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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 | MyEdit | Switch / compare |
|---|---|---|---|
| Background removal | 89/100 2048 × 2048 · PNG | 67/100 2048 × 2048 · PNG | Active task |
| Image compression | 92/100 JPEG · Output attached | Not tested in topic | Compare in task topic → |
| Image upscaling | Not tested in topic | 67/100 2048 × 2048 · PNG | Compare in task topic → |
| Object removal | Not tested in topic | 57/100 2048 × 2048 · PNG | Compare in task topic → |
| Image generation | Not tested in topic | 88/100 JPEG · Output attached | Compare in task topic → |
| Photo restoration | Not tested in topic | 54/100 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 | CyberLink MyEdit Background Remover Background removal 67/100 Seven-aspect task score The preview shows detailed hair, but a CyberLink account is demanded at download; this guest run obtained no export and free access is limited. Tested export 2048 × 2048 · 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 image/video free, monthly, annual and both credit-pack classes; excludes audio-only subscriptions · 2026-10-20 Plan · source date Monthly / one-time Annual bill / period Quota & limits Free2026-10-20 ↗ Free Free Free Free watermark-free transparent PNG/blurred-background downloads; one new-background download/day A free account is required to download; premium backgrounds require subscription. Daily transparent-cutout cap is not quantified Creator Pro2026-10-20 ↗ USD 18/month USD 84/year Annual 500 credits/month Monthly 500 general AI credits/month Studio Pro2026-10-20 ↗ USD 22/month USD 108/year Annual 800 credits/month Monthly 800 general AI credits/month Free User Pack · 502026-10-20 ↗ USD 12 · one-time payment Usage / one-time Usage / one-time 50 general AI credits; total calculated as count × published unit price Rules [1] [2] Free User Pack · 1002026-10-20 ↗ USD 20 · one-time payment Usage / one-time Usage / one-time 100 general AI credits; total calculated as count × published unit price Rules [1] [2] Free User Pack · 2002026-10-20 ↗ USD 36 · one-time payment Usage / one-time Usage / one-time 200 general AI credits; total calculated as count × published unit price Rules [1] [2] Free User Pack · 5002026-10-20 ↗ USD 70 · one-time payment Usage / one-time Usage / one-time 500 general AI credits; total calculated as count × published unit price Rules [1] [2] Free User Pack · 10002026-10-20 ↗ USD 120 · one-time payment Usage / one-time Usage / one-time 1000 general AI credits; total calculated as count × published unit price Rules [1] [2] Free User Pack · 20002026-10-20 ↗ USD 200 · one-time payment Usage / one-time Usage / one-time 2000 general AI credits; total calculated as count × published unit price Rules [1] [2] Free User Pack · 50002026-10-20 ↗ USD 400 · one-time payment Usage / one-time Usage / one-time 5000 general AI credits; total calculated as count × published unit price Rules [1] [2] Premium User Pack · 502026-10-20 ↗ USD 6 · one-time payment Usage / one-time Usage / one-time 50 general AI credits; total calculated as count × published unit price Rules [1] [2] Premium User Pack · 1002026-10-20 ↗ USD 10 · one-time payment Usage / one-time Usage / one-time 100 general AI credits; total calculated as count × published unit price Rules [1] [2] Premium User Pack · 2002026-10-20 ↗ USD 18 · one-time payment Usage / one-time Usage / one-time 200 general AI credits; total calculated as count × published unit price Rules [1] [2] Premium User Pack · 5002026-10-20 ↗ USD 35 · one-time payment Usage / one-time Usage / one-time 500 general AI credits; total calculated as count × published unit price Rules [1] [2] Premium User Pack · 10002026-10-20 ↗ USD 60 · one-time payment Usage / one-time Usage / one-time 1000 general AI credits; total calculated as count × published unit price Rules [1] [2] Premium User Pack · 20002026-10-20 ↗ USD 100 · one-time payment Usage / one-time Usage / one-time 2000 general AI credits; total calculated as count × published unit price Rules [1] [2] Premium User Pack · 50002026-10-20 ↗ USD 200 · one-time payment Usage / one-time Usage / one-time 5000 general AI credits; total calculated as count × published unit price Rules [1] [2] 19 plan / billing-period records, all listed; — means that period is not recorded. The feature FAQ confirms watermark-free transparent PNG/blurred-background downloads with a free account; replacing with a new background allows one free download per day, while premium backgrounds require a subscription. The pricing table says Limited without quantifying daily transparent-PNG limits. General AI credits or the one-daily replacement limit are not applied to transparent cutouts. Verification has gaps; unknown prices and quotas are not inferred. Cancellation, sources & verification recordCancellation and refund terms follow official checkout and help policies. Official plans and usage terms ↗ · 2026-10-20 Capture 1 ↗ · Capture 2 ↗ · Capture 3 ↗ Current plans and free limits ↗ · 2026-10-20 Capture 1 ↗ Removal download and free-use rules ↗ · 2026-10-20 Capture 1 ↗ |
| Free & trial allowance on the test date | Not verified | Guests can preview for free; logging into a CyberLink account grants 1 free unwatermarked download per day |
| Cancellation & refunds | Completely free utility suite; no subscription or cancellation required. | Cancellation and refund terms follow official checkout and help policies. |
| Disclosure of costs & limits | Not verified | Login requirement is disclosed only after clicking "Download No Watermark" |
| 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: 0.1303 (Lower is better) · Global error SAD(k): 48.335 (Lower is better) · Foreground retention: 99.560% (Higher is better) · Background residue: 0.007% (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. | Natural hair transitions with little residue; watermark-free download required login in this test. |
| Original historical observation | Not verified | MyEdit delivers top-tier curly hair matting (MAD 0.1303, 0.007% green leak) with crisp semi-transparent strands, but blocks guest downloads behind a CyberLink login modal. |
| Suitable uses · historical assessment | Not verified | Users with a CyberLink account who need 1 high-precision portrait hair cutout per day |
| Result & output evidence | ||
| Delivery capabilities | ||
| Recorded export specifications | 2048 × 2048 · PNG · Check watermark record | 2048 × 2048 · PNG · No watermark in test |
| Historical specification note · not an official maximum | 2048 × 2048 (preserving native dimensions, watermark-free transparent PNG) | 2048 × 2048 (Full-res canvas layer; login required for 1 free daily download) |
| Watermark observation | Not verified | No watermark (login required to export) |
| Batch & API | Not verified | Single-image web editor; batch processing via PhotoDirector desktop |
| Recorded free-tier dimensions | 2048 × 2048 | 2048 × 2048 |
| Attached file dimensions | 2048 × 2048 · PNG | 2048 × 2048 · PNG |
| Speed & reliability | ||
| Timing observation | Network-observed server wait: 2.97s · End-to-end reference: 24.78s | Network-observed server wait: 6.2s · End-to-end reference: 8s |
| 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 | Account required in this test |
| Sign-in methods | Not verified | CyberLink email/password, Google, Facebook, or Apple login |
| Manual adjustment | Not verified | Not verified |
| Interaction observations | Not verified | Allows guests to upload and wait 6.2s for cloud matting and backdrop previews, then gates the final download behind account login. |
| Background & reputation | ||
| Service lifecycle notice | Not verified | Not verified |
| Operator | Not verified | CyberLink Corp. (TWSE: 5203) |
| Recorded origin | Not verified | New Taipei City, Taiwan |
| Domain history record | Not verified | 2022–present (Parent founded 1996) |
| Background & reputation assessment | Not verified | Developed by CyberLink Corp. (TWSE: 5203, founded 1996, maker of PowerDirector and PhotoDirector). |
| 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 | Cloud inference returns a tight 1728x1928 RGBA cutout aligned onto the 2048x2048 Fabric.js canvas, with file export tied to an authenticated session. |
| Retention statement | Explicit retention period unconfirmed; inspect policy record | Explicit retention period unconfirmed; inspect policy record |
| Evaluation basis | ||
| Pricing transparency | 19 / 35 The landing page (01_landing.png) claims "Transparent and blurred results download free with no watermark" and displays a blue "Download No Watermark" button in the workspace (02_workspace.png); however, clicking it as a guest immediately triggers a mandatory "Sign in With a CyberLink Account" modal (03_download.png). | |
| Interaction restraint | 17 / 30 Allows guests to upload and wait 6.2s for cloud matting and backdrop previews, then gates the final download behind account login. | |
| Background & reputation | 19 / 20 Developed by CyberLink Corp. (TWSE: 5203, founded 1996, maker of PowerDirector and PhotoDirector). | |
| Engineering & privacy | 7 / 15 Cloud inference returns a tight 1728x1928 RGBA cutout aligned onto the 2048x2048 Fabric.js canvas, with file export tied to an authenticated session. | |
| 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% | 52.5 / 65 Outstanding matting accuracy on the 2048x2048 ground-truth anchor: transition-band MAD = 0.1303, global SAD = 48.335k, foreground recall 99.56%, and near-zero chroma-green background leak (0.007%) (52.5/65) |
| Deliverable specifications | 20 / 20 True Alpha channel (8/8); Max deliverable spec: 2048 × 2048 (preserving native dimensions, watermark-free transparent PNG) | 5 / 20 Generates a full 2048x2048 RGBA cutout layer in the workspace, but unauthenticated guests are blocked from downloading without logging in (5.0/20) |
| 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 Cloud matting inference completes in ~6.20s for a 2048x2048 input (11.5/15) |
