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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 | canva.com | media.io | Switch / compare |
|---|---|---|---|
| Background removal | 95/100 2048 × 2048 · 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 | Canva Background Remover Background removal 95/100 Seven-aspect task score Free, no-login full 2048×2048 watermark-free PNG export with outstanding hair-strand precision and ~4s server turnaround. Tested export 2048 × 2048 · PNG Historical test · 2026-10-31 | 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 | Canva Free and Pro subscription structure · 2026-10-30 Plan · source date Monthly / one-time Annual bill / period Quota & limits Free2026-10-30 ↗ Free Free Free Free drag-and-drop editor, 1.6M+ free templates, 4.7M+ free assets, 5GB cloud storage Basic graphic design, templates, social media layouts, collaborative sharing Canva Pro (Monthly)2026-10-30 ↗ USD 18/month — Monthly Individual monthly subscription with full AI tools and 100GB cloud storage AI background removal, magic eraser, image upscaler, 140M+ premium assets Canva Pro (Annual)2026-10-30 ↗ — USD 144/year Annual Individual annual plan billed at $144/yr ($12/mo equiv), full AI tools and 100GB cloud storage AI background removal, magic eraser, image upscaler, full asset catalog, social scheduling 3 plan / billing-period records, all listed; — means that period is not recorded. Free tier covers core design tools; Canva Pro unlocks AI background removal, image upscaling, and 140M+ assets at $18/mo or $144/yr ($12/mo). Cancellation, sources & verification recordCancellation and refund terms unverified Canva Official Annual Pricing Page ↗ · 2026-10-30 Capture 1 ↗ Canva Official Monthly Pricing Page ↗ · 2026-10-30 Capture 1 ↗ | 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 | Standalone web tool supports free no-login processing and download; batch processing and in-editor features require Canva 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 | Not verified | 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 beneath the upload button upfront | Generate button clearly labels 'Generate 1' and top header shows remaining credit balance before submission |
| Task quality | ||
| Measured fixture results | Edge error MAD: 0.0702 (Lower is better) · Global error SAD(k): 25.507 (Lower is better) · Foreground retention: 99.870% (Higher is better) · Background residue: 0.013% (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 | 99.87% foreground retention with remarkably clean background filtering between curls and zero downscaling. | 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 | Curly hair details are preserved with exceptional fidelity (fg_recall=99.87%), background between curls is filtered cleanly (bg_leak=0.013%, mad_band=0.0702, SAD(k)=25.51), delivering a 4.16MB 2048×2048 RGBA PNG (02_result.png, 03_download.png). | 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 | Designers and everyday users who need instant, login-free 2048×2048 full-resolution matting with top-tier hair precision | Existing Wondershare account holders needing occasional unwatermarked cutouts of simple-edge subjects |
| Result & output evidence | ||
| Delivery capabilities | ||
| Recorded export specifications | 2048 × 2048 · PNG · No watermark in test | 2000 × 2000 · PNG · No watermark in test |
| Historical specification note · not an official maximum | 2048×2048 (guest direct download of 2048×2048 watermark-free transparent PNG) | 2000×2000 (from 2048×2048 PNG via upload confirm modal; 2048×2048 retained on JPEG input) |
| Watermark observation | Watermark-free | No watermark (native RGBA transparent PNG) |
| Batch & API | Single image quick processing; batch processing requires Canva Pro login | Single-image web workspace with one-click handoff to MediaAgent refinement or image-to-video animation |
| Recorded free-tier dimensions | 2048 × 2048 | 2000 × 2000 |
| Attached file dimensions | 2048 × 2048 · PNG | 2000 × 2000 · PNG |
| Speed & reliability | ||
| Timing observation | Network-observed server wait: 4.04s · End-to-end reference: 4.6s | Network-observed server wait: 26.08s · End-to-end reference: 26.08s |
| Date & fixture | 2026-10-31 · 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 | Standalone web tool requires no login; full canvas editor requires account registration | Requires Wondershare account sign-in (supports email code or Google OAuth) |
| Manual adjustment | Clicking 'Open in editor' seamlessly moves into Canva workspace for further design work | Not verified |
| Interaction observations | Clean modal without gating popups or mandatory questionnaires. The result popup provides straightforward 'Download' and 'Open in editor' actions with zero countdown friction. | 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 | Canva Pty Ltd | Publicly Listed Multimedia Software Giant AI Flagship (Wondershare, 300624.SZ) |
| Recorded origin | Sydney, Australia | Shenzhen, China / Vancouver, Canada |
| Domain history record | Founded 2012 / 14-year design platform standard | Publicly operating online service |
| Background & reputation assessment | Operated by Canva Pty Ltd in Sydney, Australia; a global design unicorn serving over 170 million monthly active users with complete enterprise certifications. | 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 | Google Analytics · Facebook Pixel · Braze · Datadog | Not verified |
| Engineering & privacy assessment | CDP network inspection confirms HTTPS transmission to Canva's media processing infrastructure with SOC2 and GDPR compliance. Canva guarantees private designs are not used for public model training without authorization. | 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 | 40 / 40 Prominently promises 'Remove image background for free' upfront. Uploading our 2048×2048 curly-hair anchor image requires no registration or Pro subscription, and clicking 'Download' directly delivers the full 2048×2048 watermark-free transparent PNG (4.16MB), 100% fulfilling the no-login promise (01_landing.png, 02_result.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 | 19 / 20 Clean modal without gating popups or mandatory questionnaires. The result popup provides straightforward 'Download' and 'Open in editor' actions with zero countdown friction. | 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 | 25 / 25 Operated by Canva Pty Ltd in Sydney, Australia; a global design unicorn serving over 170 million monthly active users with complete enterprise certifications. | 18 / 20 Operated by Wondershare Technology (300624.SZ), a publicly listed multimedia software company with established global presence. |
| Engineering & privacy | 15 / 15 CDP network inspection confirms HTTPS transmission to Canva's media processing infrastructure with SOC2 and GDPR compliance. Canva guarantees private designs are not used for public model training without authorization. | 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 | 60.8 / 65 Edge boundary error mad_band=0.0702 (32.7/35), global error SAD(k)=25.51 (13.4/15), subject recall 99.87% / background residue 0.013% (14.7/15) (60.8/65) | 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 | 20 / 20 True alpha channel; full 2048×2048 resolution with 100% pixel retention and zero watermarks (20.0/20) | 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 | 13 / 15 Server-side processing takes ~4.04s, async_verified mode; 0.0s upload latency / 4.60s end-to-end (13.0/15) | 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). |
