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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 | Picsart | Switch / compare |
|---|---|---|---|
| Background removal | 89/100 2048 × 2048 · PNG | 88/100 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 | 87/100 1024×1024 (PNG · 2.0x Free Tier) · Historical description; output not attached | Compare in task topic → |
| Photo restoration | Not tested in topic | 69/100 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 | Picsart Background Remover Background removal 88/100 Seven-aspect task score Free full-size export without login stays on one page, with good hair handling; multiple marketing analytics scripts are loaded. Tested export 2048 × 2048 · PNG Historical test · 2026-10-16 |
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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 Pro and all public Ultra credit volumes; per Ultra seat · 2026-11-05 Plan · source date Monthly / one-time Annual bill / period Quota & limits Pro2026-10-20 ↗ USD 15/month USD 126/year Monthly 250 general credits/month; batch editing up to 50 images Annual 250 general credits/month; Ultra billed per seat Rules [1] Ultra 1,0002026-10-20 ↗ USD 45/month USD 480/year Annual 1,000 general credits/month; Ultra billed per seat Rules [1] Monthly 1,000 general credits/month/seat; batch editing up to 100 images Ultra 1,5002026-10-20 ↗ USD 75/month USD 720/year Annual 1,500 general credits/month; Ultra billed per seat Rules [1] Monthly 1,500 general credits/month/seat; batch editing up to 100 images Ultra 3,0002026-10-20 ↗ USD 129/month USD 1,440/year Annual 3,000 general credits/month; Ultra billed per seat Rules [1] Monthly 3,000 general credits/month/seat; batch editing up to 100 images Ultra 6,0002026-10-20 ↗ USD 255/month USD 2,880/year Annual 6,000 general credits/month; Ultra billed per seat Rules [1] Monthly 6,000 general credits/month/seat; batch editing up to 100 images Ultra 9,0002026-10-20 ↗ USD 379/month USD 4,320/year Annual 9,000 general credits/month; Ultra billed per seat Rules [1] Monthly 9,000 general credits/month/seat; batch editing up to 100 images 13 plan / billing-period records, all listed; — means that period is not recorded. Six annual charges verified in single-seat checkout. The current public pricing page lists Pro/Ultra without a free removal count. It says add-on credits never expire but does not quote their purchase prices, which remain unconfirmed. Annual prices are per seat; tax depends on billing address. Verification has gaps; unknown prices and quotas are not inferred. Cancellation, sources & verification recordCancel anytime in account subscription settings Official pricing verification and model updates (2026-11) ↗ · 2026-11-05 Capture 1 ↗ · Capture 2 ↗ Official plans and usage terms ↗ · 2026-10-20 Capture 1 ↗ · Capture 2 ↗ · Capture 3 ↗ · Capture 4 ↗ · Capture 5 ↗ · Capture 6 ↗ · Capture 7 ↗ · Capture 8 ↗ · Capture 9 ↗ · Capture 10 ↗ · Capture 11 ↗ · Capture 12 ↗ · Capture 13 ↗ Annual payment summaries for each volume ↗ · 2026-10-20 Capture 1 ↗ · Capture 2 ↗ · Capture 3 ↗ · Capture 4 ↗ · Capture 5 ↗ · Capture 6 ↗ Official plans and add-on credit rules ↗ · 2026-10-20 Capture 1 ↗ |
| Free & trial allowance on the test date | Not verified | Single-image web background removal is free at full resolution without login; batch processing and advanced AI generation require Picsart Plus/Pro |
| Cancellation & refunds | Completely free utility suite; no subscription or cancellation required. | Cancel anytime in account subscription settings |
| Disclosure of costs & limits | Not verified | Discloses free high-resolution export upfront and delivers in one click |
| 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: 0.0969 (Lower is better) · Global error SAD(k): 36.673 (Lower is better) · Foreground retention: 99.830% (Higher is better) · Background residue: 0.040% (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. | Full-size output without login and natural hair transitions in this test; other subjects still need separate checks. |
| Original historical observation | Not verified | Curly hair transitions are clean and natural (mad_band=0.0969, SAD(k)=36.67) with 99.83% foreground recall and only 0.04% background leak—ranking near the very top among tools that export full 2048×2048 resolution without login. |
| Suitable uses · historical assessment | Not verified | Creators and e-commerce sellers who want a no-login 2048×2048 full-resolution export combined with strong curly-hair edge quality (mad_band=0.0969) |
| 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 (one-click guest export delivers full 2048×2048 watermark-free true-Alpha PNG) |
| Watermark observation | Not verified | None |
| Batch & API | Not verified | Supports Batch Editor (requires paid subscription) |
| 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: 2.45s · End-to-end reference: 23.8s |
| Date & fixture | 2026-11-06 · anchor_bgremove_v1 · US-West (California, AS2914) | 2026-10-16 · 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 for full 2048×2048 original-resolution export |
| Manual adjustment | Not verified | In-page solid/gradient/AI background switcher; clicking 'Edit Image' opens full eraser and layer studio |
| Interaction observations | Not verified | Provides direct 'Download' and 'Edit Image' buttons right on the landing page without forcing a heavy editor redirect or mandatory sign-in (high-frequency guest uploads may occasionally trigger a 1-click Google reCAPTCHA check; saved filename ends in .jpg though binary format is RGBA PNG). |
| Background & reputation | ||
| Service lifecycle notice | Not verified | Not verified |
| Operator | Not verified | Picsart Inc. (Miami / San Francisco, USA) |
| Recorded origin | Not verified | Miami & San Francisco, USA (Backed by SoftBank Vision Fund & Sequoia Capital) |
| Domain history record | Not verified | Founded 2011 (15-year track record) |
| Background & reputation assessment | Not verified | Picsart Inc. (Founded 2011 in Miami / San Francisco, global creative unicorn with 150M+ monthly active creators and 700M+ backgrounds removed). |
| External reputation record | Not verified | One of the world's largest mobile and web creative platforms (4.9/5 on Trustpilot). |
| Engineering & privacy | ||
| Processing location | Processing location unconfirmed | Uploaded for cloud processing |
| Third-party tracking record | Google Analytics · Cloudflare Web Analytics | Google Analytics · Google reCAPTCHA · OneTrust |
| Engineering & privacy assessment | Not verified | Asynchronous cloud pipeline via upload.picsart.com/files (2.45s server time); landing page loads standard marketing attribution and analytics scripts. |
| Retention statement | Explicit retention period unconfirmed; inspect policy record | Explicit retention period unconfirmed; inspect policy record |
| Evaluation basis | ||
| Pricing transparency | 40 / 40 Landing page promises 'Free Background Remover · High Resolution Export' and delivers a full 2048×2048 watermark-free transparent image (5.15MB) without requiring login. | |
| Interaction restraint | 18 / 20 Provides direct 'Download' and 'Edit Image' buttons right on the landing page without forcing a heavy editor redirect or mandatory sign-in (high-frequency guest uploads may occasionally trigger a 1-click Google reCAPTCHA check; saved filename ends in .jpg though binary format is RGBA PNG). | |
| Background & reputation | 24 / 25 Picsart Inc. (Founded 2011 in Miami / San Francisco, global creative unicorn with 150M+ monthly active creators and 700M+ backgrounds removed). | |
| Engineering & privacy | 11 / 15 Asynchronous cloud pipeline via upload.picsart.com/files (2.45s server time); landing page loads standard marketing attribution and analytics scripts. | |
| 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% | 52.3 / 65 Transition band error mad_band=0.0969 · Global SAD(k)=36.673 · Foreground recall 99.83% / Background leak 0.040% |
| Deliverable specifications | 20 / 20 True Alpha channel (8/8); Max deliverable spec: 2048 × 2048 (preserving native dimensions, watermark-free transparent PNG) | 20 / 20 True Alpha channel (8/8); Max deliverable spec: 2048×2048 (one-click guest export delivers full 2048×2048 watermark-free true-Alpha PNG) |
| 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) | 13 / 15 Network-observed server wait: 2.45s (API mode: async; network upload 10.83s / end-to-end 23.8s shown for reference only, never penalized) |
