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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 | Pixelcut | Adobe | Switch / compare |
|---|---|---|---|
| Background removal | 91/100 1080 × 1080 · PNG | 77/100 2048 × 2048 · PNG | Active task |
| Image upscaling | 89/100 1024×1024 (PNG · 2.0x Fast Upscale) · Historical description; output not attached | 88/100 2048×2048 (4.0x Unwatermarked JPG) · Historical description; output not attached | |
| Object removal | 88/100 1024×1024 (Unwatermarked PNG) · Historical description; output not attached | 89/100 2048×2048 (Full-Res Unwatermarked PNG) · Historical description; output not attached | |
| Image generation | 87/100 1600×1600 (Unwatermarked PNG/JPEG) · Historical description; output not attached | 90/100 1024 × 1024 · PNG |
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Browse this task →| Criterion | Pixelcut Background Remover Background removal 91/100 Seven-aspect task score Hair detail and the download flow perform well, with clear free-tier labels; login-free output is 1080px and full size requires login. Tested export 1080 × 1080 · PNG Historical test · 2026-10-16 | 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 |
|---|---|---|
| Pricing & rules | ||
| Pricing plans | Web Free, Pro and all eight Business volumes with monthly/annual selection; API separate · 2026-10-20 Plan · source date Monthly / one-time Annual bill / period Quota & limits Free2026-10-20 ↗ Free Free Free Limited background removal; watermark-free export, exact count unspecified Pro2026-10-20 ↗ USD 10/month USD 96/year Monthly Unlimited removal; 600 AI credits/month; 3-person team; 1,000 batch exports/month Annual Unlimited removal; 600 AI credits/month; 3-person team; 1,000 batch exports/month Rules [1] Business 3,6002026-10-20 ↗ USD 30/month USD 288/year Monthly Unlimited removal; 3,600 AI credits/month; 10-person team; 2,000 batch exports/month Annual Unlimited removal; 3,600 AI credits/month; 10-person team; 2,000 batch exports/month Rules [1] Business 9,0002026-10-20 ↗ USD 60/month USD 576/year Monthly Unlimited removal; 9,000 AI credits/month; 20-person team; 5,000 batch exports/month Annual Unlimited removal; 9,000 AI credits/month; 20-person team; 5,000 batch exports/month Rules [1] Business 18,0002026-10-20 ↗ USD 120/month USD 1,152/year Monthly Unlimited removal; 18,000 AI credits/month; 20-person team; 10,000 batch exports/month Annual Unlimited removal; 18,000 AI credits/month; 20-person team; 10,000 batch exports/month Rules [1] Business 36,0002026-10-20 ↗ USD 240/month USD 2,304/year Monthly Unlimited removal; 36,000 AI credits/month; 20-person team; 20,000 batch exports/month Annual Unlimited removal; 36,000 AI credits/month; 20-person team; 20,000 batch exports/month Rules [1] Business 72,0002026-10-20 ↗ USD 480/month USD 4,608/year Monthly Unlimited removal; 72,000 AI credits/month; 20-person team; 40,000 batch exports/month Annual Unlimited removal; 72,000 AI credits/month; 20-person team; 40,000 batch exports/month Rules [1] Business 108,0002026-10-20 ↗ USD 720/month USD 6,912/year Monthly Unlimited removal; 108,000 AI credits/month; 20-person team; 40,000 batch exports/month Annual Unlimited removal; 108,000 AI credits/month; 20-person team; 40,000 batch exports/month Rules [1] Business 144,0002026-10-20 ↗ USD 960/month USD 9,216/year Monthly Unlimited removal; 144,000 AI credits/month; 20-person team; 60,000 batch exports/month Annual Unlimited removal; 144,000 AI credits/month; 20-person team; 60,000 batch exports/month Rules [1] Business 180,0002026-10-20 ↗ USD 1,200/month USD 11,520/year Monthly Unlimited removal; 180,000 AI credits/month; 20-person team; 80,000 batch exports/month Annual Unlimited removal; 180,000 AI credits/month; 20-person team; 80,000 batch exports/month Rules [1] 19 plan / billing-period records, all listed; — means that period is not recorded. Annual charges for Pro and all eight Business volumes were verified separately in Stripe checkout. Unlimited paid removal coexists with batch-export limits. The free tier still says Limited without an exact removal count; it is not treated as unlimited. Verification has gaps; unknown prices and quotas are not inferred. Cancellation, sources & verification recordCancel anytime; refund eligibility unverified. Official plans and usage terms ↗ · 2026-10-20 Capture 1 ↗ · Capture 2 ↗ · Capture 3 ↗ Annual USD checkout summaries for each volume ↗ · 2026-10-20 Capture 1 ↗ · Capture 2 ↗ · Capture 3 ↗ · Capture 4 ↗ · Capture 5 ↗ · Capture 6 ↗ · Capture 7 ↗ · Capture 8 ↗ · Capture 9 ↗ | 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 ↗ |
| Free & trial allowance on the test date | Single-image background removal is free; Batch Edit requires upgrading to Pixelcut Pro | Quick web background removal & full-res download are free without login; generative AI features in Firefly use Generative Credits |
| Cancellation & refunds | Cancel anytime; refund eligibility unverified. | Self-serve cancellation in Adobe Account (monthly plans cancel anytime; annual billed-monthly plans subject to Adobe terms) |
| Disclosure of costs & limits | Clearly disclosed in the Download dropdown menu with exact pixel dimensions | File formats (JPG/PNG/WEBP) and 50MB limit are disclosed directly inside the upload dropzone |
| Task quality | ||
| Measured fixture results | Edge error MAD: 0.0701 (Lower is better) · Global error SAD(k): 26.707 (Lower is better) · Foreground retention: 99.940% (Higher is better) · Background residue: 0.018% (Lower is better) | 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) |
| Fixture findings | Fine hair transitions and strong subject retention in this test; coverage is limited to the tested portrait and conditions. | Hair and subject are largely retained; some background remains between curls. |
| Original historical observation | Hair strand transitions are remarkably crisp and natural (transition-band error mad_band=0.0701, SAD(k)=26.71, gradient error 0.0207), with 99.94% foreground recall and only 0.018% background leak—ranking in the absolute top tier of all tested tools. | 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). |
| Suitable uses · historical assessment | E-commerce sellers and portrait designers who want top-tier hair edge precision (mad_band=0.0701) with instant 1080p guest export or 2048p signed-in export | Designers and everyday users who value Adobe's enterprise privacy standards and want a zero-login 2048×2048 full-res PNG |
| Result & output evidence | ||
| Delivery capabilities | ||
| Recorded export specifications | 1080 × 1080 · PNG · No watermark in test | 2048 × 2048 · PNG · No watermark in test |
| Historical specification note · not an official maximum | 2048×2048 (1080×1080 free guest preview export; dropdown explicitly states 'Full resolution 2048×2048 — Free with sign in') | 2048×2048 (Guests directly download full 2048×2048 PNG without sign-in; supports files up to 50MB) |
| Watermark observation | None | None |
| Batch & API | Supports Batch Edit (Pro subscription feature) | Batch workflows available via Photoshop, Lightroom, or Creative Cloud APIs |
| Recorded free-tier dimensions | 1080 × 1080 | 2048 × 2048 |
| Attached file dimensions | 1080 × 1080 · PNG | 2048 × 2048 · PNG |
| Speed & reliability | ||
| Timing observation | Network-observed server wait: 3.03s · End-to-end reference: 16.87s | Network-observed server wait: 7.75s · End-to-end reference: 11.98s |
| Date & fixture | 2026-10-16 · 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 | No login in this test | No login in this test |
| Sign-in methods | No login required for 1080×1080 export; Google / Apple / Email sign-in unlocks free 2048×2048 full-resolution export | No login required for background removal and full-res PNG download; Adobe sign-in only needed for Generative Fill in Firefly |
| Manual adjustment | Built-in Retouch brush, Expand, Upscale, Shadow, and AI Background generator in left sidebar | Seamlessly opens in Adobe Firefly canvas for Remove brush & Generative Fill |
| Interaction observations | Enters the clean online workspace immediately after upload with zero popup spam; guests can export a 1080×1080 watermark-free PNG in one click. | 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). |
| Background & reputation | ||
| Service lifecycle notice | Not verified | The legacy Adobe Express background-remover URL now redirects to the upgraded Adobe Firefly visual pipeline (/products/firefly/features/remove-background.html). |
| Operator | Pixelcut Inc. (San Francisco, CA, USA) | Adobe Inc. (NASDAQ: ADBE) |
| Recorded origin | San Francisco, USA (Y Combinator S20) | San Jose, California, USA |
| Domain history record | Founded 2020 | Domain registered 1986 / Firefly pipeline 2023–2026 |
| Background & reputation assessment | Pixelcut Inc. (San Francisco AI design startup, Y Combinator S20 alum, trusted by tens of millions of e-commerce creators worldwide). | Adobe Inc. (NASDAQ: ADBE, creator of Photoshop, Creative Cloud, and Firefly), global authority in digital imaging. |
| External reputation record | Leading AI product photography tool whose proprietary matting and shadow models are widely praised by e-commerce merchants. | 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. |
| Engineering & privacy | ||
| Processing location | Uploaded for cloud processing | Uploaded for cloud processing |
| Third-party tracking record | Google Analytics · PostHog | Adobe Experience Platform / Alloy |
| Engineering & privacy assessment | Synchronously returns the PNG cutout via dedicated endpoint api2.pixelcut.app/image/matte/v1 (server_s=3.03s) with a clean network pipeline. | 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. |
| Retention statement | Explicit retention period unconfirmed; inspect policy record | Claims deletion within 4 hours; deletion not independently verified |
| Evaluation basis | ||
| Pricing transparency | 30 / 40 Clicking the top-right Download dropdown clearly lists both tiers upfront: 'Preview resolution 1080×1080 — Free' and 'Full resolution 2048×2048 — Free with sign in', with zero hidden paywalls or watermark ambushes. | 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. |
| Interaction restraint | 18 / 20 Enters the clean online workspace immediately after upload with zero popup spam; guests can export a 1080×1080 watermark-free PNG in one click. | 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). |
| Background & reputation | 23 / 25 Pixelcut Inc. (San Francisco AI design startup, Y Combinator S20 alum, trusted by tens of millions of e-commerce creators worldwide). | 25 / 25 Adobe Inc. (NASDAQ: ADBE, creator of Photoshop, Creative Cloud, and Firefly), global authority in digital imaging. |
| Engineering & privacy | 12 / 15 Synchronously returns the PNG cutout via dedicated endpoint api2.pixelcut.app/image/matte/v1 (server_s=3.03s) with a clean network pipeline. | 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. |
| Task quality | 60.9 / 65 Transition band error mad_band=0.0701 · Global SAD(k)=26.707 · Foreground recall 99.94% / Background leak 0.018% | 39.1 / 65 Transition band error mad_band=0.1235 · Global SAD(k)=49.851 · Foreground recall 99.85% / Background leak 0.442% |
| Deliverable specifications | 20 / 20 True Alpha channel (8/8); Max deliverable spec: 2048×2048 (1080×1080 free guest preview export; dropdown explicitly states 'Full resolution 2048×2048 — Free with sign in') | 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) |
| Processing speed | 13 / 15 Network-observed server wait: 3.03s (API mode: sync; network upload 9.79s / end-to-end 16.87s shown for reference only, never penalized) | 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) |
