Test record & evaluation basis

Cleanup.pictures (Clipdrop / Jasper) · Object removal

Login-free brush editing is simple with upfront size disclosure; signs were removed cleanly, but free output is only 720px and HD needs Pro.

Test date 2026-10-16Free tier + subscriptionPreview / screenshot evidenceMethod 2.3.1
1 · Date, environment & tier2026-10-16 · Guest flow

US-West (California, AS2914)

2 · Fixture & native exportFixed occlusion fixture (anchor_inpaint_v1)

No native export attached; page screenshot evidence only

3 · Price checks vs. test scoreOfficial pricing checked 2026-10-21

Subsequent pricing and service checks are shown separately without altering historical scores.

4 · What one test cannot proveScoped to this fixture & path

One run does not establish all complex scenes, untested paid maxima or long-term uptime.

Plans & historical pricing

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
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.

Inpainting API2026-10-21 ↗
Contact sales
Quoted
Quoted Usage-based pricing; see API documentation.

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 record

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).

Cleanup.pictures official pricing and FAQ ↗ · 2026-10-21 Capture 1 ↗

Pricing recorded on the test date · 2026-10-16

Pro $5/mo ($3/mo billed annually); Clipdrop API pay-as-you-go

Unlimited free 720p tier + Pro HD subscription

Historical context only; not current purchase guidance.

Delivery & access

Free delivery record
720×720 (No Watermark PNG)
Watermark
100% Watermark-Free
Free allowance
Unlimited free no-login brushing and 720p watermark-free PNG exports
Account requirements
No login required; Pro subscribers can sign in via Email/Google
Maximum specification record
720×720 (No Watermark PNG)

May include advertised capabilities; this does not establish a tested paid tier.

Batch & API
Supports iterative multi-stroke brushing and Clipdrop API integration
Manual refinement
Manual erase / adjustment recorded in the historical flow

Tested result & sample

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.

Fixture
anchor_inpaint_v1
Recorded environment
US-West (California, AS2914)
Network-observed server wait
3.33 s
End-to-end reference
10 s

Network wait includes round trips, queuing and polling error, not pure inference time. Local timings depend on the device; repetition counts are not standardized in legacy records.

No native export is attached. Screenshots show the visible page, but do not independently establish export properties or file validity.

Experience, rules & trust

Disclosure
Disclosed upfront upon file selection (comparing 720×720 SD vs 2048×2048 HD)
Interaction
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).
Entity record
Init ML / Clipdrop (Jasper AI Inc.)
Origin
Paris, France / San Francisco, USA
Domain history record
2021–Present
Third-party tracking record
Not recorded or not verified
External information
Not recorded or not verified
Processing
Synchronous cloud inpainting (us-central1-cleanup-pictures.cloudfunctions.net/cleanup_proxy), ~3.33s/stroke
Retention statement
Does not persistently store user-uploaded images on servers

A recorded statement does not verify deletion or all data-processing behavior.

Verifiable audit trail & evidence

Four SHA-256-verified stages link the benchmark fixture, same-run interface screenshots, native exported artifact and archived pricing sources.

Stage A · Benchmark fixture Fixed occlusion fixture

anchor_inpaint_v1 · Inspect fixture & file inspector →

Stage B · Same-run screenshots 4 flow screenshots archived

Captures entry rules, result view and export disclosure.

Stage C · Native exported file No native file

Page screenshot evidence only

Stage D · Archived pricing sources 1 official source snapshots

Cleanup.pictures official pricing and FAQ (snapshot ↗)

Screenshots, native output and official claims support different conclusions. Evidence grades are not product safety certifications.

Evaluation basis & full scores · Overall 79.9/100

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 · 89/100 · 30%

CriterionScoreRationaleBasis
Pricing transparency29 / 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. Evidence A →
Interaction restraint27 / 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). Evidence A →
Background & reputation19 / 20 Built by Paris-based Init ML (the founding team behind Clipdrop, later acquired by Stability AI and Jasper AI). Evidence C →
Engineering & privacy14 / 15 Calls Google Cloud Functions (cleanup_proxy) to run LaMa/generative inpainting in 3.33s per stroke (10.0s total across 3 strokes). Evidence A →

Capability · 76/100 · 70%

CriterionScoreRationaleBasis
Task quality50 / 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) Evidence B →
Deliverable specifications13 / 20 Free no-login 720×720 watermark-free PNG export (13/20) with upfront client pre-downscale disclosure Evidence B →
Processing speed13 / 15 3.33s per brush stroke on mouse release (10.0s 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.

Revisions & corrections

Prepare a correction or update →
Benchmark evidence preview

Open original ↗