Test record & evaluation basis

SeaArt · Background removal

SeaArt Background Remover achieves top-tier hair strand separation with 99.84% foreground recall on the 2048x2048 benchmark anchor, providing ~150 daily free Stamina and pristine 2048px watermark-free transparent PNGs with excellent commercial honesty despite requiring login and taking ~15.5s.

Test date 2026-11-04Free tier + subscriptionNative output attachedMethod 2.3.1
1 · Date, environment & tier2026-11-04 · Signed-in flow; paid tier not standardized

US-West (California, AS2914)

2 · Fixture & native exportCurly-haired portrait (anchor_bgremove_v1)

2048 × 2048 · PNG · Open native file ↗

3 · Price checks vs. test scoreOfficial pricing checked 2026-11-01

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

SeaArt.ai Stamina and VIP subscription model · 2026-11-01

Plan · source date
Monthly / one-time
Annual bill / period
Quota & limits
Free Tier (Daily Stamina)2026-11-01 ↗
Free
Free
Free ~150 daily Stamina refreshed every 24 hours

Base image generation, upscaling, background removal, and community models;Unused stamina resets daily; standard queue; excludes custom LoRA training;Refreshes daily, no renewal;Perpetual access

Standard VIP2026-11-01 ↗
Monthly price not verified
—
Monthly Higher daily Stamina allowance, bonus coins, and fast-track queues

Fast-track generation, concurrent tasks, and commercial licensing;Pricing visible inside account store (typically approx $9.99/mo);Auto-renews monthly;Active during billing month

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

Uses daily regenerating Stamina (~150/day free) plus persistent Coins; paid plans include Standard VIP (~$9.99/mo), Pro (~$29.99/mo), and SVIP tiers detailed within account portals.

Verification has gaps; unknown prices and quotas are not inferred.

Cancellation, sources & verification record

Cancellation and refund terms unverified

SeaArt AI Official Homepage and Community ↗ · 2026-11-01 Capture 1 ↗

Pricing recorded on the test date · 2026-11-04

~150 daily free Stamina; Standard VIP ~$9.99/mo

Daily Stamina freemium + VIP plans & coin bundles

Historical context only; not current purchase guidance.

Delivery & access

Free delivery record
2048 × 2048 (100% original size transparent PNG, no watermarks)
Attached file dimensions
2048 × 2048 · PNG

Read directly from the attached file; this does not establish free download availability at that size.

Watermark
No watermark
Free allowance
~150 daily Stamina refreshed every 24h (~3.6-4 Stamina per removal, allowing ~35-40 free removals daily)
Account requirements
Account required (Google SSO and email registration supported)
Maximum specification record
2048 × 2048 (100% original size transparent PNG, no watermarks)

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

Batch & API
Single-image processing and gallery history management
Manual refinement
Not recorded or not verified

Tested result & sample

SeaArt demonstrated top-tier precision on anchor_bgremove_v1, preserving delicate curly hair strands (99.84% recall) with near-zero background residue (0.02% leak) at 2048x2048.

Edge error MAD
0.0941 · Lower is better
Global error SAD(k)
42.688 · Lower is better
Foreground retention
99.840% · Higher is better
Background residue
0.020% · Lower is better

These historical measurements describe alpha error at edges (MAD), total alpha error / 1000 (SAD), foreground retention and background residue. Low-resolution outputs are aligned to the reference under the original protocol; this does not imply a full-resolution export.

Fixture
anchor_bgremove_v1
Recorded environment
US-West (California, AS2914)
Network-observed server wait
15.49 s
End-to-end reference
15.49 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.

Experience, rules & trust

Disclosure
Estimated cost clearly shown before triggering removal (4 Stamina, discounted to 3.6)
Interaction
Not recorded or not verified
Entity record
STAR CLOUD PTE. LTD.
Origin
Not recorded or not verified
Domain history record
Not recorded or not verified
Third-party tracking record
Google Tag Manager · Cloudflare · Stripe
External information
Not recorded or not verified
Processing
Cloud GPU async deep learning matting
Retention statement
Stored in private gallery with one-click permanent asset deletion

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 Curly-haired portrait

anchor_bgremove_v1 · Inspect fixture & file inspector →

Stage B · Same-run screenshots 3 flow screenshots archived

Captures entry rules, result view and export disclosure.

Stage C · Native exported file 2048 × 2048 · PNG

Open native exported file ↗

Stage D · Archived pricing sources 1 official source snapshots

SeaArt AI Official Homepage and Community (snapshot ↗)

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

Evaluation basis & full scores · Overall 83.8/100

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 · 78.5/100 · 30%

CriterionScoreRationaleBasis
Pricing transparency25 / 35 Explanation unavailable Evidence A →
Interaction restraint24 / 30 Explanation unavailable Evidence A →
Background & reputation16 / 20 Explanation unavailable Evidence A →
Engineering & privacy13.5 / 15 Explanation unavailable Evidence A →

Capability · 86/100 · 70%

CriterionScoreRationaleBasis
Task quality58 / 65 Transition band error mad_band=0.0941 · Global SAD(k)=42.688 · Foreground recall 99.84% / Background leak 0.020% Evidence A →
Deliverable specifications20 / 20 True Alpha channel (8/8); Max deliverable spec: 2048 × 2048 (100% original size transparent PNG, no watermarks) Evidence A →
Processing speed8 / 15 Network-observed server wait: 15.49s (API mode: async_verified; network upload 0s / end-to-end 15.49s 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.

Revisions & corrections

Prepare a correction or update →
Benchmark evidence preview

Open original ↗