Cutout.pro
Multi-capability online workspace by LibAI Lab / Cutout.Pro (shared infrastructure with PromeAI) (5 benchmarked capabilities: Image generation, Image upscaling, Background removal, Object removal, Photo restoration)
Product node overview & trust baseline
Operator provenance, privacy baseline and site-wide pricing belong directly to the product node and are inherited across linked task edgesCutout.pro, operated by LibAI Lab / Cutout.Pro (shared infrastructure with PromeAI) (Founded in Hangzhou, China / Global Operations) under a "Subscription + credits" model, has 5 published task assessments on RealTest (Image generation 87/100, Image upscaling 87/100, Background removal 81/100, Object removal 73/100, Photo restoration 68/100). In image generation, clear models and credit costs accompany good text, counts and hands without watermarks; login is required, starter credits cover one image, and stated retention is 30 days. In image upscaling, quality and fidelity modes accompany clear free and paid sizes; free output is only 750px, while full 2× output costs two credits.
Founded in Hangzhou, China / Global Operations · Launched 2021
Provenance baseline: 16.8/20 · LibAI Lab / Cutout.Pro (visual AI team behind Cutout.Pro & PromeAI, launched 2021) with strong global traffic.
High-volume tiers expanded; removal costs 1 credit/image, other operations differ. Taxes are not stated on the cards.
Pricing transparency baseline: 28/35 · Cancellation: Downgrade, upgrade or cancel anytime; advertised 14-day money-back guarantee subject to terms.
Explicitly states uploaded and output files are automatically discarded after 60 minutes
Google Analytics · Google Ads Conversion
Product-level pricing & rules baseline
Verified plans, billing periods and cancellation terms owned by this product node; task-specific credit costs and free export limits are detailed per capability edge belowWeb image removal: free, all expanded monthly tiers and packs; API priced separately · 2026-10-20
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 record
Downgrade, upgrade or cancel anytime; advertised 14-day money-back guarantee subject to terms.
Official plans and usage terms ↗ · 2026-10-20 Capture 1 ↗
Archived official pricing sources: Official plans and usage terms (2026-10-20) [text snapshot ↗]
Capability map & linked task edges
Whenever a capability passes fixed-fixture testing, an edge is automatically linked between this product node and the task topic for horizontal comparison.
| Linked task edge | Score | Assessment · historical test | Test scope & delivery | Inspect capability / follow edge |
|---|---|---|---|---|
| Background removal | 81/100 | This signed-in run delivered full size for free without a subscription block; hair handling is good, but the login requirement appears late. | 2048 × 2048 · PNG Historical test · 2026-10-16 Signed-in flow; paid tier not standardized · Curly-haired portrait · Output attached | |
| Photo restoration | 68/100 | Sharpens blurry portraits in 6.06s (22.23 dB PSNR) with login-free 750×750 watermark-free export (1024px costs 1 credit), but does not heal creases. | JPEG · Output attached Historical test · 2026-10-26 Guest flow · Degraded blurry & scratched portrait fixture (1024×1024) · Output attached | |
| Image generation | 87/100 | Clear models and credit costs accompany good text, counts and hands without watermarks; login is required, starter credits cover one image, and stated retention is 30 days. | 1024×1024 (Unwatermarked JPEG, 667KB) · Historical description; output not attached Historical test · 2026-10-16 Signed-in flow; paid tier not standardized · Fixed English prompt · Historical page record; output not attached | |
| Object removal | 73/100 | Login-free side-by-side comparison clearly labels free and HD credit tiers; free output is only 510px with soft repairs, while full size costs credits. | 510×510 (No-Login Free PNG); 2048×2048 HD (1 Credit) · Historical description; output not attached Historical test · 2026-10-16 Guest flow · Fixed occlusion fixture · Historical page record; output not attached | |
| Image upscaling | 87/100 | Quality and fidelity modes accompany clear free and paid sizes; free output is only 750px, while full 2× output costs two credits. | 750×750 (PNG · 1.46x Free Preview) · Historical description; output not attached Historical test · 2026-10-16 Guest flow · Fixed low-resolution fixture · Historical page record; output not attached |
Discovered product capabilities (pending fixture test / edge incubation)
Recorded capability · Not yet scoredThese capabilities have been identified on the product but have not yet undergone fixed-fixture testing. When an emerging capability co-occurs across multiple products, it incubates a new task edge.
Normalized from official "Background Diffusion" into the AI product background candidate edge
Tested task edges (with scores and native artifacts) are strictly separated from discovered untested capabilities (unscored).
Peer product comparison across shared task edges
Matched by overlapping tested task edges; compare site-wide billing models alongside per-task benchmark scoresThe official pricing page and credit table state that guests get 5 free runs and registered Free accounts receive 10 one-time Nero Credits (Standard/Photo/Anime 2× costs 1 credit/image, 4× costs 2 credits/image, paid-only 8× costs 4 credits/image). Standard monthly is USD 21.95/month promotional (regular USD 24.99/month, 300 credits/month). The yearly promo banner displays only "7.66 USD per month" (3,000 credits/year) without printing the annual invoice total before login, so the annual total is marked unverified.
- Background removal:Cutout.pro 81/100 vs Nero AI 80/100
- Photo restoration:Cutout.pro 68/100 vs Nero AI 79/100
- Image generation:Cutout.pro 87/100 vs Nero AI 91/100
- Object removal:Cutout.pro 73/100 vs Nero AI 77/100
- Image upscaling:Cutout.pro 87/100 vs Nero AI 84/100
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.
- Background removal:Cutout.pro 81/100 vs PicWish 83/100
- Photo restoration:Cutout.pro 68/100 vs PicWish 56/100
- Image generation:Cutout.pro 87/100 vs PicWish 85/100
- Object removal:Cutout.pro 73/100 vs PicWish 84/100
- Image upscaling:Cutout.pro 87/100 vs PicWish 82/100
The feature FAQ confirms watermark-free transparent PNG/blurred-background downloads with a free account; replacing with a new background allows one free download per day, while premium backgrounds require a subscription. The pricing table says Limited without quantifying daily transparent-PNG limits. General AI credits or the one-daily replacement limit are not applied to transparent cutouts.
- Background removal:Cutout.pro 81/100 vs MyEdit 67/100
- Photo restoration:Cutout.pro 68/100 vs MyEdit 54/100
- Image generation:Cutout.pro 87/100 vs MyEdit 88/100
- Object removal:Cutout.pro 73/100 vs MyEdit 57/100
- Image upscaling:Cutout.pro 87/100 vs MyEdit 67/100
All four annual charges were confirmed at checkout. Ultra $239.90/year and Ultra MAX $479.90/year differ from rounded monthly equivalents multiplied by 12. The feature FAQ advertises free removal and batch ZIP export without quantifying free counts/limits. Removal credit conversion and top-up expiry are not separately stated in reviewed pages. Tax depends on billing address.
- Background removal:Cutout.pro 81/100 vs Pixlr 68/100
- Photo restoration:Cutout.pro 68/100 vs Pixlr 69/100
- Image generation:Cutout.pro 87/100 vs Pixlr 92/100
- Object removal:Cutout.pro 73/100 vs Pixlr 90/100
- Image upscaling:Cutout.pro 87/100 vs Pixlr 88/100
Linked capability test: Background removal
2026-10-16 · Native output attached. Findings cover the recorded fixture and conditions; paid specifications may be untested.
Task quality
Full-size output with strong subject retention; fine outer curls have slightly hard edges.
Detailed facts & historical record
- 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)
- Fixture findings
Full-size output with strong subject retention; fine outer curls have slightly hard edges.
- 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.
- Suitable uses · historical assessment
Users who don't mind a one-click Google login in exchange for free 2048×2048 full-resolution PNG exports
- Result & output evidence
Delivery capabilities
2048 × 2048 · PNG · No watermark in test
Detailed facts & historical record
- Recorded export specifications
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)
- Watermark observation
None
- Batch & API
Desktop app and commercial API support batch processing
- Recorded free-tier dimensions
2048 × 2048
- Attached file dimensions
2048 × 2048 · PNG
Speed & reliability
About 6.29s end to end in this run; reliability not retested
Detailed facts & historical record
- Timing observation
Network-observed server wait: 3.25s · End-to-end reference: 6.29s
- Date & fixture
2026-10-16 · anchor_bgremove_v1 · US-West (California, AS2914)
- Repeated tests & reliability
No standardized repetition count, success rate or variability range is recorded.
Interaction experience
Login required in this run; manual adjustment recorded
Detailed facts & historical record
- Account requirements
Account required in this test
- Sign-in methods
Guests can upload & preview; downloading requires Google / Facebook OAuth or email login
- Manual adjustment
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.
Background & reputation
LibAI Lab / Cutout.Pro (shared infrastructure with PromeAI) · Long-term reputation not independently verified
Detailed facts & historical record
- Service lifecycle notice
Not verified
- Operator
LibAI Lab / Cutout.Pro (shared infrastructure with PromeAI)
- Recorded origin
Founded in Hangzhou, China / Global Operations
- Domain history record
Launched 2021
- Background & reputation assessment
LibAI Lab / Cutout.Pro (visual AI team behind Cutout.Pro & PromeAI, launched 2021) with strong global traffic.
- 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.
Engineering & privacy
Uploaded for cloud processing;Claims deletion within 60 minutes; deletion not independently verified
Detailed facts & historical record
- Processing location
Uploaded for cloud processing
- Third-party tracking record
Google Analytics · Google Ads Conversion
- Engineering & privacy assessment
Page explicitly states uploaded files are discarded automatically after 60 minutes; includes Google Ads / Analytics trackers.
- Retention statement
Claims deletion within 60 minutes; deletion not independently verified
Task free allowance & pricing disclosure
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
Login prompt appears on clicking 'Free Download'; full 2048×2048 resolution is stated right below the button
Site-wide plans belong to the product node (see Product-level pricing baseline ↑).
Expand site-wide plans aligned for Background removal (25 records)
Web image removal: free, all expanded monthly tiers and packs; API priced separately · 2026-10-20
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 record
Downgrade, upgrade or cancel anytime; advertised 14-day money-back guarantee subject to terms.
Official plans and usage terms ↗ · 2026-10-20 Capture 1 ↗
Evaluation basis & full scores · Overall 80.5/100
Overall = honesty & reputation × 30% + capability × 70%. Component maxima follow this report’s rubric. List scores are rounded for display; original precision is retained here.
Scoring version 2.3.1 · Test fixture anchor_bgremove_v1
Honesty & reputation · 82/100 · 30%
| Criterion | Score | Rationale | 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. | Evidence A → |
| 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. | Evidence A → |
| Background & reputation | 21 / 25 | LibAI Lab / Cutout.Pro (visual AI team behind Cutout.Pro & PromeAI, launched 2021) with strong global traffic. | Evidence C → |
| Engineering & privacy | 13 / 15 | Page explicitly states uploaded files are discarded automatically after 60 minutes; includes Google Ads / Analytics trackers. | Evidence B → |
Capability · 79.8/100 · 70%
| Criterion | Score | Rationale | Basis |
|---|---|---|---|
| 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% | Evidence A → |
| 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) | Evidence A → |
| 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) | Evidence A → |
Legacy scores may include advertised maximum capabilities. Read tested output separately from paid capabilities. Records without matching tiers and scope are not ranked together.
Linked capability test: Photo restoration
2026-10-26 · Native output attached. Findings cover the recorded fixture and conditions; paid specifications may be untested.
Task quality
Global PSNR 22.23 dB · SSIM 0.8224 · Scratch repair PSNR 6.22 dB
Detailed facts & historical record
- Measured fixture results
Global PSNR: 22.23 dB · SSIM: 0.8224 · Scratch repair PSNR: 6.22 dB
- Fixture findings
Improves portrait and background sharpness (22.23 dB PSNR, 0.5222 edge correlation) while leaving the 5 synthetic creases unhealed (6.22 dB scratch PSNR).
- Original historical observation
Cutout.Pro noticeably denoises and sharpens the eyes, lips, and bookshelf background (global PSNR = 22.23 dB, SSIM = 0.8224, edge_corr = 0.5222), but does not inpaint the 5 white creases (scratch_psnr = 6.22 dB) (result.png, download.png).
- Suitable uses · historical assessment
Sharpens blurry portraits in 6.06s without login (22.23 dB global PSNR, 0.5222 edge correlation) with direct 750×750 watermark-free JPEG export, though it performs deblurring only and does not automatically inpaint creases (6.22 dB scratch PSNR).
- Result & output evidence
Delivery capabilities
JPEG · Output attached · No watermark in test
Detailed facts & historical record
- Recorded export specifications
JPEG · Output attached · No watermark in test
- Historical specification note · not an official maximum
750×750 (0.73× free watermark-free preview · 115.3 KB; 1024×1024 HD costs 1 Credit)
- Watermark observation
Watermark-free
- Batch & API
Offers commercial REST APIs and desktop/mobile batch tools
- Recorded free-tier dimensions
750 × 750
- Attached file dimensions
Not verified
Speed & reliability
About 7.51s end to end in this run; reliability not retested
Detailed facts & historical record
- Timing observation
Network-observed server wait: 6.06s · End-to-end reference: 7.51s
- Date & fixture
2026-10-26 · anchor_restore_v1 · US-West (California, AS2914)
- Repeated tests & reliability
No standardized repetition count, success rate or variability range is recorded.
Interaction experience
No login in this run
Detailed facts & historical record
- Account requirements
No login in this test
- Sign-in methods
Login-free direct upload and 750×750 export (optional Google / Facebook / email login)
- Manual adjustment
Not verified
- Interaction observations
Clean workspace with side-by-side comparison and direct free-tier download without popup ad traps.
Background & reputation
LibAI Lab / Cutout.Pro (shared infrastructure with PromeAI) · Long-term reputation not independently verified
Detailed facts & historical record
- Service lifecycle notice
Not verified
- Operator
LibAI Lab / Cutout.Pro (shared infrastructure with PromeAI)
- Recorded origin
Founded in Hangzhou, China / Global Operations
- Domain history record
Launched 2021
- Background & reputation assessment
Operated by LibAI / Cutout.Pro, a widely adopted visual AI platform with web apps and commercial APIs.
- External reputation record
Not verified
Engineering & privacy
Uploaded for cloud processing;Explicit retention period unconfirmed; inspect policy record
Detailed facts & historical record
- Processing location
Uploaded for cloud processing
- Third-party tracking record
Google Analytics · Google Ads Conversion
- Engineering & privacy assessment
Completes cloud enhancement in 6.06s and serves temporary outputs over signed CDN links.
- Retention statement
Explicit retention period unconfirmed; inspect policy record
Task free allowance & pricing disclosure
Unlimited guest 750×750 watermark-free downloads; new accounts receive 5 free credits for full-resolution exports
Displays exact pixel dimensions for Free Download (750 × 750) vs. HD Download (1024 × 1024) upfront
Site-wide plans belong to the product node (see Product-level pricing baseline ↑).
Expand site-wide plans aligned for Photo restoration (25 records)
Web image removal: free, all expanded monthly tiers and packs; API priced separately · 2026-10-20
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 record
Downgrade, upgrade or cancel anytime; advertised 14-day money-back guarantee subject to terms.
Official plans and usage terms ↗ · 2026-10-20 Capture 1 ↗
Evaluation basis & full scores · Overall 68.1/100
Overall = honesty & reputation × 30% + capability × 70%. Component maxima follow this report’s rubric. List scores are rounded for display; original precision is retained here.
Scoring version 2.3.1 · Test fixture anchor_restore_v1
Honesty & reputation · 84.5/100 · 30%
| Criterion | Score | Rationale | Basis |
|---|---|---|---|
| Pricing transparency | 28 / 35 | Automatically processes guest uploads and clearly lists "Free Download (750 × 750 · JPG)" alongside "HD Download (1024 × 1024 · 1 Credit)", exporting a 750×750 watermark-free JPEG directly without login (landing.png, result.png, download.png). | Evidence A → |
| Interaction restraint | 26 / 30 | Clean workspace with side-by-side comparison and direct free-tier download without popup ad traps. | Evidence A → |
| Background & reputation | 17.5 / 20 | Operated by LibAI / Cutout.Pro, a widely adopted visual AI platform with web apps and commercial APIs. | Evidence A → |
| Engineering & privacy | 13 / 15 | Completes cloud enhancement in 6.06s and serves temporary outputs over signed CDN links. | Evidence A → |
Capability · 61/100 · 70%
| Criterion | Score | Rationale | Basis |
|---|---|---|---|
| Task quality | 34 / 65 | Deterministic inspection on our 1024×1024 degraded portrait anchor (anchor_restore_v1): exports 750×750 (0.73×), scratch-mask PSNR = 6.22 dB (vs. 6.02 dB degraded baseline), portrait face ROI PSNR = 22.19 dB, global PSNR = 22.23 dB, SSIM = 0.8224, edge gradient correlation = 0.5222, high-frequency ratio = 0.5123 (34.0/65) | Evidence A → |
| Deliverable specifications | 14 / 20 | Exports a 750×750 watermark-free JPEG (115,342 bytes, 0.73× linear scale) without login; full 1024×1024 resolution requires 1 credit (14.0/20) | Evidence A → |
| Processing speed | 13 / 15 | Cloud portrait deblurring and sharpening completes in 6.06s server wait (13.0/15) | Evidence A → |
Legacy scores may include advertised maximum capabilities. Read tested output separately from paid capabilities. Records without matching tiers and scope are not ranked together.
Linked capability test: Image generation
2026-10-16 · No native output attached. Page evidence alone cannot establish export specifications or file validity.
Task quality
Text, object counts and hand constraints matched this prompt; consistency across other prompts is untested.
Detailed facts & historical record
- Measured fixture results
Not verified
- Fixture findings
Text, object counts and hand constraints matched this prompt; consistency across other prompts is untested.
- Original historical observation
Achieved a perfect 65.0/65 constraint quality score thanks to defaulting to GPT Image 2 (1K), sharply outperforming its own 500×500 preview-capped Background Remover (72.9).
- Suitable uses · historical assessment
Users who want a free trial of OpenAI's flagship GPT Image 2 model with 100% 5-constraint accuracy (65.0/65 perfect score)
- Result & output evidence
No native output obtained; the preview does not establish final export quality.
Delivery capabilities
1024×1024 (Unwatermarked JPEG, 667KB) · Historical description; output not attached · Check watermark record
Detailed facts & historical record
- Recorded export specifications
1024×1024 (Unwatermarked JPEG, 667KB) · 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
1024×1024 (Unwatermarked JPEG · GPT Image 2)
- Watermark observation
Zero watermark (clean 1024×1024 export)
- Batch & API
Supports multiple top models (GPT Image 2, Nano Banana, Flux) and commercial API
- Recorded free-tier dimensions
Not verified
- Attached file dimensions
Not verified
Speed & reliability
About 26.2s end to end in this run; reliability not retested
Detailed facts & historical record
- Timing observation
Network-observed server wait: 24.5s · End-to-end reference: 26.2s
- Date & fixture
2026-10-16 · anchor_t2i_v1 · US-West (California, AS2914)
- Repeated tests & reliability
No standardized repetition count, success rate or variability range is recorded.
Interaction experience
Login required in this run
Detailed facts & historical record
- Account requirements
Account required in this test
- Sign-in methods
Free Google / Facebook / Email login (grants 5 initial credits)
- Manual adjustment
Not verified
- Interaction observations
Clean workspace without deceptive fake progress bars or watermark traps; upfront credit cost (3 credits) is clearly labeled on the CTA button.
Background & reputation
LibAI Tech Limited (Cutout.Pro) · Long-term reputation not independently verified
Detailed facts & historical record
- Service lifecycle notice
Not verified
- Operator
LibAI Tech Limited (Cutout.Pro)
- Recorded origin
Hong Kong
- Domain history record
2018–present
- Background & reputation assessment
Operated by LibAI Tech Ltd. (Cutout.Pro, Hong Kong, founded 2018), a specialized visual AI platform.
- External reputation record
Not verified
Engineering & privacy
Uploaded for cloud processing;Explicit retention period unconfirmed; inspect policy record
Detailed facts & historical record
- Processing location
Uploaded for cloud processing
- Third-party tracking record
Not verified
- Engineering & privacy assessment
Calls GPT Image 2 backend asynchronously (24.5s server inference) and delivers a direct 1024×1024 unwatermarked download.
- Retention statement
Explicit retention period unconfirmed; inspect policy record
Task free allowance & pricing disclosure
5 free credits on new account signup; default GPT Image 2 (1K) model costs 3 credits per image (1 free generation)
Upfront credit cost ("Generate (3)") shown directly on the primary button
Site-wide plans belong to the product node (see Product-level pricing baseline ↑).
Expand site-wide plans aligned for Image generation (25 records)
Web image removal: free, all expanded monthly tiers and packs; API priced separately · 2026-10-20
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 record
Downgrade, upgrade or cancel anytime; advertised 14-day money-back guarantee subject to terms.
Official plans and usage terms ↗ · 2026-10-20 Capture 1 ↗
Evaluation basis & full scores · Overall 87.4/100
Overall = honesty & reputation × 30% + capability × 70%. Component maxima follow this report’s rubric. List scores are rounded for display; original precision is retained here.
Scoring version 2.3.1 · Test fixture anchor_t2i_v1
Honesty & reputation · 79/100 · 30%
| Criterion | Score | Rationale | Basis |
|---|---|---|---|
| Pricing transparency | 25 / 35 | Landing page (01_landing.png) explicitly displays the default model "Gpt Image 2 · 1K · 1:1" and button "Generate (3)" (3 credits); free Google registration grants 5 free credits, enough to generate and download 1 full 1024×1024 unwatermarked image. | Evidence A → |
| Interaction restraint | 24 / 30 | Clean workspace without deceptive fake progress bars or watermark traps; upfront credit cost (3 credits) is clearly labeled on the CTA button. | Evidence A → |
| Background & reputation | 17 / 20 | Operated by LibAI Tech Ltd. (Cutout.Pro, Hong Kong, founded 2018), a specialized visual AI platform. | Evidence C → |
| Engineering & privacy | 13 / 15 | Calls GPT Image 2 backend asynchronously (24.5s server inference) and delivers a direct 1024×1024 unwatermarked download. | Evidence A → |
Capability · 91/100 · 70%
| Criterion | Score | Rationale | Basis |
|---|---|---|---|
| Task quality | 65 / 65 | Text Rendering (25/25: Flawless single-line stencil "REALTEST 2026" centered on the wooden sign with natural woodgrain texture (25/25)) · Count & Color Binding (20/20: Strictly 3 red apples on the left + 2 dark-blue ceramic mugs on the right on a dark oak table (20/20)) · 5-Finger Hand & Structure (20/20: Both brass robotic hands exhibit 4 articulated fingers + 1 thumb = 5 distinct mechanical digits with realistic metallic patina (20/20)) | Evidence B → |
| Deliverable specifications | 20 / 20 | Clean unwatermarked export (8/8); Export & Max deliverable spec: 1024×1024 (Unwatermarked JPEG · GPT Image 2) | Evidence B → |
| Processing speed | 6 / 15 | Network-observed server wait: 24.5s (API mode: async_poll; end-to-end 26.2s shown for reference only, never penalized) | Evidence B → |
Legacy scores may include advertised maximum capabilities. Read tested output separately from paid capabilities. Records without matching tiers and scope are not ranked together.
Linked capability test: Object removal
2026-10-16 · No native output attached. Page evidence alone cannot establish export specifications or file validity.
Task quality
Removed signs with side-by-side preview; free output was 510px and full size required credits.
Detailed facts & historical record
- Measured fixture results
Not verified
- Fixture findings
Removed signs with side-by-side preview; free output was 510px and full size required credits.
- Original historical observation
Cutout.Pro’s Smear repair modal responds in just 2.53s per stroke, cleanly erasing all 3 signs in a side-by-side Original vs Result view; guest export is 510×510 unwatermarked while full 2048×2048 HD costs 1 credit.
- Suitable uses · historical assessment
E-commerce sellers already using Cutout.Pro’s credit ecosystem for cutout and upscaling
- Result & output evidence
No native output obtained; the preview does not establish final export quality.
Delivery capabilities
510×510 (No-Login Free PNG); 2048×2048 HD (1 Credit) · Historical description; output not attached · Check watermark record
Detailed facts & historical record
- Recorded export specifications
510×510 (No-Login Free PNG); 2048×2048 HD (1 Credit) · 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
510×510 (No-Login Free PNG); 2048×2048 HD (1 Credit)
- Watermark observation
100% Watermark-Free
- Batch & API
Enterprise Image Retouch API and desktop batch app available
- Recorded free-tier dimensions
Not verified
- Attached file dimensions
Not verified
Speed & reliability
About 7.59s end to end in this run; reliability not retested
Detailed facts & historical record
- Timing observation
Network-observed server wait: 2.53s · End-to-end reference: 7.59s
- Date & fixture
2026-10-16 · anchor_inpaint_v1 · US-West (California, AS2914)
- Repeated tests & reliability
No standardized repetition count, success rate or variability range is recorded.
Interaction experience
No login in this run
Detailed facts & historical record
- Account requirements
No login in this test
- Sign-in methods
No login required for interactive repair and 510p unwatermarked download; Google / Facebook / Email signup grants 5 free credits
- Manual adjustment
Not verified
- Interaction observations
Side-by-side Original vs Result comparison view with both Smear and Tick repair modes.
Background & reputation
LibAI Tech / Cutout.Pro · Long-term reputation not independently verified
Detailed facts & historical record
- Service lifecycle notice
Not verified
- Operator
LibAI Tech / Cutout.Pro
- Recorded origin
Hong Kong (Global SaaS)
- Domain history record
2021–Present
- Background & reputation assessment
Established cross-border AI visual platform Cutout.Pro (LibAI Tech).
- External reputation record
Not verified
Engineering & privacy
Uploaded for cloud processing;Explicit retention period unconfirmed; inspect policy record
Detailed facts & historical record
- Processing location
Uploaded for cloud processing
- Third-party tracking record
Not verified
- Engineering & privacy assessment
Synchronous cloud inference via restapi.cutout.pro/webMatting/predict averaging just 2.53s per stroke (7.59s across 3 strokes).
- Retention statement
Explicit retention period unconfirmed; inspect policy record
Task free allowance & pricing disclosure
Unlimited 510p unwatermarked guest downloads; 5 free credits upon signup (good for 5 full 2048×2048 HD downloads)
Button explicitly states "Download HD · Full Image 2048 x 2048, 1 credit"
Site-wide plans belong to the product node (see Product-level pricing baseline ↑).
Expand site-wide plans aligned for Object removal (25 records)
Web image removal: free, all expanded monthly tiers and packs; API priced separately · 2026-10-20
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 record
Downgrade, upgrade or cancel anytime; advertised 14-day money-back guarantee subject to terms.
Official plans and usage terms ↗ · 2026-10-20 Capture 1 ↗
Evaluation basis & full scores · Overall 73.3/100
Overall = honesty & reputation × 30% + capability × 70%. Component maxima follow this report’s rubric. List scores are rounded for display; original precision is retained here.
Scoring version 2.3.1 · Test fixture anchor_inpaint_v1
Honesty & reputation · 82/100 · 30%
| Criterion | Score | Rationale | Basis |
|---|---|---|---|
| Pricing transparency | 25 / 35 | Guests can upload the original image without login and brush over all 3 signs using the blue Smear brush (02_workspace.png); the result view provides a free unwatermarked preview download (510×510) and clearly labels "Download HD · Full Image 2048 x 2048, 1 credit" (new accounts receive 5 free signup credits, 03_download.png). | Evidence A → |
| Interaction restraint | 25 / 30 | Side-by-side Original vs Result comparison view with both Smear and Tick repair modes. | Evidence A → |
| Background & reputation | 18 / 20 | Established cross-border AI visual platform Cutout.Pro (LibAI Tech). | Evidence C → |
| Engineering & privacy | 14 / 15 | Synchronous cloud inference via restapi.cutout.pro/webMatting/predict averaging just 2.53s per stroke (7.59s across 3 strokes). | Evidence A → |
Capability · 69.5/100 · 70%
| Criterion | Score | Rationale | Basis |
|---|---|---|---|
| Task quality | 45.5 / 65 | Occluded Region GT Restoration (21.5/30: structural PSNR=14.87dB · SSIM=0.3236) · Unmasked Preservation (14.5/20: unmasked_psnr=23.55dB, free preview capped at 510×510) · Texture Coherence (9.5/15: all 3 signs erased, though inpainted texture is relatively smooth) | Evidence B → |
| Deliverable specifications | 10 / 20 | Free no-login 510×510 watermark-free PNG export (10/20); 5 free signup credits unlock 5 full-res 2048×2048 HD downloads | Evidence B → |
| Processing speed | 14 / 15 | 2.53s per brush stroke (7.59s total across 3 signs) | Evidence B → |
Legacy scores may include advertised maximum capabilities. Read tested output separately from paid capabilities. Records without matching tiers and scope are not ranked together.
Linked capability test: Image upscaling
2026-10-16 · No native output attached. Page evidence alone cannot establish export specifications or file validity.
Task quality
Tested scale 1.46×; historical record only
Detailed facts & historical record
- Measured fixture results
Tested scale: 1.46×
- Fixture findings
Texture was retained in this fixture; free output was only 750px, about 1.46× enlargement.
- Original historical observation
PSNR=27.61dB (#1 highest pixel PSNR overall) · SSIM=0.8955 (#1 highest structural similarity overall); Edge gradient correlation edge_corr=0.6353 (#3 overall, +6.97% over Bicubic); hf_ratio=0.4482 (constrained by the free tier's 750×750 1.46x resolution cap); Calibration plate PSNR=16.01dB (#2 overall): exceptional fidelity with zero hallucinated artifacts on the wood sign or grating.
- Suitable uses · historical assessment
Users prioritizing top pixel fidelity (highest PSNR/SSIM) who are satisfied with 750px free previews or willing to spend credits for 1024px HD
- Result & output evidence
No native output obtained; the preview does not establish final export quality.
Delivery capabilities
750×750 (PNG · 1.46x Free Preview) · Historical description; output not attached · Check watermark record
Detailed facts & historical record
- Recorded export specifications
750×750 (PNG · 1.46x Free Preview) · 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
750×750 (PNG · 1.46x Free Preview)
- Watermark observation
No watermark
- Batch & API
Offers Windows/Mac desktop batch app and REST API
- Recorded free-tier dimensions
Not verified
- Attached file dimensions
Not verified
Speed & reliability
About 3.94s end to end in this run; reliability not retested
Detailed facts & historical record
- Timing observation
Network-observed server wait: 2.65s · End-to-end reference: 3.94s
- Date & fixture
2026-10-16 · anchor_upscale_v1 · US-West (California, AS2914)
- Repeated tests & reliability
No standardized repetition count, success rate or variability range is recorded.
Interaction experience
No login in this run
Detailed facts & historical record
- Account requirements
No login in this test
- Sign-in methods
No login required for 750×750 preview download; 1024×1024 HD requires login and 2 credits
- Manual adjustment
Not verified
- Interaction observations
Provides Quality vs Fidelity mode toggles with zero popup ads.
Background & reputation
LibAI Tech Co., Ltd. (Cutout.pro) · Long-term reputation not independently verified
Detailed facts & historical record
- Service lifecycle notice
Not verified
- Operator
LibAI Tech Co., Ltd. (Cutout.pro)
- Recorded origin
Hong Kong
- Domain history record
2018–Present
- Background & reputation assessment
Core visual AI product by LibAI Tech Co., Ltd.
- External reputation record
Not verified
Engineering & privacy
Uploaded for cloud processing;Claims deletion within 60 minutes; deletion not independently verified
Detailed facts & historical record
- Processing location
Uploaded for cloud processing
- Third-party tracking record
Not verified
- Engineering & privacy assessment
Fast 2.65s pure server processing and an explicit 60-minute automatic file deletion notice right below the download buttons.
- Retention statement
Claims deletion within 60 minutes; deletion not independently verified
Task free allowance & pricing disclosure
Unlimited free no-login 750px preview downloads; new accounts get 5 free credits, and 1024×1024 HD download costs 2 credits per image
Result view clearly labels 'Free Download (Preview Image 750 x 750, free)' alongside 'Download HD (Full Image 1024 x 1024, 2 credits)'
Site-wide plans belong to the product node (see Product-level pricing baseline ↑).
Expand site-wide plans aligned for Image upscaling (25 records)
Web image removal: free, all expanded monthly tiers and packs; API priced separately · 2026-10-20
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 record
Downgrade, upgrade or cancel anytime; advertised 14-day money-back guarantee subject to terms.
Official plans and usage terms ↗ · 2026-10-20 Capture 1 ↗
Evaluation basis & full scores · Overall 86.7/100
Overall = honesty & reputation × 30% + capability × 70%. Component maxima follow this report’s rubric. List scores are rounded for display; original precision is retained here.
Scoring version 2.3.1 · Test fixture anchor_upscale_v1
Honesty & reputation · 86/100 · 30%
| Criterion | Score | Rationale | Basis |
|---|---|---|---|
| Pricing transparency | 28 / 35 | Result panel (03_download.png) clearly labels both tiers: 'Free Download · Preview Image 750 x 750, free' and 'Download HD · Full Image 1024 x 1024, 2 credits'. | Evidence A → |
| Interaction restraint | 26 / 30 | Provides Quality vs Fidelity mode toggles with zero popup ads. | Evidence A → |
| Background & reputation | 17 / 20 | Core visual AI product by LibAI Tech Co., Ltd. | Evidence C → |
| Engineering & privacy | 15 / 15 | Fast 2.65s pure server processing and an explicit 60-minute automatic file deletion notice right below the download buttons. | Evidence A → |
Capability · 87/100 · 70%
| Criterion | Score | Rationale | Basis |
|---|---|---|---|
| Task quality | 58 / 65 | PSNR vs 2048px GT: 27.61 dB · SSIM: 0.8955 · Edge Gradient Correlation: 0.6353 · High-Freq Sharpness Ratio: 0.4482 · Calibration Plate PSNR: 16.01 dB | Evidence B → |
| Deliverable specifications | 14 / 20 | Clean unwatermarked export (8/8); Free scale factor: 1.46x (750×750 (PNG · 1.46x Free Preview)) | Evidence B → |
| Processing speed | 15 / 15 | Network-observed server wait: 2.65s (API mode: async_poll; end-to-end 3.94s shown for reference only, never penalized) | Evidence B → |
Legacy scores may include advertised maximum capabilities. Read tested output separately from paid capabilities. Records without matching tiers and scope are not ranked together.




