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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 | Upscale.media | seaart.ai | Switch / compare |
|---|---|---|---|
| Background removal | Not tested in topic | 84/100 2048 × 2048 · PNG | Compare in task topic → |
| Image upscaling | 89/100 1024×1024 (PNG · 2.0x Super Resolution) · Historical description; output not attached | 79/100 1024 × 1024 · PNG | Active task |
| Object removal | Not tested in topic | 86/100 2048 × 2048 · PNG | Compare in task topic → |
| Image generation | Not tested in topic | 83/100 WEBP · Output attached | Compare in task topic → |
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Browse this task →| Criterion | Upscale.media (by PixelBin) Image upscaling 89/100 Seven-aspect task score Free 2× watermark-free downloads are smooth with clear paid tiers and good detail; 4× and 8× cost extra, alongside ads and product promotions. Tested export 1024×1024 (PNG · 2.0x Super Resolution) · Historical description; output not attached Historical test · 2026-10-16 | SeaArt (AI Image Upscaler) Image upscaling 79/100 Seven-aspect task score SeaArt AI Upscaler offers Precise and Creative modes, delivering a clean 1024x1024 watermark-free image (PSNR 26.47 dB, SSIM 0.8810) at 2K. While inference and queue latency took ~80s, structural fidelity and text preservation remain solid, consuming 40 daily free credits. Tested export 1024 × 1024 · PNG Historical test · 2026-11-04 |
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| Pricing & rules | ||
| Pricing plans | Upscale.media 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 per upscale conversion). Monthly 200 Credits2026-10-21 ↗ USD 11.99/month — Monthly 200 credits/month (1 credit per conversion; unused monthly credits expire at month-end). Monthly 600 Credits2026-10-21 ↗ USD 17.99/month — Monthly 600 credits/month (1 credit per conversion; unused monthly credits expire at month-end). Monthly 1,000 Credits2026-10-21 ↗ USD 23.99/month — Monthly 1,000 credits/month (1 credit per conversion; unused monthly credits expire at month-end). Monthly 2,500 Credits2026-10-21 ↗ USD 34.99/month — Monthly 2,500 credits/month (1 credit per conversion; unused monthly credits expire at month-end). Annual 3,000 Credits2026-10-21 ↗ — USD 49.99/year Annual 3,000 credits/year (billed annually at USD 49.99/year). Annual 7,500 Credits2026-10-21 ↗ — USD 69.99/year Annual 7,500 credits/year (billed annually at USD 69.99/year). Annual 15,000 Credits2026-10-21 ↗ — USD 99.99/year Annual 15,000 credits/year (billed annually at USD 99.99/year). Annual 30,000 Credits2026-10-21 ↗ — USD 119.99/year Annual 30,000 credits/year (billed annually at USD 119.99/year). One-Time 60 Credits2026-10-21 ↗ USD 7.99 · one-time payment Usage / one-time Usage / one-time 60 credits (1 credit per conversion). Rules [1] One-Time 125 Credits2026-10-21 ↗ USD 11.99 · one-time payment Usage / one-time Usage / one-time 125 credits (1 credit per conversion). Rules [1] One-Time 500 Credits2026-10-21 ↗ USD 29.99 · one-time payment Usage / one-time Usage / one-time 500 credits (1 credit per conversion). Rules [1] One-Time 1,200 Credits2026-10-21 ↗ USD 54.99 · one-time payment Usage / one-time Usage / one-time 1,200 credits (1 credit per conversion). Rules [1] One-Time 2,500 Credits2026-10-21 ↗ USD 84.99 · one-time payment Usage / one-time Usage / one-time 2,500 credits (1 credit per conversion). Rules [1] Enterprise2026-10-21 ↗ Contact sales Quoted Quoted Custom volume and API solutions via sales@pixelbin.io. 15 plan / billing-period records, all listed; — means that period is not recorded. The official pricing page lists the Free plan (3 free credits and 3 free downloads per month; 1 conversion = 1 credit), four monthly subscriptions (200 / 600 / 1,000 / 2,500 credits/month), four annual subscriptions (3,000 / 7,500 / 15,000 / 30,000 credits/year), and five one-time credit packs valid for 1 year (60 / 125 / 500 / 1,200 / 2,500 credits). Cancellation, sources & verification recordSubscriptions auto-renew and can be cancelled anytime; the pricing page explicitly states that refunds are not provided due to AI compute costs, and one-time credit packs are valid for 1 year and non-refundable. Upscale.media official annual, monthly, and one-time credit pack pricing page ↗ · 2026-10-21 Capture 1 ↗ · Capture 2 ↗ | SeaArt.ai Stamina and VIP subscription model · 2026-11-01 Plan · source date Monthly / one-time Annual bill / period Quota & limits Free Tier (Daily Stamina)2026-11-01 ↗ Free Free Free ~150 daily Stamina refreshed every 24 hours Base image generation, upscaling, background removal, and community models；Unused stamina resets daily; standard queue; excludes custom LoRA training；Refreshes daily, no renewal；Perpetual access Standard VIP2026-11-01 ↗ Monthly price not verified — Monthly Higher daily Stamina allowance, bonus coins, and fast-track queues Fast-track generation, concurrent tasks, and commercial licensing；Pricing visible inside account store (typically approx $9.99/mo)；Auto-renews monthly；Active during billing month 2 plan / billing-period records, all listed; — means that period is not recorded. Uses daily regenerating Stamina (~150/day free) plus persistent Coins; paid plans include Standard VIP (~$9.99/mo), Pro (~$29.99/mo), and SVIP tiers detailed within account portals. Verification has gaps; unknown prices and quotas are not inferred. Cancellation, sources & verification recordCancellation and refund terms unverified SeaArt AI Official Homepage and Community ↗ · 2026-11-01 Capture 1 ↗ |
| Free & trial allowance on the test date | 3 free no-login 2x (1024×1024) unwatermarked upscales; 4x and 8x display a Crown icon requiring a PixelBin subscription | Daily login grants Stamina; 2K upscale consumes 40 computing points |
| Cancellation & refunds | Subscriptions auto-renew and can be cancelled anytime; the pricing page explicitly states that refunds are not provided due to AI compute costs, and one-time credit packs are valid for 1 year and non-refundable. | Not verified |
| Disclosure of costs & limits | Crown icons on 4x/8x buttons clearly indicate paid tiers upfront | Credit consumption disclosed upfront before processing |
| Task quality | ||
| Measured fixture results | Tested scale: 2× | Tested scale: 2× |
| Fixture findings | The tested 2× output was watermark-free with some edge recovery, at 1024px. | Achieves PSNR 26.47 dB and SSIM 0.8810 under 2K Precise mode, preserving intact REALTEST 2026 text with clean native 1024x1024 watermark-free export. |
| Original historical observation | PSNR=27.57dB · SSIM=0.8918 (2x 1024×1024 unwatermarked PNG); ranks #1 in PSNR and SSIM among all 2x free upscalers with edge_corr=0.6496, hf_ratio=0.5289, and a blazing 1.74s Network-observed server wait. | Plaque spelling REALTEST 2026 is complete and orderly, brass robot torso and ceramic cup highlights are well-preserved, overall PSNR=26.47 dB, SSIM=0.8810. |
| Suitable uses · historical assessment | Everyday office and e-commerce users seeking instant 1.7s no-login 2x lossless super-resolution | Users needing daily 2K super-resolution enhancement with available free Stamina |
| Result & output evidence | No native output obtained; the preview does not establish final export quality. | |
| Delivery capabilities | ||
| Recorded export specifications | 1024×1024 (PNG · 2.0x Super Resolution) · Historical description; output not attached · Check watermark record No native output is attached; check the evidence for specification and watermark claims. | 1024 × 1024 · PNG · No watermark in test |
| Historical specification note · not an official maximum | 1024×1024 (2.0x · Free without login; 4x/8x require PixelBin paid plan) | 1024×1024 (PNG · 2.0x Free Tier) |
| Watermark observation | 100% Watermark-Free | Completely watermark-free |
| Batch & API | Bulk transformation, real-time URL super-resolution, and REST API via PixelBin.io | Supports web interface and API batch calls |
| Recorded free-tier dimensions | Not verified | 1024 × 1024 |
| Attached file dimensions | Not verified | 1024 × 1024 · PNG |
| Speed & reliability | ||
| Timing observation | Network-observed server wait: 1.74s · End-to-end reference: 3.54s | Network-observed server wait: 80.66s · End-to-end reference: 80.66s |
| Date & fixture | 2026-10-16 · anchor_upscale_v1 · US-West (California, AS2914) | 2026-11-04 · anchor_upscale_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 | Account required in this test |
| Sign-in methods | No login required for 2x; optional sign-in via console.pixelbin.io | Google / Email Login |
| Manual adjustment | Not verified | Not verified |
| Interaction observations | Smooth no-login 2x workflow; displays standard banner ads and a PixelBin promotion bar without obstructing the download button. | Clean dual-mode interface offering Precise and Creative modes across 2K/4K/6K/8K tiers with zero intrusive popups. |
| Background & reputation | ||
| Service lifecycle notice | Not verified | Not verified |
| Operator | PixelBin.io / Shopsense Retail Technologies Ltd. (Reliance Retail) | STAR CLOUD PTE. LTD. (SeaArt) |
| Recorded origin | Mumbai, India | Singapore |
| Domain history record | 2021–Present | 2023–Present |
| Background & reputation assessment | Operated by Shopsense Retail Technologies Ltd. (PixelBin.io / Reliance Retail subsidiary, Mumbai, India—the same enterprise cloud behind Erase.bg), holding SOC 2, ISO 27001, and GDPR certifications. | Operated by STAR CLOUD PTE. LTD. (Singapore), with an active community, extensive model ecosystem, and sound compliance policies. |
| External reputation record | Not verified | Active global AIGC community with millions of creator-published styles and LoRA assets across mobile and web. |
| Engineering & privacy | ||
| Processing location | Uploaded for cloud processing | Uploaded for cloud processing |
| Third-party tracking record | Not verified | Google Tag Manager · Cloudflare · Stripe |
| Engineering & privacy assessment | Backed by PixelBin's `delivery.pixelbin.io/predictions/outputs/1d/sr/upscaleRestricted/` edge pipeline with an explicit 24-hour (`1d`) auto-expiring storage bucket. | Full HTTPS encryption across all endpoints, providing task management and one-click data deletion. |
| Retention statement | Claims deletion within 24 hours; deletion not independently verified | Explicit retention period unconfirmed; inspect policy record |
| Evaluation basis | ||
| Pricing transparency | 31 / 35 Anonymous guests uploading an image on the landing page (Screenshot ①) receive a 2x (1024×1024) super-resolution output in 1.74s and can directly download a 100% watermark-free PNG (Screenshot ②); 4x and 8x buttons clearly display a Crown icon indicating a paid upgrade (Screenshot ③). | 25 / 35 Dual Stamina consumption system clearly labels the 40-credit cost for 2K upscaling (subscription tiers accessible upon login). Transparency is solid. |
| Interaction restraint | 24 / 30 Smooth no-login 2x workflow; displays standard banner ads and a PixelBin promotion bar without obstructing the download button. | 24 / 30 Clean dual-mode interface offering Precise and Creative modes across 2K/4K/6K/8K tiers with zero intrusive popups. |
| Background & reputation | 17 / 20 Operated by Shopsense Retail Technologies Ltd. (PixelBin.io / Reliance Retail subsidiary, Mumbai, India—the same enterprise cloud behind Erase.bg), holding SOC 2, ISO 27001, and GDPR certifications. | 16 / 20 Operated by STAR CLOUD PTE. LTD. (Singapore), with an active community, extensive model ecosystem, and sound compliance policies. |
| Engineering & privacy | 14 / 15 Backed by PixelBin's `delivery.pixelbin.io/predictions/outputs/1d/sr/upscaleRestricted/` edge pipeline with an explicit 24-hour (`1d`) auto-expiring storage bucket. | 13.5 / 15 Full HTTPS encryption across all endpoints, providing task management and one-click data deletion. |
| Task quality | 57.5 / 65 PSNR vs 2048px GT: 27.57 dB · SSIM: 0.8918 · Edge Gradient Correlation: 0.6496 · High-Freq Sharpness Ratio: 0.5289 · Calibration Plate PSNR: 15.96 dB | 55 / 65 PSNR vs 2048px GT: 26.47 dB · SSIM: 0.881 · Edge Gradient Correlation: 0.6014 · High-Freq Sharpness Ratio: 0.4547 · Calibration Plate PSNR: 15.23 dB |
| Deliverable specifications | 18 / 20 No free unwatermarked export (0/8); Free scale factor: 2x (1024×1024 (2.0x · Free without login; 4x/8x require PixelBin paid plan)) | 18 / 20 No free unwatermarked export (0/8); Free scale factor: 2x (1024×1024 (PNG · 2.0x Free Tier)) |
| Processing speed | 14.5 / 15 Network-observed server wait: 1.74s (API mode: sync_post; end-to-end 3.54s shown for reference only, never penalized) | 6.5 / 15 Network-observed server wait: 80.66s (API mode: async_poll; end-to-end 80.66s shown for reference only, never penalized) |
