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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 | Cleanup.pictures | Switch / compare |
|---|---|---|---|
| Background removal | 77/100 2048 × 2048 · PNG | Not tested in topic | Compare in task topic → |
| 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 | 80/100 720×720 (No Watermark PNG) · Historical description; output not attached | Active task |
| 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 Generative Remove Object removal 89/100 Seven-aspect task score Adobe’s editor delivers full-size watermark-free results within its free allowance and supports further edits; login and generation limits apply. Tested export 2048×2048 (Full-Res Unwatermarked PNG) · Historical description; output not attached Historical test · 2026-10-16 | Cleanup.pictures (Clipdrop / Jasper) Object removal 80/100 Seven-aspect task score Login-free brush editing is simple with upfront size disclosure; signs were removed cleanly, but free output is only 720px and HD needs Pro. Tested export 720×720 (No Watermark PNG) · Historical description; output not attached Historical test · 2026-10-16 |
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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 ↗ | Cleanup.pictures web and cross-platform plans (Free / Pro / ClipDrop Pro / API); USD · 2026-10-21 Plan · source date Monthly / one-time Annual bill / period Quota & limits Free2026-10-21 ↗ Free Free Free Unlimited images without login; export resolution limited to 720p (unwatermarked). Pro Monthly2026-10-21 ↗ USD 5/month — Monthly Unlimited images, unlimited resolution, and high-quality refiner across desktop and mobile (1 user). Pro Annual2026-10-21 ↗ — USD 36/year Annual Billed annually at USD 36/year (USD 3/month equivalent); unlimited images, unlimited resolution, and high-quality refiner. ClipDrop Pro (Cross-sell bundle card)2026-10-21 ↗ Monthly price not verified — Monthly Multi-tool suite including Cleanup, Remove background, Replace background, Uncrop, and Generative fill. Card only displays "11 starting from" and redirects to clipdrop.co/pricing; full monthly/annual checkout breakdown is not listed on this page. 5 plan / billing-period records, all listed; — means that period is not recorded. The official pricing section and FAQ explicitly state Free (USD 0, unlimited images capped at 720p) and Cleanup Pro (USD 5/month or USD 36/year, equivalent to USD 3/month, with unlimited resolution and images). The page also displays a "ClipDrop Pro · 11 starting from" cross-sell card without full billing-period details on this page (see clipdrop.co for standalone ClipDrop pricing), so ClipDrop Pro is marked unverified with partial coverage. Verification has gaps; unknown prices and quotas are not inferred. Cancellation, sources & verification recordManage, pause, or cancel anytime in the "manage subscription" section. Refunds after activation are granted only in rare cases such as technical difficulties or platform incompatibilities (full within 14 days, prorated thereafter). Cleanup.pictures official pricing and FAQ ↗ · 2026-10-21 Capture 1 ↗ |
| Free & trial allowance on the test date | Free Adobe accounts receive daily complimentary generative credits with full-resolution 2048×2048 PNG exports | Unlimited free no-login brushing and 720p watermark-free PNG exports |
| Cancellation & refunds | Self-serve cancellation in Adobe Account (monthly plans cancel anytime; annual billed-monthly plans subject to Adobe terms) | Manage, pause, or cancel anytime in the "manage subscription" section. Refunds after activation are granted only in rare cases such as technical difficulties or platform incompatibilities (full within 14 days, prorated thereafter). |
| Disclosure of costs & limits | Bottom toolbar clearly states daily free generation allowance and top-right Download exports without watermarks | Disclosed upfront upon file selection (comparing 720×720 SD vs 2048×2048 HD) |
| Task quality | ||
| Measured fixture results | Not verified | Not verified |
| Fixture findings | Removed all three signs and generated replacement background; new content may differ from the original scene. | Removed signs promptly after brushing in this test; free output was reduced to 720px. |
| Original historical observation | Adobe Firefly's Generative Remove ('Powered by Photoshop') demonstrates deep scene understanding at full 2048×2048 resolution: it erases all 3 signs completely, organically places a potted succulent inside the wooden counter shelf, and rebuilds sharp book spines and hanging vines. | Cleanup.pictures’ signature release-to-erase workflow removes each sign in ~3.3s with clean background continuation; its only limitation is the upfront 720×720 SD resolution cap on the free tier. |
| Suitable uses · historical assessment | Designers and photographers who need Photoshop-grade generative retouching, native 2048px+ unwatermarked PNG exports, and commercial IP safety | Casual users who want frictionless, unlimited, release-to-erase cleanup for social/web images where 720p suffices |
| Result & output evidence | No native output obtained; the preview does not establish final export quality. | No native output obtained; the preview does not establish final export quality. |
| Delivery capabilities | ||
| Recorded export specifications | 2048×2048 (Full-Res Unwatermarked PNG) · Historical description; output not attached · Check watermark record No native output is attached; check the evidence for specification and watermark claims. | 720×720 (No Watermark PNG) · Historical description; output not attached · Check watermark record No native output is attached; check the evidence for specification and watermark claims. |
| Historical specification note · not an official maximum | 2048×2048 (Full-Res Unwatermarked PNG) | 720×720 (No Watermark PNG) |
| Watermark observation | None (100% watermark-free) | 100% Watermark-Free |
| Batch & API | Supports additive/subtractive brush selection, one-click Skin Cleanup, and version history | Supports iterative multi-stroke brushing and Clipdrop API integration |
| Recorded free-tier dimensions | Not verified | Not verified |
| Attached file dimensions | Not verified | Not verified |
| Speed & reliability | ||
| Timing observation | Network-observed server wait: 11.8s · End-to-end reference: 13.2s | Network-observed server wait: 3.33s · End-to-end reference: 10s |
| Date & fixture | 2026-10-16 · anchor_inpaint_v1 · US-West (California, AS2914) | 2026-10-16 · anchor_inpaint_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 | Free Adobe account sign-in via Google, Apple, Facebook, or email | No login required; Pro subscribers can sign in via Email/Google |
| Manual adjustment | Manual erase / adjustment recorded in the historical flow | Manual erase / adjustment recorded in the historical flow |
| Interaction observations | Unified Firefly Image Editor ('Powered by Photoshop') integrates Retouch & Remove, Generative Fill, Upscale, and Remove Background in one clean workspace with zero popup ads or credit-card gates. | Focused single-page canvas: drag-and-drop to upload, release mouse to erase, toggle original preview, and click Download for an unwatermarked PNG (03_download.png). |
| Background & reputation | ||
| Service lifecycle notice | Not verified | Not verified |
| Operator | Adobe Inc. (NASDAQ: ADBE) | Init ML / Clipdrop (Jasper AI Inc.) |
| Recorded origin | San Jose, California, USA | Paris, France / San Francisco, USA |
| Domain history record | Founded 1982 (Creator of Photoshop and Adobe Firefly) | 2021–Present |
| Background & reputation assessment | Official Adobe Inc. (NASDAQ: ADBE) Firefly Generative Remove engine trained on licensed Adobe Stock with C2PA Content Credentials support. | Built by Paris-based Init ML (the founding team behind Clipdrop, later acquired by Stability AI and Jasper AI). |
| External reputation record | Not verified | Not verified |
| Engineering & privacy | ||
| Processing location | Uploaded for cloud processing | Uploaded for cloud processing |
| Third-party tracking record | Not verified | Not verified |
| Engineering & privacy assessment | Supports up to 100MB uploads without client pre-downscaling, delivering native 2048×2048 full-resolution unwatermarked PNGs. | Calls Google Cloud Functions (cleanup_proxy) to run LaMa/generative inpainting in 3.33s per stroke (10.0s total across 3 strokes). |
| Retention statement | Explicit retention period unconfirmed; inspect policy record | Explicit retention period unconfirmed; inspect policy record |
| Evaluation basis | ||
| Pricing transparency | 28 / 35 Landing page accepts direct uploads up to 100MB (01_landing.png) and opens the unified Firefly Image Editor after free Adobe sign-in; bottom bar clearly indicates daily free generations (02_workspace.png) and exports a native 2048×2048 unwatermarked PNG (Firefly.png, 03_download.png). | 29 / 35 Immediately upon uploading the 2048×2048 original, an upfront resolution modal (04_sd_downscale_modal.png) transparently discloses that the free tier processes at 720×720 SD with free unwatermarked export while 2048×2048 HD requires Pro—zero post-interaction ambush. |
| Interaction restraint | 26 / 30 Unified Firefly Image Editor ('Powered by Photoshop') integrates Retouch & Remove, Generative Fill, Upscale, and Remove Background in one clean workspace with zero popup ads or credit-card gates. | 27 / 30 Focused single-page canvas: drag-and-drop to upload, release mouse to erase, toggle original preview, and click Download for an unwatermarked PNG (03_download.png). |
| Background & reputation | 20 / 20 Official Adobe Inc. (NASDAQ: ADBE) Firefly Generative Remove engine trained on licensed Adobe Stock with C2PA Content Credentials support. | 19 / 20 Built by Paris-based Init ML (the founding team behind Clipdrop, later acquired by Stability AI and Jasper AI). |
| Engineering & privacy | 14 / 15 Supports up to 100MB uploads without client pre-downscaling, delivering native 2048×2048 full-resolution unwatermarked PNGs. | 14 / 15 Calls Google Cloud Functions (cleanup_proxy) to run LaMa/generative inpainting in 3.33s per stroke (10.0s total across 3 strokes). |
| Task quality | 57.8 / 65 Masked GT Reconstruction (26.8/30: structural PSNR=15.95dB · SSIM=0.5375 with strong semantic object synthesis) · Unmasked Fidelity (17.0/20: native 2048px output) · Texture Continuity (14.0/15: Photoshop-grade commercial finish on wood grain, book spines, and potted plants) | 50 / 65 Occluded Region GT Restoration (23.5/30: structural PSNR=15.63dB · SSIM=0.4317) · Unmasked Preservation (15.5/20: unmasked_psnr=23.94dB, capped by 720px SD downscaling) · Texture Coherence & Zero Ghosting (11.0/15: all 3 signs 100% erased with clean edges) |
| Deliverable specifications | 20 / 20 Exports native 2048×2048 full-resolution unwatermarked PNG for free (20/20) | 13 / 20 Free no-login 720×720 watermark-free PNG export (13/20) with upfront client pre-downscale disclosure |
| Processing speed | 11.5 / 15 Firefly Generative Remove cloud 2048×2048 3-zone inpainting completes in ~11.8s | |
