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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 | Cutout.pro | Depositphotos | Switch / compare |
|---|---|---|---|
| Background removal | 81/100 2048 × 2048 · PNG | 69/100 2048 × 2048 · PNG | Active task |
| Image upscaling | 87/100 750×750 (PNG · 1.46x Free Preview) · Historical description; output not attached | 81/100 1024×1024 (JPG · 2.0x Unwatermarked) · Historical description; output not attached | |
| Object removal | 73/100 510×510 (No-Login Free PNG); 2048×2048 HD (1 Credit) · Historical description; output not attached | Not tested in topic | Compare in task topic → |
| Image generation | 87/100 1024×1024 (Unwatermarked JPEG, 667KB) · Historical description; output not attached | Not tested in topic | Compare in task topic → |
| Photo restoration | 68/100 JPEG · Output attached | Not tested in topic | Compare in task topic → |
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Browse this task →| Criterion | Cutout.Pro Background removal 81/100 Seven-aspect task score This signed-in run delivered full size for free without a subscription block; hair handling is good, but the login requirement appears late. Tested export 2048 × 2048 · PNG Historical test · 2026-10-16 | DepositPhotos Background Remover Background removal 69/100 Seven-aspect task score You can preview first, but registration is demanded at download; roughly 30 seconds end to end adds friction to getting the result. Tested export 2048 × 2048 · PNG Historical test · 2026-10-16 |
|---|---|---|
| Pricing & rules | ||
| Pricing plans | Web image removal: free, all expanded monthly tiers and packs; API priced separately · 2026-10-20 Plan · source date Monthly / one-time Annual bill / period Quota & limits 2,400 credits2026-10-20 ↗ USD 108/month — Monthly 2,400 credits/month; removal 1 credit/image Rules [1] 5,600 credits2026-10-20 ↗ USD 239/month — Monthly 5,600 credits/month; removal 1 credit/image Rules [1] 10,000 credits2026-10-20 ↗ USD 399/month — Monthly 10,000 credits/month; removal 1 credit/image Rules [1] 15,000 credits2026-10-20 ↗ USD 549/month — Monthly 15,000 credits/month; removal 1 credit/image Rules [1] 25,000 credits2026-10-20 ↗ USD 859/month — Monthly 25,000 credits/month; removal 1 credit/image Rules [1] 50,000 credits2026-10-20 ↗ USD 1,599/month — Monthly 50,000 credits/month; removal 1 credit/image Rules [1] 75,000 credits2026-10-20 ↗ USD 2,299/month — Monthly 75,000 credits/month; removal 1 credit/image Rules [1] 150,000 credits2026-10-20 ↗ USD 4,049/month — Monthly 150,000 credits/month; removal 1 credit/image Rules [1] 250,000 credits2026-10-20 ↗ USD 5,749/month — Monthly 250,000 credits/month; removal 1 credit/image Rules [1] 1,000,000 credits2026-10-20 ↗ USD 20,000/month — Monthly 1,000,000 credits/month; removal 1 credit/image Rules [1] 2,000,000 credits2026-10-20 ↗ USD 34,000/month — Monthly 2,000,000 credits/month; removal 1 credit/image Rules [1] 30 credits2026-10-20 ↗ USD 4.99 · one-time payment Usage / one-time Usage / one-time 30 credits; removal 1 credit/image Rules [2] 300 credits2026-10-20 ↗ USD 39 · one-time payment Usage / one-time Usage / one-time 300 credits; removal 1 credit/image Rules [2] 900 credits2026-10-20 ↗ USD 79 · one-time payment Usage / one-time Usage / one-time 900 credits; removal 1 credit/image Rules [2] 3,000 credits2026-10-20 ↗ USD 199 · one-time payment Usage / one-time Usage / one-time 3,000 credits; removal 1 credit/image Rules [2] 30,000 credits2026-10-20 ↗ USD 1,399 · one-time payment Usage / one-time Usage / one-time 30,000 credits; removal 1 credit/image Rules [2] 5,000,000 credits2026-10-20 ↗ USD 37,500 · one-time payment Usage / one-time Usage / one-time 5,000,000 credits; removal 1 credit/image Rules [2] 25 plan / billing-period records, all listed; — means that period is not recorded. High-volume tiers expanded; removal costs 1 credit/image, other operations differ. Taxes are not stated on the cards. Cancellation, sources & verification recordDowngrade, upgrade or cancel anytime; advertised 14-day money-back guarantee subject to terms. Official plans and usage terms ↗ · 2026-10-20 Capture 1 ↗ | This web background remover; excludes desktop software and stock subscriptions · 2026-10-20 Plan · source date Monthly / one-time Annual bill / period Quota & limits Free web tool2026-10-20 ↗ Free Free Free Officially free background removal with transparent PNG output Inputs up to 30MB; free export size and count not specified 1 plan / billing-period records, all listed; — means that period is not recorded. Inputs up to 30MB; free export size and count not specified Cancellation, sources & verification recordCredit packs remain valid for 1 year; subscriptions can be cancelled anytime in account settings Official plans and usage terms ↗ · 2026-10-20 Capture 1 ↗ |
| Free & trial allowance on the test date | Signed-in accounts on the web background-remover page exported consecutive 2048×2048 images labeled 'Full Image 2048 x 2048, free'; API and other tools bill 1–2 Credits per image | New registered accounts receive free trial download credits, after which Background Remover credit packs apply |
| Cancellation & refunds | Downgrade, upgrade or cancel anytime; advertised 14-day money-back guarantee subject to terms. | Credit packs remain valid for 1 year; subscriptions can be cancelled anytime in account settings |
| Disclosure of costs & limits | Login prompt appears on clicking 'Free Download'; full 2048×2048 resolution is stated right below the button | Account requirement is disclosed only after processing when clicking Download |
| Task quality | ||
| Measured fixture results | Edge error MAD: 0.1118 (Lower is better) · Global error SAD(k): 43.538 (Lower is better) · Foreground retention: 99.740% (Higher is better) · Background residue: 0.082% (Lower is better) | Edge error MAD: 0.1259 (Lower is better) · Global error SAD(k): 59.256 (Lower is better) · Foreground retention: 99.680% (Higher is better) · Background residue: 0.143% (Lower is better) |
| Fixture findings | Full-size output with strong subject retention; fine outer curls have slightly hard edges. | The subject is largely preserved; translucent background halos remain around the curls. |
| Original historical observation | Delivers full 2048×2048 resolution (4.69MB PNG) with mad_band=0.1118, SAD(k)=43.54, bg_leak=0.082%, and 99.74% foreground recall. | Server generates a full 2048×2048 Alpha mask (99.68% foreground recall), though outer curly hair transition bands retain noticeable semi-transparent background halos (mad_band=0.1259, SAD(k)=59.26). |
| Suitable uses · historical assessment | Users who don't mind a one-click Google login in exchange for free 2048×2048 full-resolution PNG exports | Commercial users already in the DepositPhotos / VistaPrint ecosystem who value an explicit 'automatically removed after 7 days' retention policy |
| 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 (Clicking Free Download after one-click Google sign-in directly exports full 2048×2048 PNG) | 2048×2048 (result panel displays 'Image size: 2048 × 2048 px' and S3 delivers a 2048×2048 alpha mask; clicking Download requires account sign-up) |
| Watermark observation | None | None |
| Batch & API | Desktop app and commercial API support batch processing | Single-image web uploader + commercial API Suite |
| 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: 3.25s · End-to-end reference: 6.29s | Network-observed server wait: 3.57s · End-to-end reference: 30.41s |
| 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 | Account required in this test |
| Sign-in methods | Guests can upload & preview; downloading requires Google / Facebook OAuth or email login | Guests can preview only; clicking Download requires creating/logging into an account (Google / Facebook / Email) |
| Manual adjustment | Manual erase / adjustment recorded in the historical flow | Manual erase / adjustment recorded in the historical flow |
| Interaction observations | Guests can upload and preview; clicking 'Free Download' triggers a sign-in modal (-2 pts), after which full-resolution PNG/JPG downloads directly without paywall popups. | Clean upload and preview experience without ad clutter, but blocks guest download at the final step with a mandatory sign-up modal (Google / Facebook / Email). |
| Background & reputation | ||
| Service lifecycle notice | Not verified | Not verified |
| Operator | LibAI Lab / Cutout.Pro (shared infrastructure with PromeAI) | DepositPhotos Inc. (Subsidiary of VistaPrint / Cimpress plc, NASDAQ: CMPR) |
| Recorded origin | Founded in Hangzhou, China / Global Operations | New York, USA (Publicly traded Cimpress group) |
| Domain history record | Launched 2021 | Founded 2009 (17-year track record) |
| Background & reputation assessment | LibAI Lab / Cutout.Pro (visual AI team behind Cutout.Pro & PromeAI, launched 2021) with strong global traffic. | DepositPhotos Inc. (Founded 2009 in New York, top-5 global stock photography marketplace acquired by public company VistaPrint / Cimpress [NASDAQ: CMPR] in 2021). |
| External reputation record | Popular suite for e-commerce, ID photos, and portrait cutouts; offering free full-res 2048×2048 web downloads after login is high value. | Major commercial stock photography platform with strong enterprise compliance. |
| Engineering & privacy | ||
| Processing location | Uploaded for cloud processing | Uploaded for cloud processing |
| Third-party tracking record | Google Analytics · Google Ads Conversion | Google Analytics · Google Ads · Bing Ads · Pinterest Tag · LinkedIn Insight |
| Engineering & privacy assessment | Page explicitly states uploaded files are discarded automatically after 60 minutes; includes Google Ads / Analytics trackers. | Workspace footer explicitly states its retention policy: 'Processed files will be removed automatically after 7 days'; distributes the 2048×2048 mask via AWS S3 (eu-west-1). |
| Retention statement | Claims deletion within 60 minutes; deletion not independently verified | Explicit retention period unconfirmed; inspect policy record |
| Evaluation basis | ||
| Pricing transparency | 32 / 40 Landing headline says 'Free Batch Image Background Remover' without mentioning login upfront, but the result view explicitly states 'Full Image 2048 x 2048, free' and delivers the full 2048×2048 watermark-free PNG (4.69MB) immediately after Google sign-in. | 20 / 40 Landing page headlines 'Free online background remover' without disclosing upfront that an account is required; after processing, the card shows 'Image size: 2048 × 2048 px' and clicking Download triggers a 'To download this image, create an account' modal. |
| Interaction restraint | 16 / 20 Guests can upload and preview; clicking 'Free Download' triggers a sign-in modal (-2 pts), after which full-resolution PNG/JPG downloads directly without paywall popups. | 14 / 20 Clean upload and preview experience without ad clutter, but blocks guest download at the final step with a mandatory sign-up modal (Google / Facebook / Email). |
| Background & reputation | 21 / 25 LibAI Lab / Cutout.Pro (visual AI team behind Cutout.Pro & PromeAI, launched 2021) with strong global traffic. | 24 / 25 DepositPhotos Inc. (Founded 2009 in New York, top-5 global stock photography marketplace acquired by public company VistaPrint / Cimpress [NASDAQ: CMPR] in 2021). |
| Engineering & privacy | 13 / 15 Page explicitly states uploaded files are discarded automatically after 60 minutes; includes Google Ads / Analytics trackers. | 11 / 15 Workspace footer explicitly states its retention policy: 'Processed files will be removed automatically after 7 days'; distributes the 2048×2048 mask via AWS S3 (eu-west-1). |
| Task quality | 46.8 / 65 Transition band error mad_band=0.1118 · Global SAD(k)=43.538 · Foreground recall 99.74% / Background leak 0.082% | 39.2 / 65 Transition band error mad_band=0.1259 · Global SAD(k)=59.256 · Foreground recall 99.68% / Background leak 0.143% |
| Deliverable specifications | 20 / 20 True Alpha channel (8/8); Max deliverable spec: 2048×2048 (Clicking Free Download after one-click Google sign-in directly exports full 2048×2048 PNG) | 20 / 20 True Alpha channel (8/8); Max deliverable spec: 2048×2048 (result panel displays 'Image size: 2048 × 2048 px' and S3 delivers a 2048×2048 alpha mask; clicking Download requires account sign-up) |
| Processing speed | 13 / 15 Network-observed server wait: 3.25s (API mode: async; network upload 1.18s / end-to-end 6.29s shown for reference only, never penalized) | 10 / 15 Network-observed server wait: 3.57s (API mode: async; network upload 14.95s / end-to-end 30.41s shown for reference only, never penalized) |

