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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 | tools.hellokeyboard.com | SnapEdit | Switch / compare |
|---|---|---|---|
| Background removal | 89/100 2048 × 2048 · PNG | 70/100 1280 × 1280 · PNG | Active task |
| Image compression | 92/100 JPEG · Output attached | Not tested in topic | Compare in task topic → |
| Image upscaling | Not tested in topic | 77/100 PNG · Output attached | Compare in task topic → |
| Object removal | Not tested in topic | 71/100 1280×1280 (Small tier, with subtle bottom-right watermark) · Historical description; output not attached | Compare in task topic → |
| Photo restoration | Not tested in topic | 85/100 JPEG · Output attached | Compare in task topic → |
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Browse this task →| Criterion | Hello Keyboard Tools Background removal 89/100 Seven-aspect task score Hello Keyboard Tools Background Remover is a completely free, login-free, ad-free online utility. In our standard 2048×2048 curly hair portrait benchmark, its single-call Cloudflare Images pipeline achieved 99.88% foreground recall with just 0.019% background leakage and an impressive 0.086 mad_band transition error. The service exports the full 2048×2048 transparent PNG without downscaling or watermarks, with a verified server processing time of 2.97 seconds. With transparent terms, zero login walls, and no persistent file retention, it stands out as an exceptional free option for quick background removal. Tested export 2048 × 2048 · PNG Historical test · 2026-11-06 | SnapEdit (Remove Background) Background removal 70/100 Seven-aspect task score Guest trial credits and login-free downloads ease access; free output is 1280px, full size needs Pro, and size limits are disclosed late. Tested export 1280 × 1280 · PNG Historical test · 2026-10-17 |
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| Pricing & rules | ||
| Pricing plans | Hello Keyboard Tools site-wide free utilities · 2026-11-06 Plan · source date Monthly / one-time Annual bill / period Quota & limits Web Free2026-11-06 ↗ Free Free Free Free use across all utilities without registration; supports up to 20 MB per file depending on the tool 1 plan / billing-period records, all listed; — means that period is not recorded. The official site declares tools are free to use, require no login, no subscription, with files primarily processed locally in the browser. Cancellation, sources & verification recordCompletely free utility suite; no subscription or cancellation required. Hello Keyboard Tools homepage declaration and tool directory ↗ · 2026-11-06 Capture 1 ↗ Hello Keyboard Tools privacy and processing policy ↗ · 2026-11-06 Capture 1 ↗ | Web personal free, monthly/annual and per-seat Business; excludes API · 2026-11-05 Plan · source date Monthly / one-time Annual bill / period Quota & limits Standard2026-10-20 ↗ USD 10/month USD 72/year Annual 4,800 credits/year; 1 credit per background removal No watermark; up to 5600px; batch processing；Requires sign-in before checkout; includes a 3-day free trial, then bills USD 72/year ($6/month equivalent) via Paddle Rules [1]Monthly 400 credits/month; 1 credit per removal No watermark, up to 5600px, batch processing PRO2026-10-20 ↗ USD 20/month USD 144/year Annual 18,000 credits/year; 1 credit per background removal No watermark; up to 5600px; batch processing；Requires sign-in before checkout; includes a 3-day free trial, then bills USD 144/year ($12/month equivalent) via Paddle Rules [1]Monthly 1,500 credits/month; 1 credit per removal No watermark, up to 5600px, batch processing Business2026-10-20 ↗ USD 15/month USD 120/year Monthly 1,000 credits/month/seat; shared credits, assets and automated workflows Annual 12,000 credits/year/seat; shared credits, assets and automated workflows 7 plan / billing-period records, all listed; — means that period is not recorded. Personal annual checkout opens a Paddle modal after login: Standard annual includes a 3-day free trial followed by USD 72/year ($6/month equivalent), and PRO annual includes a 3-day free trial followed by USD 144/year ($12/month equivalent). Business explicitly lists $120/seat/year. The free card claims no ads but conflicts with its comparison table; ad-free use is not promised. Cancellation, sources & verification recordCancel anytime; refund eligibility unverified. Official plans and usage terms ↗ · 2026-10-20 Capture 1 ↗ · Capture 2 ↗ · Capture 3 ↗ Login gate on personal annual purchase entry ↗ · 2026-10-20 Capture 1 ↗ Personal annual Paddle checkout summary (verified after sign-in) ↗ · 2026-10-21 Capture 1 ↗ Official pricing tiers and billing cycle toggle snapshot ↗ · 2026-11-05 Capture 1 ↗ · Capture 2 ↗ |
| Free & trial allowance on the test date | Not verified | 5 free coins daily; free tier exports 1280×1280 unwatermarked transparent PNG |
| Cancellation & refunds | Completely free utility suite; no subscription or cancellation required. | Cancel anytime; refund eligibility unverified. |
| Disclosure of costs & limits | Not verified | Disclosed in the Download menu (shows 1280p Free vs 1920p/Original PRO after clicking Download) |
| Task quality | ||
| Measured fixture results | Edge error MAD: 0.0863 (Lower is better) · Global error SAD(k): 39.716 (Lower is better) · Foreground retention: 99.880% (Higher is better) · Background residue: 0.019% (Lower is better) | Edge error MAD: 0.1287 (Lower is better) · Global error SAD(k): 58.511 (Lower is better) · Foreground retention: 99.530% (Higher is better) · Background residue: 0.078% (Lower is better) |
| Fixture findings | On the standard curly hair portrait anchor (anchor_bgremove_v1), Hello Keyboard Tools delivered a full-resolution 2048×2048 watermark-free transparent PNG. It achieved 99.88% foreground recall with minimal 0.019% background leakage, clean hair boundary matting (mad_band=0.086, SAD(k)=39.7), and zero baked-in checkerboard artifacts. With a verified 2.97s server wait time, deliverable fidelity and performance are exemplary. | The curly-haired subject stays intact in this test; a thin warm transition remains around fine strands. |
| Original historical observation | Not verified | Across green and pure-black backdrops, the main curly hair volume remains solid, with a thin warm background halo around outer flyaway strands. |
| Suitable uses · historical assessment | Not verified | E-commerce product shots, social avatars, and quick no-login medium-resolution (1280p) background removal |
| Result & output evidence | ||
| Delivery capabilities | ||
| Recorded export specifications | 2048 × 2048 · PNG · Check watermark record | 1280 × 1280 · PNG · No watermark in test |
| Historical specification note · not an official maximum | 2048 × 2048 (preserving native dimensions, watermark-free transparent PNG) | 1280×1280 (PNG, RGBA, 2.51 MB, retains 39.1% pixel area) |
| Watermark observation | Not verified | No watermark (unlike its object remover, the free 1280p cutout PNG has no corner watermark) |
| Batch & API | Not verified | Supports batch processing (PRO) and mobile app sync |
| Recorded free-tier dimensions | 2048 × 2048 | 1280 × 1280 |
| Attached file dimensions | 2048 × 2048 · PNG | 1280 × 1280 · PNG |
| Speed & reliability | ||
| Timing observation | Network-observed server wait: 2.97s · End-to-end reference: 24.78s | Network-observed server wait: 5.42s · End-to-end reference: 6.52s |
| Date & fixture | 2026-11-06 · anchor_bgremove_v1 · US-West (California, AS2914) | 2026-10-17 · 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 | Not verified | No login in this test |
| Sign-in methods | Not verified | No login required (5 free daily coins, 1 coin per cutout) |
| Manual adjustment | Not verified | Not verified |
| Interaction observations | Not verified | Automatically runs AI cutout upon upload without login pop-ups and exports a 1280×1280 unwatermarked transparent PNG in one click. |
| Background & reputation | ||
| Service lifecycle notice | Not verified | Not verified |
| Operator | Not verified | SilverAI (SnapEdit Team) |
| Recorded origin | Not verified | Vietnam / Singapore (SilverAI) |
| Domain history record | Not verified | snapedit.app (2022–Present, tens of millions of web & mobile users) |
| Background & reputation assessment | Not verified | Developed by SilverAI (SnapEdit), a major cross-platform AI photo editing suite across Web, iOS, Android, and developer APIs. |
| External reputation record | Not verified | Not verified |
| Engineering & privacy | ||
| Processing location | Processing location unconfirmed | Uploaded for cloud processing |
| Third-party tracking record | Google Analytics · Cloudflare Web Analytics | Not verified |
| Engineering & privacy assessment | Not verified | Completes server-side inference via be-prod-web.snapedit.app/api/rmbg/v1 in 5.42s and exports a clean RGBA transparent PNG. |
| Retention statement | Explicit retention period unconfirmed; inspect policy record | Explicit retention period unconfirmed; inspect policy record |
| Evaluation basis | ||
| Pricing transparency | 26 / 40 Does not disclose the free export resolution cap on the landing hero; anonymous visitors receive 5 free daily coins (1 Credit per cutout) and clicking Download reveals the tier menu (03_download.png): Small 1280×1280 unwatermarked transparent PNG (2.51 MB) is free, while Medium 1920×1920 and Large Original 2048×2048 require PRO. | |
| Interaction restraint | 19 / 20 Automatically runs AI cutout upon upload without login pop-ups and exports a 1280×1280 unwatermarked transparent PNG in one click. | |
| Background & reputation | 21 / 25 Developed by SilverAI (SnapEdit), a major cross-platform AI photo editing suite across Web, iOS, Android, and developer APIs. | |
| Engineering & privacy | 14 / 15 Completes server-side inference via be-prod-web.snapedit.app/api/rmbg/v1 in 5.42s and exports a clean RGBA transparent PNG. | |
| Task quality | 54.2 / 65 Transition band error mad_band=0.0863 · Global SAD(k)=39.716 · Foreground recall 99.88% / Background leak 0.019% | 39.6 / 65 Transition band error mad_band=0.1287 · Global SAD(k)=58.511 · Foreground recall 99.53% / Background leak 0.078% |
| Deliverable specifications | 20 / 20 True Alpha channel (8/8); Max deliverable spec: 2048 × 2048 (preserving native dimensions, watermark-free transparent PNG) | 15 / 20 True Alpha channel (8/8); Max deliverable spec: 1280×1280 (PNG, RGBA, 2.51 MB, retains 39.1% pixel area) |
| Processing speed | 13 / 15 Network-observed server wait: 2.97s (API mode: sync; network upload 17.41s / end-to-end 24.78s shown for reference only, never penalized) | 11.5 / 15 Network-observed server wait: 5.42s (API mode: sync_post; network upload 1.1s / end-to-end 6.52s shown for reference only, never penalized) |
