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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 | PicWish | Adobe | Switch / compare |
|---|---|---|---|
| Background removal | 83/100 2048 × 2048 · PNG | 77/100 2048 × 2048 · PNG | Active task |
| Image compression | 73/100 JPEG · Output attached | Not tested in topic | Compare in task topic → |
| Image upscaling | 82/100 1280×1280 (2.5x free unwatermarked) / 2048×2048 (4.0x preview carries bottom notice watermark) · Historical description; output not attached | 88/100 2048×2048 (4.0x Unwatermarked JPG) · Historical description; output not attached | |
| Object removal | 84/100 2048 × 2048 · PNG | 89/100 2048×2048 (Full-Res Unwatermarked PNG) · Historical description; output not attached | |
| Image generation | 85/100 JPEG · Output attached | 90/100 1024 × 1024 · PNG | |
| Photo restoration | 56/100 JPEG · Output attached | Not tested in topic | Compare in task topic → |
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Browse this task →| Criterion | PicWish (AI Background Remover) Background removal 83/100 Seven-aspect task score Good hair handling and refinement tools are offset by login-gated downloads and HD credit costs; free previews do not imply full-size rights. Tested export 2048 × 2048 · 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 |
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| Pricing & rules | ||
| Pricing plans | Web free, weekly/monthly/annual subscriptions and expanded packs; excludes API · 2026-10-20 Plan · source date Monthly / one-time Annual bill / period Quota & limits Pro2026-10-20 ↗ USD 5.99/week Other period Other period 50 credits/week; 50 core-feature HD downloads/day Rules [1] Pro2026-10-20 ↗ USD 9.99/month USD 59.99/year Monthly 350 credits/month; 50 core-feature HD downloads/day Rules [1] Annual 350 credits/month; 50 core-feature HD downloads/day Rules [1] Max2026-10-20 ↗ USD 26.99/month USD 263.99/year Monthly 2,000 credits/month; 15,000 HD downloads/month Rules [1] Annual 2,000 credits/month; 15,000 HD downloads/month Rules [1] 300 credits2026-10-20 ↗ USD 12.99 · one-time payment Usage / one-time Usage / one-time 300 credits; 1 per removal; not for API Rules [2] 1,000 credits2026-10-20 ↗ USD 33.99 · one-time payment Usage / one-time Usage / one-time 1,000 credits; 1 per removal; not for API Rules [2] 5,000 credits2026-10-20 ↗ USD 65.99 · one-time payment Usage / one-time Usage / one-time 5,000 credits; 1 per removal; not for API Rules [2] 11,500 credits2026-10-20 ↗ USD 99.95 · one-time payment Usage / one-time Usage / one-time 11,500 credits; 1 per removal; not for API Rules [2] 30,000 credits2026-10-20 ↗ USD 269.99 · one-time payment Usage / one-time Usage / one-time 30,000 credits; 1 per removal; not for API Rules [2] 80,000 credits2026-10-20 ↗ USD 639.99 · one-time payment Usage / one-time Usage / one-time 80,000 credits; 1 per removal; not for API Rules [2] 13 plan / billing-period records, all listed; — means that period is not recorded. Actual annual charges $59.99/$263.99. A 3-day trial is offered; cancel before expiry to avoid charges. Exact daily free count is unspecified. The 11,500-credit pack includes a current 1,500-credit bonus. Cancellation, sources & verification recordCancel under My Orders; request refunds through official support, eligibility not separately verified. Official plans and usage terms ↗ · 2026-10-20 Capture 1 ↗ · Capture 2 ↗ · Capture 3 ↗ · Capture 4 ↗ | 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 | Free logged-in users can download 1616×1616 'Free image' PNGs without credit deduction; full 2048×2048 HD requires Pro or 1 credit | Quick web background removal & full-res download are free without login; generative AI features in Firefly use Generative Credits |
| Cancellation & refunds | Cancel under My Orders; request refunds through official support, eligibility not separately verified. | Self-serve cancellation in Adobe Account (monthly plans cancel anytime; annual billed-monthly plans subject to Adobe terms) |
| Disclosure of costs & limits | Clearly labels 'Free image 1616 x 1616px (Free)' vs 'HD image 2048 x 2048px (Pro)' in the Download modal (Screenshot ③) | File formats (JPG/PNG/WEBP) and 50MB limit are disclosed directly inside the upload dropzone |
| Task quality | ||
| Measured fixture results | Edge error MAD: 0.0806 (Lower is better) · Global error SAD(k): 33.09 (Lower is better) · Foreground retention: 99.810% (Higher is better) · Background residue: 0.175% (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 | Good separation of hair strands; slight warm residue remains below the ear, and free-tier size differs from the attached file. | Hair and subject are largely retained; some background remains between curls. |
| Original historical observation | Top-5 Hair Matting Precision (`mad_band=0.0806`, `sad_k=33.09`): preserves fine curly hair flyaways with natural semi-transparent alpha gradients (`alpha_entropy=2.843`) and virtually zero background color halo; 99.81% foreground recall (`fg_recall=0.9981`) and only 0.175% background leak (`bg_leak=0.00175`). | 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 designers who want high-accuracy curly-hair cutouts (`1616×1616` free unwatermarked PNG) and don't mind signing in | 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 | 2048 × 2048 · PNG · Check watermark record | 2048 × 2048 · PNG · No watermark in test |
| Historical specification note · not an official maximum | 1616×1616 (Free Preview PNG · No Watermark) / 2048×2048 (HD Original · Requires 1 Credit / Pro) | 2048×2048 (Guests directly download full 2048×2048 PNG without sign-in; supports files up to 50MB) |
| Watermark observation | None (Completely unwatermarked transparent RGBA PNG) | None |
| Batch & API | Supports 30–100 image Bulk Edit on web, plus desktop app and commercial API | Batch workflows available via Photoshop, Lightroom, or Creative Cloud APIs |
| Recorded free-tier dimensions | 1280 × 1280 | 2048 × 2048 |
| Attached file dimensions | 2048 × 2048 · PNG | 2048 × 2048 · PNG |
| Speed & reliability | ||
| Timing observation | Network-observed server wait: 6.12s · End-to-end reference: 16.17s | 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 | Account required in this test | No login in this test |
| Sign-in methods | Requires Google / Apple / Facebook / Email login to download the free 1616×1616 PNG | 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 Refine (Keep/Erase brush), Light on, and Resize tools | Seamlessly opens in Adobe Firefly canvas for Remove brush & Generative Fill |
| Interaction observations | Requires Google / Apple / Email login before downloading the free 1616×1616 cutout, and displays a Pro trial banner inside the download modal, though the free '1616 x 1616px Free' button works cleanly with 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 | Wangxu Technology Co., Ltd. (PicWish / Apowersoft) | Adobe Inc. (NASDAQ: ADBE) |
| Recorded origin | Hong Kong / Shenzhen, China | San Jose, California, USA |
| Domain history record | 2021–Present | Domain registered 1986 / Firefly pipeline 2023–2026 |
| Background & reputation assessment | Developed by Wangxu Technology Co., Ltd. (Apowersoft / LightPDF / GitMind ecosystem, Hong Kong & Shenzhen), operating since 2021 with desktop, mobile, and API products. | Adobe Inc. (NASDAQ: ADBE, creator of Photoshop, Creative Cloud, and Firefly), global authority in digital imaging. |
| External reputation record | Mature visual AI suite specializing in e-commerce cutouts, hair-level alpha matting, and photo restoration. | 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 Tag Manager · Bing BAT | Adobe Experience Platform / Alloy |
| Engineering & privacy assessment | High-precision portrait alpha matting (`mad_band=0.0806`, Top-5 overall in our 17-tool benchmark, `fg_recall=99.81%`) completed in 6.12s server processing time. | 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 Transparent tiered download dialog (Screenshot ③): clicking Download clearly shows 'Free image: 1616 x 1616px (Free)' alongside 'HD image: 2048 x 2048px (Pro)', without injecting any watermark into the free 1616×1616 transparent PNG. | 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 | 16 / 20 Requires Google / Apple / Email login before downloading the free 1616×1616 cutout, and displays a Pro trial banner inside the download modal, though the free '1616 x 1616px Free' button works cleanly with 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 | 21 / 25 Developed by Wangxu Technology Co., Ltd. (Apowersoft / LightPDF / GitMind ecosystem, Hong Kong & Shenzhen), operating since 2021 with desktop, mobile, and API products. | 25 / 25 Adobe Inc. (NASDAQ: ADBE, creator of Photoshop, Creative Cloud, and Firefly), global authority in digital imaging. |
| Engineering & privacy | 13 / 15 High-precision portrait alpha matting (`mad_band=0.0806`, Top-5 overall in our 17-tool benchmark, `fg_recall=99.81%`) completed in 6.12s server processing time. | 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 | 53.5 / 65 Transition band error mad_band=0.0806 · Global SAD(k)=33.09 · Foreground recall 99.81% / Background leak 0.175% | 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 | 18 / 20 True Alpha channel (8/8); Max deliverable spec: 1616×1616 (Free Preview PNG · No Watermark) / 2048×2048 (HD Original · Requires 1 Credit / Pro) | 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 | 12 / 15 Network-observed server wait: 6.12s (API mode: async_oss; network upload 10.05s / end-to-end 16.17s 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) |
