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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 | Clipping Magic | media.io | Switch / compare |
|---|---|---|---|
| Background removal | 76/100 500 × 500 · PNG | 62/100 2000 × 2000 · PNG | Active task |
| Image upscaling | Not tested in topic | 78/100 1024 × 1024 · PNG | Compare in task topic → |
| Object removal | Not tested in topic | 71/100 JPEG · Output attached | Compare in task topic → |
| Image generation | Not tested in topic | 75/100 JPEG · Output attached | Compare in task topic → |
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Browse this task →| Criterion | Clipping Magic (Canva) Background removal 76/100 Seven-aspect task score Hair refinement and live preview work without registration; free export is only 500px for non-commercial use, with credits needed for full size. Tested export 500 × 500 · PNG Historical test · 2026-10-17 | 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 | All public monthly and annual web editor tiers in USD; API priced separately · 2026-10-20 Plan · source date Monthly / one-time Annual bill / period Quota & limits Free editing preview2026-10-20 ↗ Free Free Free Unlimited uploads and editing previews; watermark-free downloads require subscription Light2026-10-20 ↗ USD 3.99/month USD 39.84/year Monthly 15 credits/month; 1 credit per uploaded image downloaded Rollover capped at 75; remaining credits expire when subscription ends Rules [1]Annual 180 credits/year; 1 credit per uploaded image downloaded Rollover capped at 900; remaining credits expire when subscription ends Rules [1]Standard2026-10-20 ↗ USD 7.99/month USD 79.8/year Monthly 100 credits/month; 1 credit per uploaded image downloaded Rollover capped at 500; remaining credits expire when subscription ends Rules [1]Annual 1200 credits/year; 1 credit per uploaded image downloaded Rollover capped at 6000; remaining credits expire when subscription ends Rules [1]Pro2026-10-20 ↗ USD 19.99/month USD 199.8/year Monthly 500 credits/month; 1 credit per uploaded image downloaded Rollover capped at 2500; remaining credits expire when subscription ends Rules [1]Annual 6000 credits/year; 1 credit per uploaded image downloaded Rollover capped at 30000; remaining credits expire when subscription ends Rules [1]Pro-1k2026-10-20 ↗ USD 29.99/month — Monthly 1000 credits/month; 1 credit per uploaded image downloaded Rollover capped at 5000; remaining credits expire when subscription ends Rules [1]Pro-2k2026-10-20 ↗ USD 44.99/month — Monthly 2000 credits/month; 1 credit per uploaded image downloaded Rollover capped at 10000; remaining credits expire when subscription ends Rules [1]Pro-4k2026-10-20 ↗ USD 74.99/month — Monthly 4000 credits/month; 1 credit per uploaded image downloaded Rollover capped at 20000; remaining credits expire when subscription ends Rules [1]Pro-12k2026-10-20 ↗ — USD 299.88/year Annual 12000 credits/year; 1 credit per uploaded image downloaded Rollover capped at 60000; remaining credits expire when subscription ends Rules [1]Pro-24k2026-10-20 ↗ — USD 449.88/year Annual 24000 credits/year; 1 credit per uploaded image downloaded Rollover capped at 120000; remaining credits expire when subscription ends Rules [1]Pro-48k2026-10-20 ↗ — USD 749.88/year Annual 48000 credits/year; 1 credit per uploaded image downloaded Rollover capped at 240000; remaining credits expire when subscription ends Rules [1]13 plan / billing-period records, all listed; — means that period is not recorded. Repeat edits/downloads of one upload are free; duplicate uploads count separately. No pay-as-you-go option. Cancellation, sources & verification recordCancel anytime with access until the period end; subscription fees are non-refundable. Official plans and usage terms ↗ · 2026-10-20 Capture 1 ↗ · Capture 2 ↗ · Capture 3 ↗ · Capture 4 ↗ | 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 | Unlimited free interactive editing; free download capped at 500×500 Small Preview; full-size 2048×2048 costs 1 credit | 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 with access until the period end; subscription fees are non-refundable. | 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 | Pricing link visible in top toolbar; Download button leads to plan comparison page with green free-preview banner | Generate button clearly labels 'Generate 1' and top header shows remaining credit balance before submission |
| Task quality | ||
| Measured fixture results | Edge error MAD: 0.2145 (Lower is better) · Global error SAD(k): 86.88 (Lower is better) · Foreground retention: 98.500% (Higher is better) · Background residue: 0.850% (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 | Hair refinement and live preview are available; this free export was only 500px with faint edge residue. | 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 | Clipping Magic pioneered the dual-pane Red/Green + Yellow Hair Ring workspace, automatically tracing a yellow transition ring around the models curly hair. The free 500×500 Small Preview PNG achieves 97.74% IoU with a slight warm halo on outer flyaway strands. | 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 retouchers who want dedicated Red (remove) / Green (keep) / Yellow (hair) brushes for manual edge perfection | Existing Wondershare account holders needing occasional unwatermarked cutouts of simple-edge subjects |
| Result & output evidence | ||
| Delivery capabilities | ||
| Recorded export specifications | 500 × 500 · PNG · Check watermark record | 2000 × 2000 · PNG · No watermark in test |
| Historical specification note · not an official maximum | 500 × 500 (True Alpha PNG, 5.96% pixel area retained) | 2000×2000 (from 2048×2048 PNG via upload confirm modal; 2048×2048 retained on JPEG input) |
| Watermark observation | No diagonal watermark on the 500×500 Small Preview file (non-commercial use) | No watermark (native RGBA transparent PNG) |
| Batch & API | Bulk Clipping and REST API available on Standard and Pro tiers | Single-image web workspace with one-click handoff to MediaAgent refinement or image-to-video animation |
| Recorded free-tier dimensions | 500 × 500 | 2000 × 2000 |
| Attached file dimensions | 500 × 500 · PNG | 2000 × 2000 · PNG |
| Speed & reliability | ||
| Timing observation | Network-observed server wait: 8.4s · End-to-end reference: 10.5s | Network-observed server wait: 26.08s · End-to-end reference: 26.08s |
| Date & fixture | 2026-10-17 · 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 editor & 500×500 preview download; Cedar Lake Ventures SSO for full-res subscribers | Requires Wondershare account sign-in (supports email code or Google OAuth) |
| Manual adjustment | Industry-standard Red/Green/Yellow Hair Tool brushes plus precision scalpel and feathering | Not verified |
| Interaction observations | No signup or credit card is required to test the full interactive editor (including the dedicated yellow Hair Tool, scalpel, edge feathering, and cast shadow controls) and export a 500×500 transparent PNG via Download Small Preview. | 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 | Cedar Lake Ventures, Inc. (Canva Group) | Publicly Listed Multimedia Software Giant AI Flagship (Wondershare, 300624.SZ) |
| Recorded origin | California, USA / Sydney, Australia (Canva Subsidiary) | Shenzhen, China / Vancouver, Canada |
| Domain history record | 2013–present (13+ years) | Publicly operating online service |
| Background & reputation assessment | Founded by Stanford AI researcher Ericoden (Cedar Lake Ventures, Inc.) in 2013 and acquired by Canva in 2021; one of the industrys most established interactive matting tools. | Operated by Wondershare Technology (300624.SZ), a publicly listed multimedia software company with established global presence. |
| 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 | Supports 2048×2048 uploads with hybrid Cloud Auto-Clip AI + client WebGL canvas refinement; unsaved guest uploads are automatically purged. | 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 | 26.5 / 35 Anonymous guests can upload a full 2048×2048 image into the dual-pane Smart Editor (left red/green/yellow hair brush canvas, right live preview). Clicking Download opens the Subscription Plans page with a prominent green banner: "You can download a size-limited preview result free for non-commercial use — Download Small Preview" (02_workspace.png, 03_download.png). | 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 | 24.5 / 30 No signup or credit card is required to test the full interactive editor (including the dedicated yellow Hair Tool, scalpel, edge feathering, and cast shadow controls) and export a 500×500 transparent PNG via Download Small Preview. | 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 | 18.5 / 20 Founded by Stanford AI researcher Ericoden (Cedar Lake Ventures, Inc.) in 2013 and acquired by Canva in 2021; one of the industrys most established interactive matting tools. | 18 / 20 Operated by Wondershare Technology (300624.SZ), a publicly listed multimedia software company with established global presence. |
| Engineering & privacy | 12 / 15 Supports 2048×2048 uploads with hybrid Cloud Auto-Clip AI + client WebGL canvas refinement; unsaved guest uploads are automatically purged. | 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 | 47 / 65 Auto-Clip mode with automatic yellow Hair Ring detection achieved 97.74% foreground IoU, with SAD = 86.88k and edge mad_band = 0.2145 due to 500×500 free preview downscaling and mild warm halo in outer flyaway curls (47.0/65). | 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 | 15 / 20 Free Small Preview exports a 500×500 8-bit RGBA transparent PNG without diagonal watermarks (5.96% pixel area retained, non-commercial use); full 2048×2048 resolution requires 1 subscription credit (15.0/20). | 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 | 11 / 15 Cloud Auto-Clip initialization and automatic hair ring segmentation completed in ~8.4s (11.0/15). | 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). |
