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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 | Inpaint-web | WatermarkRemover.io | Switch / compare |
|---|---|---|---|
| Object removal | 83/100 2048×2048 (Full-Res Unwatermarked PNG) · Historical description; output not attached | 77/100 2048 × 2048 · PNG | Active task |
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Browse this task →| Criterion | Inpaint-web (Open-Source Browser WebGPU Inpainting) Object removal 83/100 Seven-aspect task score Free open-source, login-free and ad-free on-device processing exports full size; complex bookshelf repairs show blocky texture and need inspection. Tested export 2048×2048 (Full-Res Unwatermarked PNG) · Historical description; output not attached Historical test · 2026-10-16 | WatermarkRemover.io (Pixelbin AI Eraser) Object removal 77/100 Seven-aspect task score Login-free automatic detection has clear allowances and retains full size; only three free images are available, and solid opaque obstructions are not repaired well. Tested export 2048 × 2048 · PNG Historical test · 2026-10-17 |
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| Pricing & rules | ||
| Pricing plans | Inpaint-web in-browser open-source object removal and upscaling tool · 2026-10-21 Plan · source date Monthly / one-time Annual bill / period Quota & limits Inpaint-web Open-Source Free2026-10-21 ↗ Free Free Free Free open-source tool without login; unlimited local in-browser object removal and 4x upscaling with full-resolution unwatermarked export. 1 plan / billing-period records, all listed; — means that period is not recorded. Open-source free web tool (MIT License) powered by client-side WebGPU and WebAssembly. Models run locally in the browser with no registration, paid plans, or usage limits. Cancellation, sources & verification recordCompletely free open-source project with no accounts or billing. Inpaint-web official web workspace ↗ · 2026-10-21 Capture 1 ↗ | WatermarkRemover.io free, monthly, annual, one-time credit packs, and enterprise plans; USD · 2026-10-21 Plan · source date Monthly / one-time Annual bill / period Quota & limits Free Plan2026-10-21 ↗ Free Free Free 3 free credits and 3 free downloads per month (1 credit = 1 image = 2 PDF pages). Monthly 100 Credits2026-10-21 ↗ USD 9.99/month — Monthly 100 credits/month (1 credit/image; unused monthly credits expire at month-end). Monthly 200 Credits2026-10-21 ↗ USD 12.99/month — Monthly 200 credits/month (1 credit/image; unused monthly credits expire at month-end). Monthly 500 Credits2026-10-21 ↗ USD 19.99/month — Monthly 500 credits/month (1 credit/image; unused monthly credits expire at month-end). Monthly 1,000 Credits2026-10-21 ↗ USD 24.99/month — Monthly 1,000 credits/month (1 credit/image; unused monthly credits expire at month-end). Annual 1,200 Credits2026-10-21 ↗ — USD 44.99/year Annual 1,200 credits/year (billed annually at USD 44.99/year). Annual 2,400 Credits2026-10-21 ↗ — USD 69.99/year Annual 2,400 credits/year (billed annually at USD 69.99/year). Annual 6,000 Credits2026-10-21 ↗ — USD 99.99/year Annual 6,000 credits/year (billed annually at USD 99.99/year). Annual 12,000 Credits2026-10-21 ↗ — USD 159.99/year Annual 12,000 credits/year (billed annually at USD 159.99/year). One-Time 30 Credits2026-10-21 ↗ USD 8.99 · one-time payment Usage / one-time Usage / one-time 30 credits (1 credit/image). Rules [1] One-Time 50 Credits2026-10-21 ↗ USD 11.99 · one-time payment Usage / one-time Usage / one-time 50 credits (1 credit/image). Rules [1] One-Time 200 Credits2026-10-21 ↗ USD 24.99 · one-time payment Usage / one-time Usage / one-time 200 credits (1 credit/image). Rules [1] One-Time 500 Credits2026-10-21 ↗ USD 34.99 · one-time payment Usage / one-time Usage / one-time 500 credits (1 credit/image). Rules [1] Enterprise2026-10-21 ↗ Contact sales Quoted Quoted Custom volume and API solutions via sales@pixelbin.io. 14 plan / billing-period records, all listed; — means that period is not recorded. The official pricing page states "1 Credit = 1 Image = 2 PDF Pages" and lists the Free plan (3 free credits and 3 free downloads/month), four monthly subscriptions (100 / 200 / 500 / 1,000 credits/month), four annual subscriptions (1,200 / 2,400 / 6,000 / 12,000 credits/year), and four one-time credit packs valid for 1 year (30 / 50 / 200 / 500 credits). Cancellation, sources & verification recordSubscriptions auto-renew and can be cancelled anytime; the pricing page states that refunds are not provided due to AI costs, and one-time credit packs are valid for 1 year and non-refundable. WatermarkRemover.io official annual, monthly, and one-time credit pack pricing page ↗ · 2026-10-21 Capture 1 ↗ · Capture 2 ↗ |
| Free & trial allowance on the test date | 100% free and open-source; unlimited local browser inference and full-resolution exports | Anonymous visitors can process and download 3 full-resolution unwatermarked images for free, including free Remove Text / Remove Logo toggles |
| Cancellation & refunds | Completely free open-source project with no accounts or billing. | Subscriptions auto-renew and can be cancelled anytime; the pricing page states that refunds are not provided due to AI costs, and one-time credit packs are valid for 1 year and non-refundable. |
| Disclosure of costs & limits | Completely free and open-source with zero hidden charges | Clearly discloses the 5000×5000 max resolution and free quota rules on the landing screen |
| Task quality | ||
| Measured fixture results | Not verified | Not verified |
| Fixture findings | Processes locally with full-size export; smooth areas worked better than complex bookshelf texture. | Automatically handled text and logo overlays in this test; large opaque objects still need manual editing. |
| Original historical observation | Inpaint-web runs the MIGAN inpainting model locally in the browser via ONNX Runtime Web, erasing all 3 signs directly on the 2048×2048 image and exporting a full-size PNG without uploading a single byte to any server. Smooth wood surfaces restore cleanly, while complex bookshelves show lightweight client-model texture patterns. | Designed specifically for blind watermark removal, WatermarkRemover.io automatically locates and erases text and logo overlays without manual brushing while preserving 43.75 dB unmasked background fidelity at full 2048×2048 resolution; for solid opaque objects or pedestrians, pair it with its Try Manual Edit brush mode. |
| Suitable uses · historical assessment | Privacy-conscious users who require 100% local in-browser processing (zero cloud upload) and unlimited free 2048px+ unwatermarked exports | Users who need one-click no-login removal of semi-transparent watermarks, corner logos, or date stamps at full 2048px+ resolution |
| Result & output evidence | No native output obtained; the preview does not establish final export quality. | |
| Delivery capabilities | ||
| Recorded export specifications | 2048×2048 (Full-Res Unwatermarked PNG) · Historical description; output not attached · Check watermark record No native output is attached; check the evidence for specification and watermark claims. | 2048 × 2048 · PNG · No watermark in test |
| Historical specification note · not an official maximum | 2048×2048 (Full-Res Unwatermarked PNG) | 2048 × 2048 (full-size unwatermarked PNG) |
| Watermark observation | None (100% watermark-free) | No watermark (zero brand badge) |
| Batch & API | Supports multi-step history snapshots, hold-to-compare original, and built-in local 4x upscaling | Provides REST API, Webhooks, and Batch Mode |
| Recorded free-tier dimensions | Not verified | 2048 × 2048 |
| Attached file dimensions | Not verified | 2048 × 2048 · PNG |
| Speed & reliability | ||
| Timing observation | Recorded local processing time: 13.8s · End-to-end reference: 13.8s | Network-observed server wait: 7.8s · End-to-end reference: 9.4s |
| Date & fixture | 2026-10-16 · anchor_inpaint_v1 · US-West (California, AS2914) | 2026-10-17 · anchor_inpaint_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 registration or login required; works immediately in browser | Usable immediately without login (3 free credits); also supports Pixelbin account sign-in |
| Manual adjustment | Not verified | Manual erase / adjustment recorded in the historical flow |
| Interaction observations | Minimalist open-source workspace with zero popups, ads, or email gates; automatically preserves step-by-step history thumbnails along the top bar (02_workspace.png, 03_download.png). | Runs one-click automatic detection without login, offers free Remove Text / Remove Logo refinement toggles (03_download.png), and delivers the full-size unwatermarked PNG via Download Image with zero pop-up gates. |
| Background & reputation | ||
| Service lifecycle notice | Not verified | Not verified |
| Operator | Inpaint-web Open Source Project (lxfater) | Shopsense Retail Technologies Ltd. (Pixelbin.io / Reliance Retail) |
| Recorded origin | Open-Source Developer Community (GitHub: lxfater/inpaint-web) | Mumbai, India |
| Domain history record | 2023–Present (Flagship WebGPU client-side AI vision project) | Launched 2021, core product in the Pixelbin visual AI suite |
| Background & reputation assessment | Popular GitHub open-source project lxfater/inpaint-web powered by ONNX Runtime Web / WebGPU with fully auditable MIT-licensed source code. | Built and operated by Shopsense Retail Technologies Ltd. (Pixelbin.io visual AI platform under Reliance Retail, sibling to Erase.bg and Upscale.media) with SOC2, GDPR, and ISO certifications. |
| External reputation record | Not verified | Not verified |
| Engineering & privacy | ||
| Processing location | On-device processing | Uploaded for cloud processing |
| Third-party tracking record | Not verified | Not verified |
| Engineering & privacy assessment | 100% local browser-side WebGPU/WASM execution: once the ONNX model is cached in IndexedDB, all pixel processing happens inside local browser memory with zero server uploads. | Preserves full 2048×2048 resolution with zero client pre-downscaling, delivers results over encrypted delivery.pixelbin.io links, and expires temporary prediction URLs after 24 hours (1d). |
| Retention statement | This flow runs locally; post-close deletion not independently verified | Claims deletion within 24 hours; deletion not independently verified |
| Evaluation basis | ||
| Pricing transparency | 34 / 35 100% free open-source tool (01_landing.png): zero registration, zero login, unlimited runs, and no subscription paywalls. Clicking Download exports a native 2048×2048 unwatermarked PNG (03_download.png). | 31 / 35 Anonymous visitors can upload images up to 5000×5000 and export 3 full 2048×2048 unwatermarked PNGs for free without login (02_workspace.png, 03_download.png); batch processing and additional credits are clearly listed on the Pricing page. |
| Interaction restraint | 29 / 30 Minimalist open-source workspace with zero popups, ads, or email gates; automatically preserves step-by-step history thumbnails along the top bar (02_workspace.png, 03_download.png). | 28 / 30 Runs one-click automatic detection without login, offers free Remove Text / Remove Logo refinement toggles (03_download.png), and delivers the full-size unwatermarked PNG via Download Image with zero pop-up gates. |
| Background & reputation | 14 / 20 Popular GitHub open-source project lxfater/inpaint-web powered by ONNX Runtime Web / WebGPU with fully auditable MIT-licensed source code. | 19 / 20 Built and operated by Shopsense Retail Technologies Ltd. (Pixelbin.io visual AI platform under Reliance Retail, sibling to Erase.bg and Upscale.media) with SOC2, GDPR, and ISO certifications. |
| Engineering & privacy | 14 / 15 100% local browser-side WebGPU/WASM execution: once the ONNX model is cached in IndexedDB, all pixel processing happens inside local browser memory with zero server uploads. | 13 / 15 Preserves full 2048×2048 resolution with zero client pre-downscaling, delivers results over encrypted delivery.pixelbin.io links, and expires temporary prediction URLs after 24 hours (1d). |
| Task quality | 49.5 / 65 Masked GT Reconstruction (21.5/30: structural PSNR=14.63dB · SSIM=0.4166) · Unmasked Fidelity (17.5/20: zero pixel alteration outside brush strokes) · Texture Continuity (10.5/15: smooth wood table restoration, though complex bookshelf spines show stylized MIGAN block patterns) | 41 / 65 Inpainted Region PSNR vs 2048px GT: 12.75 dB · Inpainted SSIM: 0.642 · Unmasked Background Preservation PSNR: 43.75 dB |
| Deliverable specifications | 20 / 20 Exports native 2048×2048 full-resolution unwatermarked PNG without login (20/20) | 19.5 / 20 Watermarked or blocked free export (0/8); Export spec: 2048 × 2048 (full-size unwatermarked PNG) |
| Processing speed | 9.5 / 15 Client-side ONNX/WASM 2048×2048 local inference takes ~13.8s per stroke with 0.0s network upload overhead | 11 / 15 Network-observed server wait: 7.8s (API mode: cloud_auto_watermark_inpaint; end-to-end 9.4s shown for reference only, never penalized) |
