Product node profile · Linked task edges · clipdrop.co

Clipdrop

Computer vision and image editing suite by Jasper AI (originally Init ML / Stability AI) (3 benchmarked capabilities: Background removal, Image upscaling, Object removal)

Free tier + subscription 3 linked task edges tested 1 discovered capabilities Product pricing ↓ Compare peer suites ↓ Open website ↗ Embed badges ↓ Developer update / correction →

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 edges

Clipdrop, operated by Jasper AI, Inc. (formerly Init ML / Stability AI Clipdrop) (Founded in Paris, France / Austin, TX, USA (Jasper AI)) under a "Free tier + subscription" model, has 3 published task assessments on RealTest (Background removal 91/100, Image upscaling 88/100, Object removal 84/100). In background removal, detailed hair handling with upfront size limits and no ads; login is required, free output is 1024px, and HD needs Pro. In image upscaling, login-free, ad-free 2× watermark-free downloads are simple and took about five seconds end to end; higher specifications were outside this free export.

1. Operator & provenance Jasper AI, Inc. (formerly Init ML / Stability AI Clipdrop)

Founded in Paris, France / Austin, TX, USA (Jasper AI) · Launched 2020

Provenance baseline: 19.2/20 · Originally founded by Init ML in Paris, acquired by Stability AI, and joined Jasper AI (Jasper AI, Inc.) in 2024; industry-leading computer vision pedigree.

2. Billing model & transparency Free tier + subscription

Recheck confirms Pro at USD 15/month; free removal 20/24h and Pro HD removal 1,000/24h. No annual offer appears on this page; tax and refund details were not separately verified.

Pricing transparency baseline: 28/35 · Cancellation: Self-serve cancellation anytime in account settings

3. Sign-in & data retention Google / Apple / Facebook one-click OAuth or email link (mandatory before processing)

Follows Jasper / Clipdrop privacy policy; transient processing files are not publicly retained

4. Execution & third-party services Cloud synchronous API (api.clipdrop.co/remove-background/v2)

Cloudflare Turnstile · Firebase Auth/Firestore · Sentry

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 below

Current public web Free and monthly Pro plans; API separate · 2026-10-20

Plan · source date
Monthly / one-time
Annual bill / period
Quota & limits
Free
Free
Free 20 background removals per 24 hours
USD 15/month
—
Monthly 1,000 high-resolution removals per 24 hours
Contact sales
Quoted
Quoted Usage-based pricing on a separate API schedule

3 plan / billing-period records, all listed; — means that period is not recorded.

Recheck confirms Pro at USD 15/month; free removal 20/24h and Pro HD removal 1,000/24h. No annual offer appears on this page; tax and refund details were not separately verified.

Cancellation, sources & verification record

Self-serve cancellation anytime in account settings

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 edgeScoreAssessment · historical testTest scope & deliveryInspect capability / follow edge
Background removal 91/100 Detailed hair handling with upfront size limits and no ads; login is required, free output is 1024px, and HD needs Pro. 1024 × 1024 · PNG
Historical test · 2026-10-16
Signed-in flow; paid tier not standardized · Curly-haired portrait · Output attached
Object removal 84/100 Login-free, ad-free editing offers undo and before/after comparison with clear modes; free output is 1024px and large repairs look smooth. 1024×1024 (Free SD, No Watermark) · Historical description; output not attached
Historical test · 2026-10-16
Guest flow · Fixed occlusion fixture · Historical page record; output not attached
Image upscaling 88/100 Login-free, ad-free 2× watermark-free downloads are simple and took about five seconds end to end; higher specifications were outside this free export. 1024×1024 (PNG · 2.0x Unwatermarked) · 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 scored

These 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.

Emerging capability · edge incubation AI product background · Replace Background

Normalized from official "Replace Background" via capability ontology; pending standard fixture benchmark

Feature entry ↗

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 scores
Subscription + credits · 3 shared tested task edges Nero AI (ai.nero.com)

The 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.

Subscription + credits · 3 shared tested task edges PicWish (picwish.com)

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.

Subscription + credits · 3 shared tested task edges Cutout.pro (cutout.pro)

High-volume tiers expanded; removal costs 1 credit/image, other operations differ. Taxes are not stated on the cards.

Subscription + credits · 3 shared tested task edges MyEdit (myedit.online)

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.

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

Fine hair transitions with little background residue in this portrait test; coverage is limited to the recorded fixture.

Detailed facts & historical record
Measured fixture results

Edge error MAD: 0.0733 (Lower is better) · Global error SAD(k): 28.434 (Lower is better) · Foreground retention: 99.950% (Higher is better) · Background residue: 0.014% (Lower is better)

Fixture findings

Fine hair transitions with little background residue in this portrait test; coverage is limited to the recorded fixture.

Original historical observation

Ranked #1 in edge accuracy across all 10 tested tools: transition band error mad_band=0.0733, SAD(k)=28.43, and background leak of just 0.014%. Curly hair gaps and sweater edges are remarkably clean.

Suitable uses · historical assessment

E-commerce & design workflows needing best-in-class hair edge accuracy where 1024px resolution suffices

Result & output evidence

Open native outputOpen native output ↗

Open result screenshot

Full test record →

Evidence & scope →

Delivery capabilities

1024 × 1024 · PNG · No watermark in test

Detailed facts & historical record
Recorded export specifications

1024 × 1024 · PNG · No watermark in test

Historical specification note · not an official maximum

2048×2048 (Pro unlocks full HD; free logged-in tier prompts and downscales to 1024×1024 SD)

Watermark observation

None

Batch & API

Web UI supports dragging up to 10 images at once; commercial API available

Recorded free-tier dimensions

1024 × 1024

Attached file dimensions

1024 × 1024 · PNG

Evidence & scope →

Speed & reliability

About 0.91s end to end in this run; reliability not retested

Detailed facts & historical record
Timing observation

Network-observed server wait: 3.45s · End-to-end reference: 0.91s

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.

Evidence & scope →

Interaction experience

Login required in this run; manual adjustment recorded

Detailed facts & historical record
Account requirements

Account required in this test

Sign-in methods

Google / Apple / Facebook one-click OAuth or email link (mandatory before processing)

Manual adjustment

Manual erase / adjustment recorded in the historical flow

Interaction observations

No ad clutter or countdown popups; once SD 1024×1024 is selected, clicking Download immediately exports a watermark-free PNG. (-2 pts for allowing guest file staging before showing the mandatory login modal.)

Evidence & scope →

Background & reputation

Jasper AI, Inc. (formerly Init ML / Stability AI Clipdrop) · Long-term reputation not independently verified

Detailed facts & historical record
Service lifecycle notice

Not verified

Operator

Jasper AI, Inc. (formerly Init ML / Stability AI Clipdrop)

Recorded origin

Founded in Paris, France / Austin, TX, USA (Jasper AI)

Domain history record

Launched 2020

Background & reputation assessment

Originally founded by Init ML in Paris, acquired by Stability AI, and joined Jasper AI (Jasper AI, Inc.) in 2024; industry-leading computer vision pedigree.

External reputation record

Renowned for top-tier segmentation and Relight models; requires sign-in and caps free tier at 1024px, but delivers tier-1 hair matting quality.

Evidence & scope →

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

Cloudflare Turnstile · Firebase Auth/Firestore · Sentry

Engineering & privacy assessment

Protected by Cloudflare Turnstile + AppCheck over a fast synchronous API (api.clipdrop.co/remove-background/v2).

Retention statement

Explicit retention period unconfirmed; inspect policy record

Evidence & scope →

Task free allowance & pricing disclosure

Tested free allowance

20 images per 24 hours (20/24h) on free logged-in accounts; up to 10 images per batch queue

Pricing disclosure timing

Login prompt appears on clicking 'Remove background'; 1024×1024 SD cap is disclosed via modal before processing

Site-wide plans belong to the product node (see Product-level pricing baseline ↑).

Expand site-wide plans aligned for Background removal (3 records)

Current public web Free and monthly Pro plans; API separate · 2026-10-20

Plan · source date
Monthly / one-time
Annual bill / period
Quota & limits
Free
Free
Free 20 background removals per 24 hours
USD 15/month
—
Monthly 1,000 high-resolution removals per 24 hours
Contact sales
Quoted
Quoted Usage-based pricing on a separate API schedule

3 plan / billing-period records, all listed; — means that period is not recorded.

Recheck confirms Pro at USD 15/month; free removal 20/24h and Pro HD removal 1,000/24h. No annual offer appears on this page; tax and refund details were not separately verified.

Cancellation, sources & verification record

Self-serve cancellation anytime in account settings

Official plans and usage terms ↗ · 2026-10-20 Capture 1 ↗

Evaluation basis & full scores · Overall 90.8/100

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 · 86/100 · 30%

CriterionScoreRationaleBasis
Pricing transparency32 / 40 Guests can stage an image, and clicking 'Remove background' prompts sign-in first. Once signed in, an explicit 'Image too large for the SD Mode' modal compares SD 1024×1024 vs. HD 2048×2048 side by side before processing—zero silent downscaling. Pricing page clearly states 20/24h free daily quota. Evidence A →
Interaction restraint16 / 20 No ad clutter or countdown popups; once SD 1024×1024 is selected, clicking Download immediately exports a watermark-free PNG. (-2 pts for allowing guest file staging before showing the mandatory login modal.) Evidence A →
Background & reputation24 / 25 Originally founded by Init ML in Paris, acquired by Stability AI, and joined Jasper AI (Jasper AI, Inc.) in 2024; industry-leading computer vision pedigree. Evidence C →
Engineering & privacy14 / 15 Protected by Cloudflare Turnstile + AppCheck over a fast synchronous API (api.clipdrop.co/remove-background/v2). Evidence B →

Capability · 92.9/100 · 70%

CriterionScoreRationaleBasis
Task quality59.9 / 65 Transition band error mad_band=0.0733 · Global SAD(k)=28.434 · Foreground recall 99.95% / Background leak 0.014% Evidence A →
Deliverable specifications20 / 20 True Alpha channel (8/8); Max deliverable spec: 2048×2048 (Pro unlocks full HD; free logged-in tier prompts and downscales to 1024×1024 SD) Evidence A →
Processing speed13 / 15 Network-observed server wait: 3.45s (API mode: sync; network upload 0.71s / end-to-end 0.91s 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: Object removal

2026-10-16 · No native output attached. Page evidence alone cannot establish export specifications or file validity.

Task quality

Removed all three signs with surrounding areas retained; inspect complex backgrounds locally.

Detailed facts & historical record
Measured fixture results

Not verified

Fixture findings

Removed all three signs with surrounding areas retained; inspect complex backgrounds locally.

Original historical observation

Using its signature neon-green brush mask (02_workspace.png), Clipdrop Cleanup completely erased all 3 signs (03_download.png) while achieving the highest unmasked background preservation in the benchmark (unmasked_psnr=25.77dB).

Suitable uses · historical assessment

Users who prioritize non-destructive inpainting (zero changes outside the brush mask) and fast no-login cleanup

Result & output evidence

No native output obtained; the preview does not establish final export quality.

Open result screenshotOpen result screenshot ↗

Full test record →

Evidence & scope →

Delivery capabilities

1024×1024 (Free SD, No Watermark) · Historical description; output not attached · Check watermark record

Detailed facts & historical record
Recorded export specifications

1024×1024 (Free SD, No Watermark) · 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 (Free SD, No Watermark)

Watermark observation

100% Watermark-Free

Batch & API

REST Cleanup API available for developers

Recorded free-tier dimensions

Not verified

Attached file dimensions

Not verified

Evidence & scope →

Speed & reliability

About 10.7s end to end in this run; reliability not retested

Detailed facts & historical record
Timing observation

Network-observed server wait: 8.5s · End-to-end reference: 10.7s

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.

Evidence & scope →

Interaction experience

No login in this run; manual adjustment recorded

Detailed facts & historical record
Account requirements

No login in this test

Sign-in methods

No login required for Fast mode (1024px) cleanup and unwatermarked download; Google / Apple / Email also supported

Manual adjustment

Manual erase / adjustment recorded in the historical flow

Interaction observations

Iconic neon-green brush UI (02_workspace.png) with an instant eye preview toggle, Undo/Redo, and brush slider. Zero ad popups.

Evidence & scope →

Background & reputation

Jasper AI, Inc. / Init ML (Paris, France & Austin, USA) · Long-term reputation not independently verified

Detailed facts & historical record
Service lifecycle notice

Not verified

Operator

Jasper AI, Inc. / Init ML (Paris, France & Austin, USA)

Recorded origin

Paris, France / Austin, TX, USA

Domain history record

2020–Present

Background & reputation assessment

Created by Paris-based Init ML (creators of Cleanup.pictures, acquired by Stability AI and later Jasper AI)—the pioneer of modern web AI inpainting.

External reputation record

Not verified

Evidence & scope →

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

Mature LaMa/diffusion hybrid architecture completing 3-zone cleanup in ~8.5s with benchmark-leading unmasked pixel preservation (unmasked_psnr=25.77dB).

Retention statement

Explicit retention period unconfirmed; inspect policy record

Evidence & scope →

Task free allowance & pricing disclosure

Tested free allowance

Free no-login Fast mode with 1024px unwatermarked export; High Quality full resolution requires Pro

Pricing disclosure timing

Disclosed upfront in the top toolbar before brushing

Site-wide plans belong to the product node (see Product-level pricing baseline ↑).

Expand site-wide plans aligned for Object removal (3 records)

Current public web Free and monthly Pro plans; API separate · 2026-10-20

Plan · source date
Monthly / one-time
Annual bill / period
Quota & limits
Free
Free
Free 20 background removals per 24 hours
USD 15/month
—
Monthly 1,000 high-resolution removals per 24 hours
Contact sales
Quoted
Quoted Usage-based pricing on a separate API schedule

3 plan / billing-period records, all listed; — means that period is not recorded.

Recheck confirms Pro at USD 15/month; free removal 20/24h and Pro HD removal 1,000/24h. No annual offer appears on this page; tax and refund details were not separately verified.

Cancellation, sources & verification record

Self-serve cancellation anytime in account settings

Official plans and usage terms ↗ · 2026-10-20 Capture 1 ↗

Evaluation basis & full scores · Overall 84.4/100

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_inpaint_v1

Honesty & reputation · 90/100 · 30%

CriterionScoreRationaleBasis
Pricing transparency30 / 35 Clearly displays "Mode: Fast | High quality 🔒" at the top of the workspace; guests can brush over all 3 occlusions, click Clean, and download a 1024×1024 watermark-free PNG for free (03_download.png). 2048px High Quality mode requires Pro. Evidence A →
Interaction restraint28 / 30 Iconic neon-green brush UI (02_workspace.png) with an instant eye preview toggle, Undo/Redo, and brush slider. Zero ad popups. Evidence A →
Background & reputation18 / 20 Created by Paris-based Init ML (creators of Cleanup.pictures, acquired by Stability AI and later Jasper AI)—the pioneer of modern web AI inpainting. Evidence C →
Engineering & privacy14 / 15 Mature LaMa/diffusion hybrid architecture completing 3-zone cleanup in ~8.5s with benchmark-leading unmasked pixel preservation (unmasked_psnr=25.77dB). Evidence A →

Capability · 82/100 · 70%

CriterionScoreRationaleBasis
Task quality52.5 / 65 Occluded Region GT Restoration (23.0/30: structural PSNR=15.15dB · SSIM=0.4392) · Unmasked Preservation (19.0/20: best-in-class unmasked_psnr=25.77dB) · Texture Coherence & Zero Ghosting (10.5/15: all 3 signs 100% removed with smooth LaMa continuation) Evidence B →
Deliverable specifications16.5 / 20 Free 1024×1024 unwatermarked PNG export (16.5/20); native 2048×2048 High Quality requires Pro Evidence B →
Processing speed13 / 15 ~8.5s cloud inpainting inference 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 2×; historical record only

Detailed facts & historical record
Measured fixture results

Tested scale: 2×

Fixture findings

Denoising and highlight transitions looked natural; the tested free output was 2× at 1024px.

Original historical observation

PSNR=27.17dB · SSIM=0.8867 (2x 1024×1024 unwatermarked PNG); Edge gradient correlation edge_corr=0.6069; high-frequency recovery hf_ratio=0.4791 (+11.40% over Bicubic); Calibration plate PSNR=15.69dB: excellent denoising and clean specular transitions on the oak table and blue ceramic mugs.

Suitable uses · historical assessment

Users wanting a clean, ad-free interface with no-login batch 2x upscaling (up to 10 images at once)

Result & output evidence

No native output obtained; the preview does not establish final export quality.

Open result screenshotOpen result screenshot ↗

Full test record →

Evidence & scope →

Delivery capabilities

1024×1024 (PNG · 2.0x Unwatermarked) · Historical description; output not attached · Check watermark record

Detailed facts & historical record
Recorded export specifications

1024×1024 (PNG · 2.0x Unwatermarked) · 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 (PNG · 2.0x Unwatermarked)

Watermark observation

No watermark

Batch & API

Free tier supports dragging up to 10 files at once, plus enterprise Jasper/Clipdrop Super-Resolution API

Recorded free-tier dimensions

Not verified

Attached file dimensions

Not verified

Evidence & scope →

Speed & reliability

About 4.97s end to end in this run; reliability not retested

Detailed facts & historical record
Timing observation

Network-observed server wait: 4.05s · End-to-end reference: 4.97s

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.

Evidence & scope →

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 2x upscaling (up to 10 images per batch) and unwatermarked download; 4x/8x/16x require Pro

Manual adjustment

Not verified

Interaction observations

Minimalist, ad-free workspace (02_workspace.png / 03_download.png) that even allows up to 10 images per batch on the free tier.

Evidence & scope →

Background & reputation

Jasper AI, Inc. (acquired Clipdrop from Stability AI / Init ML) · Long-term reputation not independently verified

Detailed facts & historical record
Service lifecycle notice

Not verified

Operator

Jasper AI, Inc. (acquired Clipdrop from Stability AI / Init ML)

Recorded origin

Paris, France / Austin, TX, USA

Domain history record

2020–Present

Background & reputation assessment

Originally founded by Paris-based Init ML, later acquired by Stability AI and Jasper AI.

External reputation record

Not verified

Evidence & scope →

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

Uses non-intrusive Cloudflare Turnstile verification (0.92s) followed by api.clipdrop.co/super-resolution/v1 (4.05s) streamed directly to a local Blob.

Retention statement

Explicit retention period unconfirmed; inspect policy record

Evidence & scope →

Task free allowance & pricing disclosure

Tested free allowance

Free no-login 2x upscaling and export (supports up to 10 files per batch within daily free quota)

Pricing disclosure timing

Cleanly presents x2 / x4 / x8 / x16 options; x2 exports directly for free with zero ad clutter

Site-wide plans belong to the product node (see Product-level pricing baseline ↑).

Expand site-wide plans aligned for Image upscaling (3 records)

Current public web Free and monthly Pro plans; API separate · 2026-10-20

Plan · source date
Monthly / one-time
Annual bill / period
Quota & limits
Free
Free
Free 20 background removals per 24 hours
USD 15/month
—
Monthly 1,000 high-resolution removals per 24 hours
Contact sales
Quoted
Quoted Usage-based pricing on a separate API schedule

3 plan / billing-period records, all listed; — means that period is not recorded.

Recheck confirms Pro at USD 15/month; free removal 20/24h and Pro HD removal 1,000/24h. No annual offer appears on this page; tax and refund details were not separately verified.

Cancellation, sources & verification record

Self-serve cancellation anytime in account settings

Official plans and usage terms ↗ · 2026-10-20 Capture 1 ↗

Evaluation basis & full scores · Overall 87.6/100

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 · 89/100 · 30%

CriterionScoreRationaleBasis
Pricing transparency30 / 35 In stark contrast to its Text-to-Image tool (which blocks free users with a hard paywall), Clipdrop's Image Upscaler (01_landing.png) offers 100% free, no-login x2 (1024×1024) upscaling and unwatermarked PNG download. Evidence A →
Interaction restraint27 / 30 Minimalist, ad-free workspace (02_workspace.png / 03_download.png) that even allows up to 10 images per batch on the free tier. Evidence A →
Background & reputation18 / 20 Originally founded by Paris-based Init ML, later acquired by Stability AI and Jasper AI. Evidence C →
Engineering & privacy14 / 15 Uses non-intrusive Cloudflare Turnstile verification (0.92s) followed by api.clipdrop.co/super-resolution/v1 (4.05s) streamed directly to a local Blob. Evidence A →

Capability · 87/100 · 70%

CriterionScoreRationaleBasis
Task quality56 / 65 PSNR vs 2048px GT: 27.17 dB · SSIM: 0.8867 · Edge Gradient Correlation: 0.6069 · High-Freq Sharpness Ratio: 0.4791 · Calibration Plate PSNR: 15.69 dB Evidence B →
Deliverable specifications17 / 20 Clean unwatermarked export (8/8); Free scale factor: 2x (1024×1024 (PNG · 2.0x Unwatermarked)) Evidence B →
Processing speed14 / 15 Network-observed server wait: 4.05s (API mode: sync_post; end-to-end 4.97s 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.

Developer & citation kit · Claim updates, request benchmarks & embed verified badges

Product developers and writers can embed these SVG badges in official websites, GitHub READMEs or documentation, or use the channels below to sync product-wide plans and capabilities.

Clipdrop · Product profile badge Clipdrop RealTest coverage
Markdown [![Clipdrop — RealTest](https://realtest.org/badges/clipdrop.co.svg)](https://realtest.org/tools/clipdrop.co/)
HTML <a href="https://realtest.org/tools/clipdrop.co/"><img src="https://realtest.org/badges/clipdrop.co.svg" alt="Clipdrop — RealTest" height="24" /></a>
Background removal · 91/100 (2026-10-16) Clipdrop Background removal score
Markdown [![Clipdrop Background removal — RealTest](https://realtest.org/badges/background-remover/clipdrop.co.svg)](https://realtest.org/tools/clipdrop.co/#feature-background-remover)
Object removal · 84/100 (2026-10-16) Clipdrop Object removal score
Markdown [![Clipdrop Object removal — RealTest](https://realtest.org/badges/object-remover/clipdrop.co.svg)](https://realtest.org/tools/clipdrop.co/#feature-object-remover)
Image upscaling · 88/100 (2026-10-16) Clipdrop Image upscaling score
Markdown [![Clipdrop Image upscaling — RealTest](https://realtest.org/badges/image-upscaler/clipdrop.co.svg)](https://realtest.org/tools/clipdrop.co/#feature-image-upscaler)

AI Image Gen

This assessment is under review. Its score, findings and ranking are withheld until the review is complete.

Recorded test date: 2026-10-19

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Benchmark evidence preview

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