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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 | media.io | inPixio | Switch / compare |
|---|---|---|---|
| Background removal | 62/100 2000 × 2000 · PNG | 60/100 2048 × 2048 · PNG | Active task |
| Image upscaling | 78/100 1024 × 1024 · PNG | Not tested in topic | Compare in task topic → |
| Object removal | 71/100 JPEG · Output attached | 71/100 2048 × 2048 · PNG | |
| Image generation | 75/100 JPEG · Output attached | 82/100 1024 × 1024 · PNG |
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Browse this task →| Criterion | 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 | inPixio Remove Background Background removal 60/100 Seven-aspect task score The preview retains the subject, but free and HD restrictions are disclosed late; repeated dialogs, account gating and a watermarked preview hinder export. Tested export 2048 × 2048 · PNG Historical test · 2026-10-16 |
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| Pricing & rules | ||
| Pricing plans | 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 ↗ | Current official purchase-page free, monthly, annual and all five credit packs · 2026-10-20 Plan · source date Monthly / one-time Annual bill / period Quota & limits Free2026-10-20 ↗ Free Free Free Current purchase page: 50 AI credits/month, 5 HD downloads/month, no watermark Feature FAQ still says free users cannot save or download HD results, conflicting with the purchase page Pro2026-10-20 ↗ USD 8.95/month USD 69.95/year Monthly 100 AI credits/month; 100 HD downloads/month No watermark; web and desktop; all features Annual 100 AI credits/month; 100 HD downloads/month No watermark; web and desktop; all features Ultimate2026-10-20 ↗ USD 12.95/month USD 89.95/year Monthly 250 AI credits/month; unlimited HD downloads No watermark; web and desktop; all features Annual 250 AI credits/month; unlimited HD downloads No watermark; web and desktop; all features 200 AI credits2026-10-20 ↗ USD 9.95 · one-time payment Usage / one-time Usage / one-time 200 general AI credits; applicability to removal is unspecified Rules [1] 500 AI credits2026-10-20 ↗ USD 22.95 · one-time payment Usage / one-time Usage / one-time 500 general AI credits; applicability to removal is unspecified Rules [1] 1000 AI credits2026-10-20 ↗ USD 43.95 · one-time payment Usage / one-time Usage / one-time 1000 general AI credits; applicability to removal is unspecified Rules [1] 2000 AI credits2026-10-20 ↗ USD 79.95 · one-time payment Usage / one-time Usage / one-time 2000 general AI credits; applicability to removal is unspecified Rules [1] 5000 AI credits2026-10-20 ↗ USD 149.95 · one-time payment Usage / one-time Usage / one-time 5000 general AI credits; applicability to removal is unspecified Rules [1] 10 plan / billing-period records, all listed; — means that period is not recorded. The recheck preserves a conflict: official purchase cards list 5 free HD downloads/month without a watermark, while the feature FAQ says free users cannot save or download HD. Free HD availability is therefore not guaranteed. AI credits cover AI backgrounds/generation, not established removal counts. Purchase cards state a 30-day money-back guarantee, subject to refund eligibility terms. Verification has gaps; unknown prices and quotas are not inferred. Cancellation, sources & verification recordThe page allows cancellation/plan changes anytime and advertises a 30-day money-back guarantee, subject to terms. Official plans and usage terms ↗ · 2026-10-20 Capture 1 ↗ · Capture 2 ↗ · Capture 3 ↗ · Capture 4 ↗ Feature FAQ statement about free HD ↗ · 2026-10-20 Capture 1 ↗ Plan comparison reached through official purchase entry ↗ · 2026-10-20 Capture 1 ↗ |
| Free & trial allowance on the test date | 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 | Top bar displays '0 — GET FREE AI CREDITS'; watermark-free HD saving requires an inPixio subscription |
| Cancellation & refunds | 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. | The page allows cancellation/plan changes anytime and advertises a 30-day money-back guarantee, subject to terms. |
| Disclosure of costs & limits | Generate button clearly labels 'Generate 1' and top header shows remaining credit balance before submission | Disclosed only after upload and clicking 'Download image' via a blocking modal |
| Task quality | ||
| Measured fixture results | 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) | Edge error MAD: 0.1177 (Lower is better) · Global error SAD(k): 57.403 (Lower is better) · Foreground retention: 99.700% (Higher is better) · Background residue: 0.024% (Lower is better) |
| Fixture findings | 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). | Strong subject retention and a quick observed response; translucent merging remains around the outer curls. |
| Original historical observation | 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. | Backend API (api-online.inpixio.com/v3/photo/removebg) is fast (2.02s) and generates a 2048×2048 mask (99.70% foreground recall), but outer frizzy hair strands exhibit noticeable semi-transparent webbing (mad_band=0.1177, SAD(k)=57.40). |
| Suitable uses · historical assessment | Existing Wondershare account holders needing occasional unwatermarked cutouts of simple-edge subjects | Existing subscribers of Avanquest / inPixio Photo Studio desktop and web plans |
| Result & output evidence | ||
| Delivery capabilities | ||
| Recorded export specifications | 2000 × 2000 · PNG · No watermark in test | 2048 × 2048 · PNG · Check watermark record |
| Historical specification note · not an official maximum | 2000×2000 (from 2048×2048 PNG via upload confirm modal; 2048×2048 retained on JPEG input) | 2048×2048 (web app supports up to 2048px, but free tier stamps an 'inPixio' watermark and blocks saving/downloading without account registration & subscription) |
| Watermark observation | No watermark (native RGBA transparent PNG) | Forced dark-pill '▶ inPixio' logo watermark in bottom-right corner (verified in 02_result.png) |
| Batch & API | Single-image web workspace with one-click handoff to MediaAgent refinement or image-to-video animation | Single image on web (FAQ notes 30-image batch is mobile-app only) |
| 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: 26.08s · End-to-end reference: 26.08s | Network-observed server wait: 2.02s · End-to-end reference: 23s |
| Date & fixture | 2026-10-21 · anchor_bgremove_v1 · US-West (California, AS2914) | 2026-10-16 · 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 | Account required in this test |
| Sign-in methods | Requires Wondershare account sign-in (supports email code or Google OAuth) | Guest download is completely blocked ('Without creating a free account, you will not be able to save or download your image') |
| Manual adjustment | Not verified | Right panel includes Restore Background AI, Magic Eraser AI, Shadows, and Outline tools |
| Interaction observations | 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. | Redirects from www.inpixio.com to online.inpixio.com, stamps a dark '▶ inPixio' watermark in the bottom-right corner, and when clicking 'Download image' pops up a hard barrier: 'Without creating a free account, you will not be able to save or download your image.' |
| Background & reputation | ||
| Service lifecycle notice | Not verified | Not verified |
| Operator | Publicly Listed Multimedia Software Giant AI Flagship (Wondershare, 300624.SZ) | Avanquest Software SAS (Claranova SE, Paris, France) |
| Recorded origin | Shenzhen, China / Vancouver, Canada | Paris, France |
| Domain history record | Publicly operating online service | 10+ year desktop & web brand |
| Background & reputation assessment | Operated by Wondershare Technology (300624.SZ), a publicly listed multimedia software company with established global presence. | Avanquest Software SAS (Paris, France, subsidiary of Claranova SE; long-standing consumer software publisher whose aggressive free-to-paid conversion funnels draw mixed user reviews). |
| External reputation record | Not verified | Legacy consumer photo software publisher relying heavily on try-before-paywall web funnels. |
| Engineering & privacy | ||
| Processing location | Uploaded for cloud processing | Uploaded for cloud processing |
| Third-party tracking record | Not verified | Google Tag Manager · Cloud.inpixio.com Analytics · CookieYes |
| Engineering & privacy assessment | 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. | Synchronously returns a 2048×2048 matte via api-online.inpixio.com/v3/photo/removebg in 2.02s server time; FAQ states uploaded images are processed without data retention. |
| Retention statement | Explicit retention period unconfirmed; inspect policy record | Explicit retention period unconfirmed; inspect policy record |
| Evaluation basis | ||
| Pricing transparency | 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. | 0 / 40 Landing page title proclaims 'Image Background Remover - Free & Instant' while burying in a collapsed bottom FAQ that 'you won't be able to save your work or download the final result in HD quality... only available once you subscribe'; in practice it stamps an '▶ inPixio' watermark on the preview and blocks guest download. |
| Interaction restraint | 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. | 8 / 20 Redirects from www.inpixio.com to online.inpixio.com, stamps a dark '▶ inPixio' watermark in the bottom-right corner, and when clicking 'Download image' pops up a hard barrier: 'Without creating a free account, you will not be able to save or download your image.' |
| Background & reputation | 18 / 20 Operated by Wondershare Technology (300624.SZ), a publicly listed multimedia software company with established global presence. | 18 / 25 Avanquest Software SAS (Paris, France, subsidiary of Claranova SE; long-standing consumer software publisher whose aggressive free-to-paid conversion funnels draw mixed user reviews). |
| Engineering & privacy | 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. | 11 / 15 Synchronously returns a 2048×2048 matte via api-online.inpixio.com/v3/photo/removebg in 2.02s server time; FAQ states uploaded images are processed without data retention. |
| Task quality | 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). | 42.8 / 65 Transition band error mad_band=0.1177 · Global SAD(k)=57.403 · Foreground recall 99.70% / Background leak 0.024% |
| Deliverable specifications | 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). | 20 / 20 True Alpha channel (8/8); Max deliverable spec: 2048×2048 (web app supports up to 2048px, but free tier stamps an 'inPixio' watermark and blocks saving/downloading without account registration & subscription) |
| Processing speed | 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). | 13 / 15 Network-observed server wait: 2.02s (API mode: sync; network upload 19.46s / end-to-end 23s shown for reference only, never penalized) |
