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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 | Adobe | Retoucher Online | Switch / compare |
|---|---|---|---|
| Background removal | 77/100 2048 × 2048 · PNG | 70/100 2048 × 2048 · PNG | Active task |
| Image upscaling | 88/100 2048×2048 (4.0x Unwatermarked JPG) · Historical description; output not attached | Not tested in topic | Compare in task topic → |
| Object removal | 89/100 2048×2048 (Full-Res Unwatermarked PNG) · Historical description; output not attached | Not tested in topic | Compare in task topic → |
| Image generation | 90/100 1024 × 1024 · PNG | Not tested in topic | Compare in task topic → |
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Browse this task →| Criterion | Adobe Firefly (Express) BG Remover Background removal 77/100 Seven-aspect task score Free full-size export without login opens the Firefly editor; the subject is retained, but gaps between curls need cleanup. Tested export 2048 × 2048 · PNG Historical test · 2026-10-16 | 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 | US individual Firefly web free feature and four monthly subscriptions; excludes student/business, full Creative Cloud and other regions; includes four generative credit add-on subscriptions · 2026-10-20 Plan · source date Monthly / one-time Annual bill / period Quota & limits Firefly web background remover2026-10-20 ↗ Free Free Free Official feature page describes free removal; single JPG/PNG/WebP input up to 50MB Count and free export specification are not stated; subsequent generative editing may require separate credits Firefly Standard2026-10-20 ↗ USD 9.99/month — Monthly 2,000 generative credits/month; not removal counts Rules [1] Firefly Pro2026-10-20 ↗ USD 19.99/month — Monthly 4,000 generative credits/month; not removal counts Rules [1] Firefly Pro Plus2026-10-20 ↗ USD 34.97/month — Monthly 10,000 generative credits/month; not removal counts First-year promotion advertised through October 21; regular price USD 49.99/month. Renewal and eligibility follow the offer terms. Rules [1]Firefly Premium2026-10-20 ↗ USD 139.91/month — Monthly 50,000 generative credits/month; not removal counts First-year promotion advertised through October 21; regular price USD 199.99/month. Renewal and eligibility follow the offer terms. Rules [1]2,000 generative credit add-on2026-10-20 ↗ USD 9.99/month — Monthly 2,000 generative credits/month; not removal counts 7,000 generative credit add-on2026-10-20 ↗ USD 29.99/month — Monthly 7,000 generative credits/month; not removal counts 10,000 generative credit add-on2026-10-20 ↗ USD 49.99/month — Monthly 10,000 generative credits/month; not removal counts 50,000 generative credit add-on2026-10-20 ↗ USD 199.99/month — Monthly 50,000 generative credits/month; not removal counts 9 plan / billing-period records, all listed; — means that period is not recorded. Four US individual Firefly monthly plans and four credit add-on subscriptions are listed. Pro Plus/Premium first-year promotions end October 21, with regular prices separately shown. Official pages do not quantify daily free removal counts or regional tax amounts. Generative credits concern other AI features and do not establish a payment requirement for free removal. Verification has gaps; unknown prices and quotas are not inferred. Cancellation, sources & verification recordSelf-serve cancellation in Adobe Account (monthly plans cancel anytime; annual billed-monthly plans subject to Adobe terms) Official plans and usage terms ↗ · 2026-10-20 Capture 1 ↗ US individual Firefly subscriptions ↗ · 2026-10-20 Capture 1 ↗ Official generative credit add-on subscriptions ↗ · 2026-10-20 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 | Quick web background removal & full-res download are free without login; generative AI features in Firefly use Generative Credits | 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 | Self-serve cancellation in Adobe Account (monthly plans cancel anytime; annual billed-monthly plans subject to Adobe terms) | Cancellation and refund terms follow official checkout and help policies. |
| Disclosure of costs & limits | File formats (JPG/PNG/WEBP) and 50MB limit are disclosed directly inside the upload dropzone | Displays 'Downloaded images 0/3' quota counter directly beneath the Download button |
| Task quality | ||
| Measured fixture results | Edge error MAD: 0.1235 (Lower is better) · Global error SAD(k): 49.851 (Lower is better) · Foreground retention: 99.850% (Higher is better) · Background residue: 0.442% (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 | Hair and subject are largely retained; some background remains between curls. | Full-size output without login in this test; visible warm residue around complex curls favors use on defined contours. |
| Original historical observation | Very high foreground hair preservation (fg_recall=99.85%) in a 9.23MB 2048×2048 PNG, though a small patch of bookshelf background remained inside left curly hair gaps (bg_leak=0.442%, mad_band=0.1235, SAD(k)=49.85). | 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 everyday users who value Adobe's enterprise privacy standards and want a zero-login 2048×2048 full-res PNG | 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 (Guests directly download full 2048×2048 PNG without sign-in; supports files up to 50MB) | 2048 × 2048 (Unwatermarked transparent PNG, 3/day free quota) |
| Watermark observation | None | No watermark |
| Batch & API | Batch workflows available via Photoshop, Lightroom, or Creative Cloud APIs | 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: 7.75s · End-to-end reference: 11.98s | Network-observed server wait: 7.8s · End-to-end reference: 10.8s |
| Date & fixture | 2026-10-16 · 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 | No login required for background removal and full-res PNG download; Adobe sign-in only needed for Generative Fill in Firefly | No login required for 3 full-res images/day; free signup grants +3 bonus images |
| Manual adjustment | Seamlessly opens in Adobe Firefly canvas for Remove brush & Generative Fill | Not verified |
| Interaction observations | Removed the legacy mandatory Adobe ID sign-in wall for downloading! Clicking Download immediately saves the PNG while opening firefly.adobe.com/hub in a new tab (-2 pts) alongside a floating chat bubble (-2 pts). | 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 | The legacy Adobe Express background-remover URL now redirects to the upgraded Adobe Firefly visual pipeline (/products/firefly/features/remove-background.html). | Not verified |
| Operator | Adobe Inc. (NASDAQ: ADBE) | Retoucher.Online Team |
| Recorded origin | San Jose, California, USA | Independent European web photo tools team |
| Domain history record | Domain registered 1986 / Firefly pipeline 2023–2026 | 2021–present |
| Background & reputation assessment | Adobe Inc. (NASDAQ: ADBE, creator of Photoshop, Creative Cloud, and Firefly), global authority in digital imaging. | Dedicated e-commerce product cutout and profile picture web SaaS (Retoucher.Online) with transparent pricing and customer support. |
| External reputation record | Users historically criticized Adobe Express for forcing sign-in before download; our 2026 test confirms the migrated Firefly page now lets guests download full-res PNGs without logging in. | Not verified |
| Engineering & privacy | ||
| Processing location | Uploaded for cloud processing | Uploaded for cloud processing |
| Third-party tracking record | Adobe Experience Platform / Alloy | Not verified |
| Engineering & privacy assessment | Backed by Adobe Creative Cloud enterprise blob storage (acp-aep-cs-blobstore-prod-va6-data.adobe.io) with signed temporary URLs and strict enterprise privacy commitments. | 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 | Claims deletion within 4 hours; deletion not independently verified | Explicit retention period unconfirmed; inspect policy record |
| Evaluation basis | ||
| Pricing transparency | 40 / 40 Landing page clearly states 'Remove the background from your image for free' and 'File must be JPEG (JPG), PNG, or WEBP and up to 50MB'; real-machine testing confirms guests download a 2048×2048 full-res PNG (9.23MB) without any sign-in wall. | 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 | 16 / 20 Removed the legacy mandatory Adobe ID sign-in wall for downloading! Clicking Download immediately saves the PNG while opening firefly.adobe.com/hub in a new tab (-2 pts) alongside a floating chat bubble (-2 pts). | 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 | 25 / 25 Adobe Inc. (NASDAQ: ADBE, creator of Photoshop, Creative Cloud, and Firefly), global authority in digital imaging. | 17 / 20 Dedicated e-commerce product cutout and profile picture web SaaS (Retoucher.Online) with transparent pricing and customer support. |
| Engineering & privacy | 15 / 15 Backed by Adobe Creative Cloud enterprise blob storage (acp-aep-cs-blobstore-prod-va6-data.adobe.io) with signed temporary URLs and strict enterprise privacy commitments. | 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 | 39.1 / 65 Transition band error mad_band=0.1235 · Global SAD(k)=49.851 · Foreground recall 99.85% / Background leak 0.442% | 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 (Guests directly download full 2048×2048 PNG without sign-in; supports files up to 50MB) | 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 | 10 / 15 Network-observed server wait: 7.75s (API mode: async; network upload 0.01s / end-to-end 11.98s 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). |
