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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 | siphotoeditor.com | Cutout.pro | Switch / compare |
|---|---|---|---|
| Background removal | Not tested in topic | 81/100 2048 × 2048 · PNG | Compare in task topic → |
| Image upscaling | Not tested in topic | 87/100 750×750 (PNG · 1.46x Free Preview) · Historical description; output not attached | Compare in task topic → |
| Object removal | Not tested in topic | 73/100 510×510 (No-Login Free PNG); 2048×2048 HD (1 Credit) · Historical description; output not attached | Compare in task topic → |
| Image generation | Not tested in topic | 87/100 1024×1024 (Unwatermarked JPEG, 667KB) · Historical description; output not attached | Compare in task topic → |
| Photo restoration | 90/100 JPEG · Output attached | 68/100 JPEG · Output attached | Active task |
| AI product background | 71/100 JPEG · Output attached | Not tested in topic | Compare in task topic → |
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Browse this task →| Criterion | SiPhotoEditor Photo restoration 90/100 Seven-aspect task score SiPhotoEditor uses non-subscription pay-as-you-go credits (40 free signup credits; packs from $9.90) and its 'Restore old photo' preset with Seedream 5 Flash (9 credits/edit) automatically heals all 5 heavy creases and dust spots (20.84 dB scratch PSNR) while exporting a 2048×2048 watermark-free 2K portrait in ~30s after email or Google sign-in. Tested export JPEG · Output attached Historical test · 2026-11-05 | Cutout.Pro Photo restoration 68/100 Seven-aspect task score Sharpens blurry portraits in 6.06s (22.23 dB PSNR) with login-free 750×750 watermark-free export (1024px costs 1 credit), but does not heal creases. Tested export JPEG · Output attached Historical test · 2026-10-26 |
|---|---|---|
| Pricing & rules | ||
| Pricing plans | SiPhotoEditor sitewide editing credit packs; initial trial and one-time credit plans · 2026-10-28 Plan · source date Monthly / one-time Annual bill / period Quota & limits New User Trial2026-10-28 ↗ Free trial Trial Trial 40 initial signup credits, covering ~4 basic edits (one-time trial, non-recurring) Starter Pack2026-10-28 ↗ USD 9.9 · one-time payment Usage / one-time Usage / one-time 1,100 credits (incl. 100 bonus), 24 to 122 edits, no expiration date Creator Pack2026-10-28 ↗ USD 29.9 · one-time payment Usage / one-time Usage / one-time 3,600 credits (incl. 600 bonus), 80 to 400 edits, no expiration date Studio Pack2026-10-28 ↗ USD 79.9 · one-time payment Usage / one-time Usage / one-time 10,400 credits (incl. 2,400 bonus), 231 to 1,155 edits, no expiration date 4 plan / billing-period records, all listed; — means that period is not recorded. 40 signup credits via Google OAuth; credit packs are non-subscription and never expire; edits cost 9-45 credits depending on model with auto-refund on failure. Cancellation, sources & verification recordCancellation and refund terms unverified SiPhotoEditor official homepage and editor ↗ · 2026-10-28 Capture 1 ↗ SiPhotoEditor official pricing plans and model credit rates ↗ · 2026-10-28 Capture 1 ↗ | Web image removal: free, all expanded monthly tiers and packs; API priced separately · 2026-10-20 Plan · source date Monthly / one-time Annual bill / period Quota & limits 2,400 credits2026-10-20 ↗ USD 108/month — Monthly 2,400 credits/month; removal 1 credit/image Rules [1] 5,600 credits2026-10-20 ↗ USD 239/month — Monthly 5,600 credits/month; removal 1 credit/image Rules [1] 10,000 credits2026-10-20 ↗ USD 399/month — Monthly 10,000 credits/month; removal 1 credit/image Rules [1] 15,000 credits2026-10-20 ↗ USD 549/month — Monthly 15,000 credits/month; removal 1 credit/image Rules [1] 25,000 credits2026-10-20 ↗ USD 859/month — Monthly 25,000 credits/month; removal 1 credit/image Rules [1] 50,000 credits2026-10-20 ↗ USD 1,599/month — Monthly 50,000 credits/month; removal 1 credit/image Rules [1] 75,000 credits2026-10-20 ↗ USD 2,299/month — Monthly 75,000 credits/month; removal 1 credit/image Rules [1] 150,000 credits2026-10-20 ↗ USD 4,049/month — Monthly 150,000 credits/month; removal 1 credit/image Rules [1] 250,000 credits2026-10-20 ↗ USD 5,749/month — Monthly 250,000 credits/month; removal 1 credit/image Rules [1] 1,000,000 credits2026-10-20 ↗ USD 20,000/month — Monthly 1,000,000 credits/month; removal 1 credit/image Rules [1] 2,000,000 credits2026-10-20 ↗ USD 34,000/month — Monthly 2,000,000 credits/month; removal 1 credit/image Rules [1] 30 credits2026-10-20 ↗ USD 4.99 · one-time payment Usage / one-time Usage / one-time 30 credits; removal 1 credit/image Rules [2] 300 credits2026-10-20 ↗ USD 39 · one-time payment Usage / one-time Usage / one-time 300 credits; removal 1 credit/image Rules [2] 900 credits2026-10-20 ↗ USD 79 · one-time payment Usage / one-time Usage / one-time 900 credits; removal 1 credit/image Rules [2] 3,000 credits2026-10-20 ↗ USD 199 · one-time payment Usage / one-time Usage / one-time 3,000 credits; removal 1 credit/image Rules [2] 30,000 credits2026-10-20 ↗ USD 1,399 · one-time payment Usage / one-time Usage / one-time 30,000 credits; removal 1 credit/image Rules [2] 5,000,000 credits2026-10-20 ↗ USD 37,500 · one-time payment Usage / one-time Usage / one-time 5,000,000 credits; removal 1 credit/image Rules [2] 25 plan / billing-period records, all listed; — means that period is not recorded. High-volume tiers expanded; removal costs 1 credit/image, other operations differ. Taxes are not stated on the cards. Cancellation, sources & verification recordDowngrade, upgrade or cancel anytime; advertised 14-day money-back guarantee subject to terms. Official plans and usage terms ↗ · 2026-10-20 Capture 1 ↗ |
| Free & trial allowance on the test date | New accounts receive 40 non-expiring free credits; Seedream 5 Flash costs 9 credits per restoration (up to 4 free 2K exports) | Unlimited guest 750×750 watermark-free downloads; new accounts receive 5 free credits for full-resolution exports |
| Cancellation & refunds | Not verified | Downgrade, upgrade or cancel anytime; advertised 14-day money-back guarantee subject to terms. |
| Disclosure of costs & limits | Upfront disclosure of the 40 free credits and exact per-model credit cost (9–45 credits) before running | Displays exact pixel dimensions for Free Download (750 × 750) vs. HD Download (1024 × 1024) upfront |
| Task quality | ||
| Measured fixture results | Global PSNR: 23.02 dB · SSIM: 0.8601 · Scratch repair PSNR: 20.84 dB | Global PSNR: 22.23 dB · SSIM: 0.8224 · Scratch repair PSNR: 6.22 dB |
| Fixture findings | On the 1024×1024 degraded portrait anchor, it completely removes all 5 white creases and 45 dust specks across the face, hair, and sweater (20.84 dB scratch PSNR), restores crisp facial detail (24.00 dB face PSNR, 0.8601 SSIM), and upscales output to 2048×2048 (2×). | Improves portrait and background sharpness (22.23 dB PSNR, 0.5222 edge correlation) while leaving the 5 synthetic creases unhealed (6.22 dB scratch PSNR). |
| Original historical observation | Selecting the 'Restore old photo' preset with Seedream 5 Flash completely heals all 5 white creases and 45 dust specks across the forehead, cheek, curls, and sweater (scratch_psnr = 20.84 dB) while restoring sharp facial features and upscaling to 2048×2048 (face_psnr = 24.00 dB, SSIM = 0.8601). | Cutout.Pro noticeably denoises and sharpens the eyes, lips, and bookshelf background (global PSNR = 22.23 dB, SSIM = 0.8224, edge_corr = 0.5222), but does not inpaint the 5 white creases (scratch_psnr = 6.22 dB) (result.png, download.png). |
| Suitable uses · historical assessment | Users who need one-click automatic removal of heavy creases, scratches, and dust spots (20.84 dB scratch PSNR) combined with 2048×2048 2K portrait restoration without recurring subscriptions | Sharpens blurry portraits in 6.06s without login (22.23 dB global PSNR, 0.5222 edge correlation) with direct 750×750 watermark-free JPEG export, though it performs deblurring only and does not automatically inpaint creases (6.22 dB scratch PSNR). |
| Result & output evidence | ||
| Delivery capabilities | ||
| Recorded export specifications | JPEG · Output attached · No watermark in test | JPEG · Output attached · No watermark in test |
| Historical specification note · not an official maximum | 2048×2048 (2.0× 2K watermark-free JPEG · 745 KB) | 750×750 (0.73× free watermark-free preview · 115.3 KB; 1024×1024 HD costs 1 Credit) |
| Watermark observation | Watermark-free | Watermark-free |
| Batch & API | Supports iterative single-image prompt restoration and model switching; no public REST API | Offers commercial REST APIs and desktop/mobile batch tools |
| Recorded free-tier dimensions | 2048 × 2048 | 750 × 750 |
| Attached file dimensions | Not verified | Not verified |
| Speed & reliability | ||
| Timing observation | Network-observed server wait: 30.03s · End-to-end reference: 34.79s | Network-observed server wait: 6.06s · End-to-end reference: 7.51s |
| Date & fixture | 2026-11-05 · anchor_restore_v1 · US-West (California, AS2914) | 2026-10-26 · anchor_restore_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 | Account required in this test | No login in this test |
| Sign-in methods | Supports email magic link or Google OAuth sign-in to claim 40 free starter credits | Login-free direct upload and 750×750 export (optional Google / Facebook / email login) |
| Manual adjustment | Manual erase / adjustment recorded in the historical flow | Not verified |
| Interaction observations | Provides a one-click 'Restore old photo' quick-edit chip, clearly shows remaining credits (31 -> 22) and per-model cost (9 credits for Seedream 5 Flash), and offers a Before/After split slider with direct 2048×2048 watermark-free JPEG export. | Clean workspace with side-by-side comparison and direct free-tier download without popup ad traps. |
| Background & reputation | ||
| Service lifecycle notice | Not verified | Not verified |
| Operator | SiPhotoEditor Team | LibAI Lab / Cutout.Pro (shared infrastructure with PromeAI) |
| Recorded origin | Not verified | Founded in Hangzhou, China / Global Operations |
| Domain history record | Not verified | Launched 2021 |
| Background & reputation assessment | Independent global AI photo editor without full corporate disclosure, but provides comprehensive Terms, Refund Policy, and Content guidelines with dedicated support email. | Operated by LibAI / Cutout.Pro, a widely adopted visual AI platform with web apps and commercial APIs. |
| External reputation record | Not verified | Not verified |
| Engineering & privacy | ||
| Processing location | Uploaded for cloud processing | Uploaded for cloud processing |
| Third-party tracking record | Google OAuth · Waffo Pancake · Creem | Google Analytics · Google Ads Conversion |
| Engineering & privacy assessment | Strips EXIF location metadata in-browser prior to upload, dispatches restoration jobs via /api/uploads and /api/jobs to Seedream 5 Flash 2K, and provides an immediate Delete button in workspace. | Completes cloud enhancement in 6.06s and serves temporary outputs over signed CDN links. |
| Retention statement | Explicit retention period unconfirmed; inspect policy record | Explicit retention period unconfirmed; inspect policy record |
| Evaluation basis | ||
| Pricing transparency | 33 / 35 Highly transparent pricing: one-time credit packs with explicit non-subscription and non-expiring terms; detailed matrix of 8 foundation models charging 9-45 credits per edit with automatic refund on job failure. | 28 / 35 Automatically processes guest uploads and clearly lists "Free Download (750 × 750 · JPG)" alongside "HD Download (1024 × 1024 · 1 Credit)", exporting a 750×750 watermark-free JPEG directly without login (landing.png, result.png, download.png). |
| Interaction restraint | 27 / 30 Provides a one-click 'Restore old photo' quick-edit chip, clearly shows remaining credits (31 -> 22) and per-model cost (9 credits for Seedream 5 Flash), and offers a Before/After split slider with direct 2048×2048 watermark-free JPEG export. | 26 / 30 Clean workspace with side-by-side comparison and direct free-tier download without popup ad traps. |
| Background & reputation | 14 / 20 Independent global AI photo editor without full corporate disclosure, but provides comprehensive Terms, Refund Policy, and Content guidelines with dedicated support email. | 17.5 / 20 Operated by LibAI / Cutout.Pro, a widely adopted visual AI platform with web apps and commercial APIs. |
| Engineering & privacy | 13.5 / 15 Strips EXIF location metadata in-browser prior to upload, dispatches restoration jobs via /api/uploads and /api/jobs to Seedream 5 Flash 2K, and provides an immediate Delete button in workspace. | 13 / 15 Completes cloud enhancement in 6.06s and serves temporary outputs over signed CDN links. |
| Task quality | 60.1 / 65 Deterministic evaluation on the 1024×1024 degraded portrait anchor (anchor_restore_v1): exports at 2048×2048 (2.0× upscale), scratch mask PSNR = 20.84 dB (completely healing all 5 white creases and 45 dust specks vs 6.02 dB input baseline), face ROI PSNR = 24.00 dB, global PSNR = 23.02 dB, SSIM = 0.8601, edge correlation = 0.6072, HF ratio = 0.5901 (60.1/65). | 34 / 65 Deterministic inspection on our 1024×1024 degraded portrait anchor (anchor_restore_v1): exports 750×750 (0.73×), scratch-mask PSNR = 6.22 dB (vs. 6.02 dB degraded baseline), portrait face ROI PSNR = 22.19 dB, global PSNR = 22.23 dB, SSIM = 0.8224, edge gradient correlation = 0.5222, high-frequency ratio = 0.5123 (34.0/65) |
| Deliverable specifications | 20 / 20 Directly exports a 2048×2048 (2.0×) watermark-free 2K JPEG (745 KB) using 9 of the 40 free signup credits (20.0/20). | 14 / 20 Exports a 750×750 watermark-free JPEG (115,342 bytes, 0.73× linear scale) without login; full 1024×1024 resolution requires 1 credit (14.0/20) |
| Processing speed | 11 / 15 Async cloud restoration job (/api/jobs/5vagu5nh6eyjvj3zwlsieabz64) completed in 30.03s server wait with 4.76s upload time (11.0/15). | 13 / 15 Cloud portrait deblurring and sharpening completes in 6.06s server wait (13.0/15) |

