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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 | Adobe | LightX | Switch / compare |
|---|---|---|---|
| Background removal | 77/100 2048 × 2048 · PNG | 64/100 480 × 480 · PNG | Active task |
| Image upscaling | 88/100 2048×2048 (4.0x Unwatermarked JPG) · Historical description; output not attached | 86/100 JPEG · Output attached | |
| Object removal | 89/100 2048×2048 (Full-Res Unwatermarked PNG) · Historical description; output not attached | 66/100 JPEG · Output attached | |
| Image generation | 90/100 1024 × 1024 · PNG | 83/100 JPEG · Output attached |
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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 | LightX AI Background Remover Background removal 64/100 Seven-aspect task score Clearly labelled tiers allow login-free use, but free output is only 480px with limited fine-hair detail; HD requires login. Tested export 480 × 480 · PNG Historical test · 2026-10-17 |
|---|---|---|
| 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 ↗ | USD web monthly/annual subscriptions and 800-credit pack; excludes API · 2026-10-20 Plan · source date Monthly / one-time Annual bill / period Quota & limits Starter2026-10-20 ↗ Free Free Free Card states 6 AI credits/day; comparison table instead says up to 5 credits Background removal outputs low-resolution JPG; export table lists 512px Pro2026-10-20 ↗ USD 9.99/month USD 59.99/year Annual 1,000 AI credits/month; unlimited background removal/replacement PNG and high resolution; export table lists 4096px Monthly 1,000 AI credits/month; unlimited background removal/replacement PNG and high resolution; export table lists 4096px 800 AI credit pack2026-10-20 ↗ USD 9.99 · one-time payment Usage / one-time Usage / one-time 800 general AI credits Advertised lifetime validity 4 plan / billing-period records, all listed; — means that period is not recorded. Monthly $9.99 verified; promotional annual total $59.99 and non-expiring 800-credit pack $9.99. The free card still says 6 daily credits while the table says up to 5. Free removal is low-resolution JPG; Pro provides unlimited high-resolution PNG removal. Earlier INR and current USD observations do not imply identical regional pricing. 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 ↗ Monthly pricing and feature comparison ↗ · 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 | Free guest 480×480 export; registered users receive daily free AI credits for advanced editor tools |
| 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 | Exact resolution limits are displayed right below the Download HD and Download Standard buttons |
| 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: 0.228 (Lower is better) · Global error SAD(k): 50.793 (Lower is better) · Foreground retention: 99.890% (Higher is better) · Background residue: 1.303% (Lower is better) |
| Fixture findings | Hair and subject are largely retained; some background remains between curls. | Complete subject contours and convenient previews; this free export was only 480px and smoothed fine hair. |
| 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). | LightX cleanly segments the portrait silhouette (99.89% foreground recall) and offers instant backdrop color previews on the result page (02_workspace.png), though the 480×480 guest resolution cap pixelates fine flyaway 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 | Users needing quick, unwatermarked small transparent thumbnails or icons (480×480) without signing up |
| Result & output evidence | ||
| Delivery capabilities | ||
| Recorded export specifications | 2048 × 2048 · PNG · No watermark in test | 480 × 480 · 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) | 480 × 480 (Guest Standard tier, 5.5% pixel retention) |
| Watermark observation | None | No watermark |
| Batch & API | Batch workflows available via Photoshop, Lightroom, or Creative Cloud APIs | Commercial API (https://www.lightxeditor.com/api/) + full web editor |
| Recorded free-tier dimensions | 2048 × 2048 | 480 × 480 |
| Attached file dimensions | 2048 × 2048 · PNG | 480 × 480 · PNG |
| Speed & reliability | ||
| Timing observation | Network-observed server wait: 7.75s · End-to-end reference: 11.98s | Network-observed server wait: 5.85s · End-to-end reference: 7.5s |
| 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 480×480 Standard PNG; Google / Facebook / Email login required for 1920×1920 HD |
| 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). | Explicitly labels exact pixel limits (480×480 vs 1920×1920) directly beneath the two download buttons with zero hidden watermarks. |
| 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) | AndOr Communications Pvt. Ltd. (LightX) |
| Recorded origin | San Jose, California, USA | New Delhi, India |
| Domain history record | Domain registered 1986 / Firefly pipeline 2023–2026 | 2017–present |
| Background & reputation assessment | Adobe Inc. (NASDAQ: ADBE, creator of Photoshop, Creative Cloud, and Firefly), global authority in digital imaging. | Developed by AndOr Communications Pvt. Ltd. (New Delhi, India), creator of the globally popular LightX mobile photo editor with tens of millions of downloads. |
| 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. | Performs HTTPS cloud segmentation and triggers direct local download for Standard resolution without intrusive browser permissions. |
| 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. | 28 / 35 Supports direct unauthenticated image upload on the landing page (01_landing.png) and clearly displays two download buttons side by side: "Download HD (Resolution upto 1920 x 1920 px)" and "Download Standard (Resolution upto 480 x 480 px)" (02_workspace.png). Clicking Download Standard immediately exports a 480×480 unwatermarked RGBA PNG without login, while clicking Download HD opens a "Log In to Continue" modal (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). | 25 / 30 Explicitly labels exact pixel limits (480×480 vs 1920×1920) directly beneath the two download buttons with zero hidden watermarks. |
| Background & reputation | 25 / 25 Adobe Inc. (NASDAQ: ADBE, creator of Photoshop, Creative Cloud, and Firefly), global authority in digital imaging. | 18 / 20 Developed by AndOr Communications Pvt. Ltd. (New Delhi, India), creator of the globally popular LightX mobile photo editor with tens of millions of downloads. |
| 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. | 11 / 15 Performs HTTPS cloud segmentation and triggers direct local download for Standard resolution without intrusive browser permissions. |
| 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% | 34.6 / 65 Achieves a very high 99.89% foreground recall, but because the free guest export is capped at 480×480 (only 23.4% of the 2048px master width), fine outer hair curls suffer heavy downsampling loss when evaluated against the 2048×2048 Ground-Truth alpha (mad_band = 0.2280, SAD = 50.793k, bg_leak = 1.303%) (34.6/65). |
| 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) | 10 / 20 Delivers a clean, unwatermarked RGBA PNG for free without login, but caps guest resolution at 480×480 (retaining 5.5% of original pixels) (10.0/20). |
| 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) | 12 / 15 Cloud background removal completed in ~5.85s for the 2048×2048 master (12.0/15). |
