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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 | Img2Go | Erase.bg | Switch / compare |
|---|---|---|---|
| Background removal | 88/100 2048 × 2048 (4.2 MB full-resolution RGBA PNG) · Historical description; output not attached | 60/100 1536 × 1536 · PNG | Active task |
| Image compression | 80/100 2048 × 2048 · PNG | Not tested in topic | Compare in task topic → |
| Image upscaling | 84/100 1024 × 1024 (2.0x default PNG, 1.1 MB) / custom dimensions · Historical description; output not attached | Not tested in topic | Compare in task topic → |
| Image generation | 87/100 1024 × 1024 · PNG | Not tested in topic | Compare in task topic → |
| Photo restoration | 89/100 1024 × 1024 · PNG | Not tested in topic | Compare in task topic → |
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Browse this task →| Criterion | Img2Go AI Background Remover Background removal 88/100 Seven-aspect task score Free full-size output without login offers model and mask controls; subject retention is good, with about 11.5 seconds of cloud processing in this run. Tested export 2048 × 2048 (4.2 MB full-resolution RGBA PNG) · Historical description; output not attached Historical test · 2026-10-19 | 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 | Website free, monthly, annual and education plans; USD, Business billed per person · 2026-10-20 Plan · source date Monthly / one-time Annual bill / period Quota & limits Starter2026-10-20 ↗ USD 8/month USD 77/year Monthly Baseline 1× AI usage; batch processing Annual Baseline 1× AI usage; 64GB files and batch processing Business2026-10-20 ↗ USD 89/month USD 854/year Monthly Per-user billing; 20× Starter AI usage Annual Per-user billing; 20× Starter AI usage Education program2026-10-20 ↗ Free Free Free Paid apps free after student/teacher eligibility verification; non-commercial educational use only 8 plan / billing-period records, all listed; — means that period is not recorded. Actual annual amounts are $77/$278/$854. Absolute removal quotas and per-image credit usage are unpublished; 1×/5×/20× cannot be converted into image counts. Cancellation, sources & verification recordPage advertises a 14-day money-back guarantee and cancellation anytime; eligibility is subject to terms. Official plans and usage terms ↗ · 2026-10-20 Capture 1 ↗ · Capture 2 ↗ | 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 | Free visitors can directly upload and export full-resolution 2048×2048 transparent PNGs | Guest tier exports at 75% dimension (1536×1536); registering a PixelBin account grants 3 credits on console.pixelbin.io |
| Cancellation & refunds | Page advertises a 14-day money-back guarantee and cancellation anytime; eligibility is subject to terms. | Current packs are non-refundable. FAQ subscription cancellation text may describe legacy plans. |
| Disclosure of costs & limits | Openly exposes dedicated Humans / Clothes segmentation models and Alpha Matting toggles in the workspace | 1536×1536 downscaling and cross-product redirect to PixelBin are not disclosed before clicking |
| Task quality | ||
| Measured fixture results | Edge error MAD: 0.137 (Lower is better) · Global error SAD(k): 62.545 (Lower is better) · Foreground retention: 99.890% (Higher is better) · Background residue: 0.802% (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 | This test offered full-size export without login and a mask option; complex-scene coverage remains limited. | Fine curls were well retained with low edge error in this test; other subjects are not established by this result. |
| Original historical observation | Img2Go exports a full 2048×2048 transparent PNG (4.2 MB) without login, achieving 99.89% foreground recall and 0.80% background leak while uniquely offering free 'Return Mask' and 'Alpha Matting' controls in the browser. | 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 | Designers and developers needing free, no-login 2048×2048 unwatermarked transparent PNGs or direct binary mask exports (Return Mask) | Users who strictly use the guest no-login button for 1536×1536 exports and ignore the HD sign-up prompt |
| Result & output evidence | No native output obtained; the preview does not establish final export quality. | |
| Delivery capabilities | ||
| Recorded export specifications | 2048 × 2048 (4.2 MB full-resolution RGBA PNG) · Historical description; output not attached · Check watermark record No native output is attached; check the evidence for specification and watermark claims. | 1536 × 1536 · PNG · No watermark in test |
| Historical specification note · not an official maximum | 2048×2048 (Free no-login 4.2 MB native RGBA PNG export) | 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 | Watermark-Free | None |
| Batch & API | Supports multi-image uploads, Alpha Matting threshold tuning, and instant Delete Task | Requires switching to PixelBin console for batch & API workflows |
| Recorded free-tier dimensions | Not verified | 1536 × 1536 |
| Attached file dimensions | Not verified | 1536 × 1536 · PNG |
| Speed & reliability | ||
| Timing observation | Network-observed server wait: 11.5s · End-to-end reference: 13s | Network-observed server wait: 8.3s · End-to-end reference: 30.64s |
| Date & fixture | 2026-10-19 · 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 | No login in this test | No login in this test |
| Sign-in methods | No login required | No login required for 1536×1536 export; HD button prompts Google / GitHub / Email login |
| Manual adjustment | Not verified | Basic background color replacement on Erase.bg; no brush tool |
| Interaction observations | Provides rich pro controls in the workspace—Model (Generic 1 / Generic 2 / Humans / Clothes) and Function (Remove Background / Return Mask / Alpha Matting)—and presents a direct Download button with zero login popups. | 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 | QaamGo Web GmbH (Radolfzell, Germany) | Shopsense Retail Technologies Ltd. (Fynd / PixelBin, Reliance-backed) |
| Recorded origin | Radolfzell, Germany | Mumbai, India |
| Domain history record | 2016–Present | Launched 2021 |
| Background & reputation assessment | Developed and operated by QaamGo Web GmbH in Radolfzell, Germany (the same parent company behind PDF2Go and Online-Convert). | Shopsense Retail Technologies Ltd. (Fynd / PixelBin, backed by Reliance Industries, Mumbai, India). |
| External reputation record | Not verified | 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 | Not verified | PostHog · Google Analytics |
| Engineering & privacy assessment | Strictly follows EU GDPR rules, providing an immediate Delete Task button on the result page and automatic deletion within 24 hours. | Supports HTTPS, but in guest mode the page still displayed previous session upload history from the same browser profile. |
| Retention statement | Claims deletion within 24 hours; deletion not independently verified | Explicit retention period unconfirmed; inspect policy record |
| Evaluation basis | ||
| Pricing transparency | 33 / 35 Prominently promises '100% free · No signup required · AI-powered' on the landing page (01_landing.png); in our anonymous test with the 2048×2048 (6.1 MB) curly-hair portrait anchor, it exported the full 2048×2048 (4.2 MB) transparent PNG without login, downscaling, or watermark traps (02_result.png, 03_download.png). | 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 | 27 / 30 Provides rich pro controls in the workspace—Model (Generic 1 / Generic 2 / Humans / Clothes) and Function (Remove Background / Return Mask / Alpha Matting)—and presents a direct Download button with zero login popups. | 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 | 19 / 20 Developed and operated by QaamGo Web GmbH in Radolfzell, Germany (the same parent company behind PDF2Go and Online-Convert). | 21 / 25 Shopsense Retail Technologies Ltd. (Fynd / PixelBin, backed by Reliance Industries, Mumbai, India). |
| Engineering & privacy | 14 / 15 Strictly follows EU GDPR rules, providing an immediate Delete Task button on the result page and automatic deletion within 24 hours. | 11 / 15 Supports HTTPS, but in guest mode the page still displayed previous session upload history from the same browser profile. |
| Task quality | 54.8 / 65 2048×2048 full-resolution Alpha Ground-Truth verification: achieves 99.89% foreground recall (fg_recall = 0.9989) with only 0.80% background leak (bg_leak = 0.00802), trimap band error mad_band = 0.1370, and global SAD = 62.55k (54.8/65) | 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 Preserves 100% of the original 2048×2048 pixel grid and 8-bit RGBA alpha transparency without login or pre-downscaling (20.0/20) | 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 | 11 / 15 Processes the 6.1 MB portrait anchor in ~11.5s on its cloud segmentation pipeline (11.0/15) | 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) |
