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Test scope & comparison notes
These are recorded facts, not a unified ranking. Tested tiers and scope are not consistently recorded. Read pricing with its date and timing with its conditions. Privacy observations reflect visible flows and statements, not a security audit.
Cross-task capability coverage across selected products
Each product is scored independently per task edge; switch tasks below while keeping shared products selected| Task edge | Depositphotos | Erase.bg | Switch / compare |
|---|---|---|---|
| Background removal | 69/100 2048 × 2048 · PNG | 60/100 1536 × 1536 · PNG | Active task |
| Image upscaling | 81/100 1024×1024 (JPG · 2.0x Unwatermarked) · Historical description; output not attached | Not tested in topic | Compare in task topic → |
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Browse this task →| Criterion | DepositPhotos Background Remover Background removal 69/100 Seven-aspect task score You can preview first, but registration is demanded at download; roughly 30 seconds end to end adds friction to getting the result. Tested export 2048 × 2048 · PNG Historical test · 2026-10-16 | Erase.bg Background removal 60/100 Seven-aspect task score Hair quality is good, but the HD signup flow failed to deliver, promotions interrupt the workflow, and prior images remain visible in a shared browser. Tested export 1536 × 1536 · PNG Historical test · 2026-10-15 |
|---|---|---|
| Pricing & rules | ||
| Pricing plans | This web background remover; excludes desktop software and stock subscriptions · 2026-10-20 Plan · source date Monthly / one-time Annual bill / period Quota & limits Free web tool2026-10-20 ↗ Free Free Free Officially free background removal with transparent PNG output Inputs up to 30MB; free export size and count not specified 1 plan / billing-period records, all listed; — means that period is not recorded. Inputs up to 30MB; free export size and count not specified Cancellation, sources & verification recordCredit packs remain valid for 1 year; subscriptions can be cancelled anytime in account settings Official plans and usage terms ↗ · 2026-10-20 Capture 1 ↗ | Current purchase cards on the Chinese pricing page; dollar pricing · 2026-10-20 Plan · source date Monthly / one-time Annual bill / period Quota & limits 10 credits2026-10-20 ↗ USD 6 · one-time payment Usage / one-time Usage / one-time 10 removals; 1 credit each Rules [1] 100 credits2026-10-20 ↗ USD 12 · one-time payment Usage / one-time Usage / one-time 100 removals; 1 credit each Rules [1] 1000 credits2026-10-20 ↗ USD 50 · one-time payment Usage / one-time Usage / one-time 1000 removals; 1 credit each Rules [1] 5 plan / billing-period records, all listed; — means that period is not recorded. The conflict persists on recheck: purchase cards offer only 10/100/1,000-credit one-time packs, while the FAQ claims unlimited Pro at $15/month or $5/month billed annually without a matching subscription purchase option. These subscriptions are not marked purchasable. Signup grants 3 HD downloads; each removal costs 1 credit; purchased credits expire after one year and are nonrefundable. Verification has gaps; unknown prices and quotas are not inferred. Cancellation, sources & verification recordCurrent packs are non-refundable. FAQ subscription cancellation text may describe legacy plans. Official plans and usage terms ↗ · 2026-10-20 Capture 1 ↗ Current purchase cards and FAQ conflict recheck ↗ · 2026-10-20 Capture 1 ↗ |
| Free & trial allowance on the test date | New registered accounts receive free trial download credits, after which Background Remover credit packs apply | Guest tier exports at 75% dimension (1536×1536); registering a PixelBin account grants 3 credits on console.pixelbin.io |
| Cancellation & refunds | Credit packs remain valid for 1 year; subscriptions can be cancelled anytime in account settings | Current packs are non-refundable. FAQ subscription cancellation text may describe legacy plans. |
| Disclosure of costs & limits | Account requirement is disclosed only after processing when clicking Download | 1536×1536 downscaling and cross-product redirect to PixelBin are not disclosed before clicking |
| Task quality | ||
| Measured fixture results | Edge error MAD: 0.1259 (Lower is better) · Global error SAD(k): 59.256 (Lower is better) · Foreground retention: 99.680% (Higher is better) · Background residue: 0.143% (Lower is better) | Edge error MAD: 0.0739 (Lower is better) · Global error SAD(k): 27.914 (Lower is better) · Foreground retention: 99.960% (Higher is better) · Background residue: 0.036% (Lower is better) |
| Fixture findings | The subject is largely preserved; translucent background halos remain around the curls. | Fine curls were well retained with low edge error in this test; other subjects are not established by this result. |
| Original historical observation | Server generates a full 2048×2048 Alpha mask (99.68% foreground recall), though outer curly hair transition bands retain noticeable semi-transparent background halos (mad_band=0.1259, SAD(k)=59.26). | Underlying segmentation model is outstanding (mad_band=0.0748, SAD(k)=27.9, #2 in raw hair edge accuracy), which makes its aggressive cross-product redirect dark pattern all the more unfortunate. |
| Suitable uses · historical assessment | Commercial users already in the DepositPhotos / VistaPrint ecosystem who value an explicit 'automatically removed after 7 days' retention policy | Users who strictly use the guest no-login button for 1536×1536 exports and ignore the HD sign-up prompt |
| Result & output evidence | ||
| Delivery capabilities | ||
| Recorded export specifications | 2048 × 2048 · PNG · No watermark in test | 1536 × 1536 · PNG · No watermark in test |
| Historical specification note · not an official maximum | 2048×2048 (result panel displays 'Image size: 2048 × 2048 px' and S3 delivers a 2048×2048 alpha mask; clicking Download requires account sign-up) | 1536×1536 guest export (75% of input dimension; 'Sign up & Download HD 2048×2048' button redirected to console.pixelbin.io without delivering the image) |
| Watermark observation | None | None |
| Batch & API | Single-image web uploader + commercial API Suite | Requires switching to PixelBin console for batch & API workflows |
| Recorded free-tier dimensions | 2048 × 2048 | 1536 × 1536 |
| Attached file dimensions | 2048 × 2048 · PNG | 1536 × 1536 · PNG |
| Speed & reliability | ||
| Timing observation | Network-observed server wait: 3.57s · End-to-end reference: 30.41s | Network-observed server wait: 8.3s · End-to-end reference: 30.64s |
| Date & fixture | 2026-10-16 · anchor_bgremove_v1 · US-West (California, AS2914) | 2026-10-15 · anchor_bgremove_v1 · US-West (California, AS2914) |
| Repeated tests & reliability | No standardized repetition count, success rate or variability range is recorded. | No standardized repetition count, success rate or variability range is recorded. |
| Interaction experience | ||
| Account requirements | Account required in this test | No login in this test |
| Sign-in methods | Guests can preview only; clicking Download requires creating/logging into an account (Google / Facebook / Email) | No login required for 1536×1536 export; HD button prompts Google / GitHub / Email login |
| Manual adjustment | Manual erase / adjustment recorded in the historical flow | Basic background color replacement on Erase.bg; no brush tool |
| Interaction observations | Clean upload and preview experience without ad clutter, but blocks guest download at the final step with a mandatory sign-up modal (Google / Facebook / Email). | Clicking the free download triggers two consecutive overlay modals (sign-up prompt + PostHog PixelBin survey popup), and the HD sign-up flow redirects across products. |
| Background & reputation | ||
| Service lifecycle notice | Not verified | Not verified |
| Operator | DepositPhotos Inc. (Subsidiary of VistaPrint / Cimpress plc, NASDAQ: CMPR) | Shopsense Retail Technologies Ltd. (Fynd / PixelBin, Reliance-backed) |
| Recorded origin | New York, USA (Publicly traded Cimpress group) | Mumbai, India |
| Domain history record | Founded 2009 (17-year track record) | Launched 2021 |
| Background & reputation assessment | DepositPhotos Inc. (Founded 2009 in New York, top-5 global stock photography marketplace acquired by public company VistaPrint / Cimpress [NASDAQ: CMPR] in 2021). | Shopsense Retail Technologies Ltd. (Fynd / PixelBin, backed by Reliance Industries, Mumbai, India). |
| External reputation record | Major commercial stock photography platform with strong enterprise compliance. | Built by Indian retail-tech giant Fynd with an excellent segmentation model, but heavily penalized by our 60.0 hard cap due to unfulfilled HD sign-up redirect to PixelBin. |
| Engineering & privacy | ||
| Processing location | Uploaded for cloud processing | Uploaded for cloud processing |
| Third-party tracking record | Google Analytics · Google Ads · Bing Ads · Pinterest Tag · LinkedIn Insight | PostHog · Google Analytics |
| Engineering & privacy assessment | Workspace footer explicitly states its retention policy: 'Processed files will be removed automatically after 7 days'; distributes the 2048×2048 mask via AWS S3 (eu-west-1). | Supports HTTPS, but in guest mode the page still displayed previous session upload history from the same browser profile. |
| Retention statement | Explicit retention period unconfirmed; inspect policy record | Explicit retention period unconfirmed; inspect policy record |
| Evaluation basis | ||
| Pricing transparency | 20 / 40 Landing page headlines 'Free online background remover' without disclosing upfront that an account is required; after processing, the card shows 'Image size: 2048 × 2048 px' and clicking Download triggers a 'To download this image, create an account' modal. | 25 / 40 Guest download silently scales 2048×2048 input to 1536×1536 (75% dimension) without stating pixel dimensions on the button; clicking 'Sign up & Download HD (2048×2048)' and completing Google OAuth redirected to console.pixelbin.io instead of downloading the HD image. |
| Interaction restraint | 14 / 20 Clean upload and preview experience without ad clutter, but blocks guest download at the final step with a mandatory sign-up modal (Google / Facebook / Email). | 6 / 20 Clicking the free download triggers two consecutive overlay modals (sign-up prompt + PostHog PixelBin survey popup), and the HD sign-up flow redirects across products. |
| Background & reputation | 24 / 25 DepositPhotos Inc. (Founded 2009 in New York, top-5 global stock photography marketplace acquired by public company VistaPrint / Cimpress [NASDAQ: CMPR] in 2021). | 21 / 25 Shopsense Retail Technologies Ltd. (Fynd / PixelBin, backed by Reliance Industries, Mumbai, India). |
| Engineering & privacy | 11 / 15 Workspace footer explicitly states its retention policy: 'Processed files will be removed automatically after 7 days'; distributes the 2048×2048 mask via AWS S3 (eu-west-1). | 11 / 15 Supports HTTPS, but in guest mode the page still displayed previous session upload history from the same browser profile. |
| Task quality | 39.2 / 65 Transition band error mad_band=0.1259 · Global SAD(k)=59.256 · Foreground recall 99.68% / Background leak 0.143% | 59.6 / 65 Transition band error mad_band=0.0739 · Global SAD(k)=27.914 · Foreground recall 99.96% / Background leak 0.036% |
| Deliverable specifications | 20 / 20 True Alpha channel (8/8); Max deliverable spec: 2048×2048 (result panel displays 'Image size: 2048 × 2048 px' and S3 delivers a 2048×2048 alpha mask; clicking Download requires account sign-up) | 20 / 20 True Alpha channel (8/8); Max deliverable spec: 1536×1536 guest export (75% of input dimension; 'Sign up & Download HD 2048×2048' button redirected to console.pixelbin.io without delivering the image) |
| Processing speed | 10 / 15 Network-observed server wait: 3.57s (API mode: async; network upload 14.95s / end-to-end 30.41s shown for reference only, never penalized) | 10 / 15 Network-observed server wait: 8.3s (API mode: async; network upload 15.61s / end-to-end 30.64s shown for reference only, never penalized) |
