Test record & evaluation basis

Adobe Firefly (Express) BG Remover · Background removal

Free full-size export without login opens the Firefly editor; the subject is retained, but gaps between curls need cleanup.

Test date 2026-10-16Free tier + subscriptionNative output attachedMethod 2.3.1
1 · Date, environment & tier2026-10-16 · Guest flow

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 2026-10-20

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

US individual Firefly web free feature and four monthly subscriptions; excludes student/business, full Creative Cloud and other regions; includes four generative credit add-on subscriptions · 2026-10-20

Plan · source date
Monthly / one-time
Annual bill / period
Quota & limits
Firefly web background remover2026-10-20 ↗
Free
Free
Free Official feature page describes free removal; single JPG/PNG/WebP input up to 50MB

Count and free export specification are not stated; subsequent generative editing may require separate credits

Firefly Standard2026-10-20 ↗
USD 9.99/month
—
Monthly 2,000 generative credits/month; not removal counts Rules [1]
Firefly Pro2026-10-20 ↗
USD 19.99/month
—
Monthly 4,000 generative credits/month; not removal counts Rules [1]
Firefly Pro Plus2026-10-20 ↗
USD 34.97/month
—
Monthly 10,000 generative credits/month; not removal counts

First-year promotion advertised through October 21; regular price USD 49.99/month. Renewal and eligibility follow the offer terms.

Rules [1]
Firefly Premium2026-10-20 ↗
USD 139.91/month
—
Monthly 50,000 generative credits/month; not removal counts

First-year promotion advertised through October 21; regular price USD 199.99/month. Renewal and eligibility follow the offer terms.

Rules [1]
2,000 generative credit add-on2026-10-20 ↗
USD 9.99/month
—
Monthly 2,000 generative credits/month; not removal counts
7,000 generative credit add-on2026-10-20 ↗
USD 29.99/month
—
Monthly 7,000 generative credits/month; not removal counts
10,000 generative credit add-on2026-10-20 ↗
USD 49.99/month
—
Monthly 10,000 generative credits/month; not removal counts
50,000 generative credit add-on2026-10-20 ↗
USD 199.99/month
—
Monthly 50,000 generative credits/month; not removal counts

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

[1] US individual web price; the removal feature itself is advertised as free, so a generative subscription is not established as a removal requirement

Four US individual Firefly monthly plans and four credit add-on subscriptions are listed. Pro Plus/Premium first-year promotions end October 21, with regular prices separately shown. Official pages do not quantify daily free removal counts or regional tax amounts. Generative credits concern other AI features and do not establish a payment requirement for free removal.

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

Cancellation, sources & verification record

Self-serve cancellation in Adobe Account (monthly plans cancel anytime; annual billed-monthly plans subject to Adobe terms)

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

US individual Firefly subscriptions ↗ · 2026-10-20 Capture 1 ↗

Official generative credit add-on subscriptions ↗ · 2026-10-20 Capture 1 ↗

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

Standalone BG Remover page is free without login; Adobe Firefly Standard ~$9.99/mo

Free standalone tool + Firefly / Creative Cloud monthly or annual subscriptions

Historical context only; not current purchase guidance.

Delivery & access

Free delivery record
2048×2048 (100.0% pixel area retained, 9.23MB uncompressed true-Alpha PNG)
Attached file dimensions
2048 × 2048 · PNG

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

Watermark
None
Free allowance
Quick web background removal & full-res download are free without login; generative AI features in Firefly use Generative Credits
Account requirements
No login required for background removal and full-res PNG download; Adobe sign-in only needed for Generative Fill in Firefly
Maximum specification record
2048×2048 (Guests directly download full 2048×2048 PNG without sign-in; supports files up to 50MB)

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

Batch & API
Batch workflows available via Photoshop, Lightroom, or Creative Cloud APIs
Manual refinement
Seamlessly opens in Adobe Firefly canvas for Remove brush & Generative Fill

Tested result & sample

Very high foreground hair preservation (fg_recall=99.85%) in a 9.23MB 2048×2048 PNG, though a small patch of bookshelf background remained inside left curly hair gaps (bg_leak=0.442%, mad_band=0.1235, SAD(k)=49.85).

Edge error MAD
0.1235 · Lower is better
Global error SAD(k)
49.851 · Lower is better
Foreground retention
99.850% · Higher is better
Background residue
0.442% · 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
7.75 s
End-to-end reference
11.98 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
File formats (JPG/PNG/WEBP) and 50MB limit are disclosed directly inside the upload dropzone
Interaction
Removed the legacy mandatory Adobe ID sign-in wall for downloading! Clicking Download immediately saves the PNG while opening firefly.adobe.com/hub in a new tab (-2 pts) alongside a floating chat bubble (-2 pts).
Entity record
Adobe Inc. (NASDAQ: ADBE)
Origin
San Jose, California, USA
Domain history record
Domain registered 1986 / Firefly pipeline 2023–2026
Third-party tracking record
Adobe Experience Platform / Alloy
External information
Users historically criticized Adobe Express for forcing sign-in before download; our 2026 test confirms the migrated Firefly page now lets guests download full-res PNGs without logging in.
Processing
Adobe cloud chunked upload + async segmentation pipeline (acp-aep-cs-blobstore-prod-va6-data.adobe.io)
Retention statement
Temporary presigned S3/Blob URLs expire in 4 hours under Adobe enterprise privacy standards

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

The legacy Adobe Express background-remover URL now redirects to the upgraded Adobe Firefly visual pipeline (/products/firefly/features/remove-background.html).

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 3 official source snapshots

Official plans and usage terms (snapshot ↗) · US individual Firefly subscriptions (snapshot ↗) · Official generative credit add-on subscriptions (snapshot ↗)

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

Evaluation basis & full scores · Overall 77.2/100

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 · 96/100 · 30%

CriterionScoreRationaleBasis
Pricing transparency40 / 40 Landing page clearly states 'Remove the background from your image for free' and 'File must be JPEG (JPG), PNG, or WEBP and up to 50MB'; real-machine testing confirms guests download a 2048×2048 full-res PNG (9.23MB) without any sign-in wall. Evidence A →
Interaction restraint16 / 20 Removed the legacy mandatory Adobe ID sign-in wall for downloading! Clicking Download immediately saves the PNG while opening firefly.adobe.com/hub in a new tab (-2 pts) alongside a floating chat bubble (-2 pts). Evidence A →
Background & reputation25 / 25 Adobe Inc. (NASDAQ: ADBE, creator of Photoshop, Creative Cloud, and Firefly), global authority in digital imaging. Evidence C →
Engineering & privacy15 / 15 Backed by Adobe Creative Cloud enterprise blob storage (acp-aep-cs-blobstore-prod-va6-data.adobe.io) with signed temporary URLs and strict enterprise privacy commitments. Evidence B →

Capability · 69.1/100 · 70%

CriterionScoreRationaleBasis
Task quality39.1 / 65 Transition band error mad_band=0.1235 · Global SAD(k)=49.851 · Foreground recall 99.85% / Background leak 0.442% Evidence A →
Deliverable specifications20 / 20 True Alpha channel (8/8); Max deliverable spec: 2048×2048 (Guests directly download full 2048×2048 PNG without sign-in; supports files up to 50MB) Evidence A →
Processing speed10 / 15 Network-observed server wait: 7.75s (API mode: async; network upload 0.01s / end-to-end 11.98s 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 ↗