = 0.03018, foreground recall = 99.72%, and background leak = 0.290% (10.8/15). Main portrait torso is preserved, but outer curly hair strands exhibit noticeable background residue and haloing (37.6/65). |
| Deliverable specifications | 20 / 20 True Alpha channel (8/8); Max deliverable spec: 2048×2048 (1080×1080 free guest preview export; dropdown explicitly states 'Full resolution 2048×2048 — Free with sign in') | 19 / 20 Clean unwatermarked RGBA PNG export (8/8); canonical 2048×2048 PNG upload exports at 2000×2000 (10,664,626 bytes, 95.37% pixel retention) after the upload crop confirmation dialog, while 2048×2048 JPEG input retains full 2048×2048 (11.0/12). |
| Processing speed | 13 / 15 Network-observed server wait: 3.03s (API mode: sync; network upload 9.79s / end-to-end 16.87s shown for reference only, never penalized) | 3 / 15 2026-10-21 same-run CDP network timing: 26.08s server wait from POST /v1/ai/create/mai_fs (r4) to terminal POST /v1/ai/result/batch (r29) in the free queue (26.08s end-to-end, async_verified) (3.0/15). |
