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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 | playground.com | Retoucher Online | Switch / compare |
|---|---|---|---|
| Background removal | 83/100 2048 × 2048 · PNG | 70/100 2048 × 2048 · PNG | Active task |
| Image generation | 90/100 1600 × 1600 · PNG | Not tested in topic | Compare in task topic → |
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Browse this task →| Criterion | Playground AI (Background Removal) Background removal 83/100 Seven-aspect task score Playground (Playground AI Inc.) provides 3 login-free full-size background removals. Cloud GPU inference completed in 13.87s, exporting an unwatermarked 2048x2048 transparent PNG (5.0 MB) with 99.99% foreground recall and only 0.24% background residue with zero downscaling. Tested export 2048 × 2048 · PNG Historical test · 2026-11-03 | Retoucher Online Background Remover Background removal 70/100 Seven-aspect task score Free full-size output without login or popups suits occasional use; the daily limit is three images and curls retain considerable background residue. Tested export 2048 × 2048 · PNG Historical test · 2026-10-17 |
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| Pricing & rules | ||
| Pricing plans | Playground web AI image generation and design subscriptions · 2026-11-01 Plan · source date Monthly / one-time Annual bill / period Quota & limits Free Tier2026-11-01 ↗ Free Free Free Up to 10 images every 3 hours; 3 monthly generations across advanced models Access to text-to-image and canvas editing with worldwide royalty-free commercial license；Slower generation during peak hours; waiting period after limits are reached；Permanently free, no renewal；Perpetual access Pro Monthly2026-11-01 ↗ USD 15/month — Monthly Up to 75 images every 3 hours; 150 monthly credits across advanced models Unlimited premium templates, upscaling and background removal included, up to 2K (2048x2048) editing, commercial use；150 monthly credits for advanced models；Auto-renews monthly; cancel anytime Rules [1]Pro Annual2026-11-01 ↗ — USD 144/year Annual Up to 75 images every 3 hours, 150 monthly credits, billed as $144/year ($12/mo equivalent) Full Pro features, upscaling, background removal, and 2K resolution editing；Prepaid annually at $144 Rules [2] [3]Pro Plus Monthly2026-11-01 ↗ USD 45/month — Monthly Unlimited image generations without caps, 1,000 monthly credits across all models Unlimited upscaling and background removal, up to 4K (3840x2160) editing, priority support, and API access；1,000 monthly credits for advanced models；Auto-renews monthly Rules [1]Pro Plus Annual2026-11-01 ↗ — USD 432/year Annual Unlimited generations, 1,000 monthly credits, billed as $432/year ($36/mo equivalent) Full Pro Plus features, 4K super-resolution upscaling, and unlimited background removal；Prepaid annually at $432 Rules [2] [3]5 plan / billing-period records, all listed; — means that period is not recorded. Offers a permanent free tier with commercial rights alongside Pro and Pro Plus subscriptions; annual plans receive a 20% discount with exact annual billed totals explicitly listed. Cancellation, sources & verification recordCancellation and refund terms unverified Playground AI Official Pricing and Plans ↗ · 2026-11-01 Capture 1 ↗ | Web free, monthly, annual and all 10 image packs · 2026-10-20 Plan · source date Monthly / one-time Annual bill / period Quota & limits Pro2026-10-20 ↗ USD 9/month Annual price not verified Monthly 50 images/day, capped at 500/month; batch removal Annual 50 images/day, capped at 500/month; batch removal Only monthly equivalent $6.59 is listed; actual annual charge unverified; the payment panel does not state a full-year total or billing period (Pro shows $6.59 Plan Activation), so it does not verify an annual contract. Business2026-10-20 ↗ USD 18/month Annual price not verified Monthly Page lists 1,000/day together with a 1,000/month cap; batch editing Annual Page lists 1,000/day together with a 1,000/month cap; batch editing Only monthly equivalent $12.99 is listed; actual annual charge unverified; the payment panel does not state a full-year total or billing period (Pro shows $6.59 Plan Activation), so it does not verify an annual contract. 10 images2026-10-20 ↗ USD 6 · one-time payment Usage / one-time Usage / one-time 10 background removals Rules [1] 30 images2026-10-20 ↗ USD 8 · one-time payment Usage / one-time Usage / one-time 30 background removals Rules [1] 100 images2026-10-20 ↗ USD 18 · one-time payment Usage / one-time Usage / one-time 100 background removals Rules [1] 300 images2026-10-20 ↗ USD 48 · one-time payment Usage / one-time Usage / one-time 300 background removals Rules [1] 500 images2026-10-20 ↗ USD 70 · one-time payment Usage / one-time Usage / one-time 500 background removals Rules [1] 1,000 images2026-10-20 ↗ USD 120 · one-time payment Usage / one-time Usage / one-time 1,000 background removals Rules [1] 3,000 images2026-10-20 ↗ USD 300 · one-time payment Usage / one-time Usage / one-time 3,000 background removals Rules [1] 5,000 images2026-10-20 ↗ USD 400 · one-time payment Usage / one-time Usage / one-time 5,000 background removals Rules [1] 10,000 images2026-10-20 ↗ USD 600 · one-time payment Usage / one-time Usage / one-time 10,000 background removals Rules [1] 50,000 images2026-10-20 ↗ USD 1,500 · one-time payment Usage / one-time Usage / one-time 50,000 background removals Rules [1] Enterprise2026-10-20 ↗ Contact sales Quoted Quoted Up to 1 million images/month, API, CMS extension, unlimited project storage 16 plan / billing-period records, all listed; — means that period is not recorded. With annual selected, Pro payment shows only $6.59 Plan Activation, without a full-year total or billing period; the Business annual total is also unconfirmed. The 50,000-image pack total of $1,500 conflicts with its $0.05/image label; the total is retained with the conflict disclosed. Verification has gaps; unknown prices and quotas are not inferred. Cancellation, sources & verification recordCancellation and refund terms follow official checkout and help policies. Official plans and usage terms ↗ · 2026-10-20 Capture 1 ↗ · Capture 2 ↗ · Capture 3 ↗ Payment panel after annual selection ↗ · 2026-10-20 Capture 1 ↗ |
| Free & trial allowance on the test date | 3 free full-size removals for anonymous guests; free accounts receive 10 generations every 3 hours with commercial use | Unauthenticated guests can download 3 full-res unwatermarked images per day ('Downloaded images 1/3'); free registered Standard tier also includes 3 images/day and 1GB storage |
| Cancellation & refunds | Not verified | Cancellation and refund terms follow official checkout and help policies. |
| Disclosure of costs & limits | Upfront on the upload interface with the 'Remove background 3 left' tag | Displays 'Downloaded images 0/3' quota counter directly beneath the Download button |
| Task quality | ||
| Measured fixture results | Edge error MAD: 0.0953 (Lower is better) · Global error SAD(k): 35.236 (Lower is better) · Foreground retention: 99.990% (Higher is better) · Background residue: 0.239% (Lower is better) | Edge error MAD: 0.2451 (Lower is better) · Global error SAD(k): 73.972 (Lower is better) · Foreground retention: 99.630% (Higher is better) · Background residue: 3.424% (Lower is better) |
| Fixture findings | On the 2048x2048 anchor_bgremove_v1 fixture, Playground achieved solid metrics: boundary error mad_band=0.0953, global SAD(k)=35.24, foreground recall 99.99%, and background leakage 0.239%, delivering a full-resolution 5.0 MB transparent PNG. | Full-size output without login in this test; visible warm residue around complex curls favors use on defined contours. |
| Original historical observation | On the 2048x2048 anchor_bgremove_v1 fixture, Playground delivered solid results: foreground hair and garment contours remained intact (fg_recall 99.99%) with only 0.239% background leakage, exporting a full 5.0 MB transparent PNG. | Retoucher Online scores high on commercial honesty (3 free 2048×2048 unwatermarked PNGs/day without login), but its underlying segmentation model struggles with complex frizzy hair flyaways (mad_band=0.2451, bg_leak=3.424%), leaving a visible warm background halo around outer curls. |
| Suitable uses · historical assessment | Designers and e-commerce creators needing login-free 2048px ultra-high-resolution cutouts with high hair and garment fidelity | Hard-edged e-commerce product photos and ID/profile pictures where users need 1–3 free 2048×2048 unwatermarked PNGs without signing up |
| 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 (Direct export of 5.0 MB unwatermarked transparent PNG at original resolution) | 2048 × 2048 (Unwatermarked transparent PNG, 3/day free quota) |
| Watermark observation | None | No watermark |
| Batch & API | Single-image web processing; canvas studio supports multi-layer editing | Supports batch upload up to 100 images (batch export on Pro) and built-in text/background editor |
| 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: 13.87s · End-to-end reference: 17s | Network-observed server wait: 7.8s · End-to-end reference: 10.8s |
| Date & fixture | 2026-11-03 · 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 | No login in this test | No login in this test |
| Sign-in methods | Google sign-in and email login supported (guests can directly use 3 free removals without signing in) | No login required for 3 full-res images/day; free signup grants +3 bonus images |
| Manual adjustment | Result page supports one-click transition to Canvas for erase, expand, and touch-up | Not verified |
| Interaction observations | Delivers full-res PNG without mandatory sign-in or payment barriers; optional 'Edit in Canvas' button allows multi-layer design editing. | Delivers 3 full-resolution 2048×2048 unwatermarked PNGs per day with zero login walls or popups, fully honoring its 'Free & No Signup' headline. |
| Background & reputation | ||
| Service lifecycle notice | Not verified | Not verified |
| Operator | Playground AI Inc. | Retoucher.Online Team |
| Recorded origin | San Francisco, California, United States | Independent European web photo tools team |
| Domain history record | Founded in 2022 (Founder Suhail Doshi previously co-founded Mixpanel) | 2021–present |
| Background & reputation assessment | Playground AI Inc. (San Francisco, CA, founded 2022 by Suhail Doshi), creator of open-source diffusion models with over 13M users. | Dedicated e-commerce product cutout and profile picture web SaaS (Retoucher.Online) with transparent pricing and customer support. |
| External reputation record | Over 13 million creators; acclaimed creator of open-source Playground v2.5 diffusion models. | Not verified |
| Engineering & privacy | ||
| Processing location | Uploaded for cloud processing | Uploaded for cloud processing |
| Third-party tracking record | Google Tag Manager · Mixpanel · Stripe | Not verified |
| Engineering & privacy assessment | Uploads original image directly to dedicated cloud GPU cluster via HTTPS with zero silent client-side downscaling. | Processes full 2048×2048 images in the cloud returning native 8-bit Alpha RGBA PNGs alongside an online template editor with 76 backdrop designs. |
| Retention statement | Explicit retention period unconfirmed; inspect policy record | Explicit retention period unconfirmed; inspect policy record |
| Evaluation basis | ||
| Pricing transparency | 35 / 35 Landing page clearly displays a 'Remove background 3 left' counter before upload; test confirms guests download a 2048×2048 watermark-free PNG (5.0 MB) without signing in. | 30 / 35 Landing page title explicitly promises 'Remove background From Image - Free & No Signup' (01_landing.png); uploading our 2048×2048 anchor without login automatically redirects to /upload and delivers a full 2048×2048 unwatermarked transparent PNG with a clear 'Downloaded images 1/3' daily quota counter right below the Download button (02_workspace.png, 03_download.png). |
| Interaction restraint | 30 / 30 Delivers full-res PNG without mandatory sign-in or payment barriers; optional 'Edit in Canvas' button allows multi-layer design editing. | 27 / 30 Delivers 3 full-resolution 2048×2048 unwatermarked PNGs per day with zero login walls or popups, fully honoring its 'Free & No Signup' headline. |
| Background & reputation | 19 / 20 Playground AI Inc. (San Francisco, CA, founded 2022 by Suhail Doshi), creator of open-source diffusion models with over 13M users. | 17 / 20 Dedicated e-commerce product cutout and profile picture web SaaS (Retoucher.Online) with transparent pricing and customer support. |
| Engineering & privacy | 14 / 15 Uploads original image directly to dedicated cloud GPU cluster via HTTPS with zero silent client-side downscaling. | 12 / 15 Processes full 2048×2048 images in the cloud returning native 8-bit Alpha RGBA PNGs alongside an online template editor with 76 backdrop designs. |
| Task quality | 51 / 65 Transition band error mad_band=0.0953 · Global SAD(k)=35.236 · Foreground recall 99.99% / Background leak 0.239% | 32.5 / 65 High foreground subject recall (99.63%), but exhibits noticeable background halo leakage around fine curly hair flyaways (bg_leak=3.424%, transition band error mad_band=0.2451, global SAD(k)=73.972) (32.5/65). |
| Deliverable specifications | 20 / 20 True Alpha channel (8/8); Max deliverable spec: 2048×2048 (Direct export of 5.0 MB unwatermarked transparent PNG at original resolution) | 20 / 20 Preserves full 2048×2048 resolution and true RGBA transparency without any watermark within the 3/day guest quota (20.0/20). |
| Processing speed | 6 / 15 Network-observed server wait: 13.87s (API mode: sync; network upload 0s / end-to-end 17s shown for reference only, never penalized) | 10 / 15 Cloud async cutout completes in ~7.80s (network upload 1.90s, end-to-end 10.80s reference) (10.0/15). |
