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The Best Video Upscaling Software in 2026

We researched video upscaling software from official websites, including pricing pages, plan tables and product documentation. Products are ranked on their core upscaling job, value for money and verified features such as output resolution, enhancement modes, processing limits and platform support. This guide focuses on video upscaling software.

Our top picks

  1. Top ranked

    Topaz Video#1 of 40
    8.9/10

    A broad AI toolkit for editors working with low-quality, legacy, or demanding video.

  2. Runner-up

    8.8/10

    A broad AI video toolkit with 8K output and a free preview, but a high monthly entry price.

    Free plan · 7-day trial

  3. Top-ranked free plan

    TensorPix#5 of 40
    8.4/10

    A flexible web upscaler with free access, 4x enhancement, and API tiers.

    Free plan

Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.

The full ranking 40 tools, best first

40 tools
  1. Best forProfessional editors needing broad enhancement tools

    A broad AI toolkit for editors working with low-quality, legacy, or demanding video.

    • Frame interpolation
    • Batch processing
    • AI enhancement
    8.9/10★★★★☆
    Visit Topaz Video
  2. Best forUsers wanting broad platform coverage and a free plan

    A broad AI video toolkit with 8K output and a free preview, but a high monthly entry price.

    • Frame interpolation
    • Batch processing
    • AI enhancement
    8.8/10★★★★☆
    Visit HitPaw VikPea
  3. Best forDesktop users needing restoration and privacy

    A capable local video restoration suite for Windows and macOS, without a free plan.

    • Frame interpolation
    • Batch processing
    • AI enhancement
    8.6/10★★★★☆
    Visit AVCLabs
  4. Pixop

    Best forStudios processing archives through web or API

    A broad video restoration platform for studios handling archives and delivery workflows.

    • Frame interpolation
    • Batch processing
    • AI enhancement
    8.5/10★★★★☆
    Visit Pixop
  5. TensorPix

    Best forBudget-conscious web and API users

    A flexible web upscaler with free access, 4x enhancement, and API tiers.

    • Frame interpolation
    • Batch processing
    • AI enhancement
    8.4/10★★★★☆
    Visit TensorPix
  6. Video2X

    Best forTechnical users wanting free open-source upscaling

    A flexible local upscaling toolkit for technical users who want open-source control.

    • Frame interpolation
    • AI enhancement
    8.2/10★★★★☆
    Visit Video2X
  7. Best forCloud users wanting Topaz workflows

    A focused cloud editor for AI upscaling, interpolation, HDR conversion, and slow motion.

    • Frame interpolation
    • Batch processing
    • AI enhancement
    8.1/10★★★★☆
    Visit Topaz for Web
  8. Best forCasual users needing free cross-device access

    A flexible browser-based upscaler for casual users who need broad device access.

    • Frame interpolation
    • AI enhancement
    8.0/10★★★★☆
    Visit Media.io
  9. Best forDesktop users wanting offline enhancement

    A capable offline video enhancer for Windows and macOS, with paid plans starting at $99 yearly.

    • Frame interpolation
    • Batch processing
    • AI enhancement
    7.9/10★★★★☆
    Visit Aiarty
  10. Best forWindows users needing 8K and high-frame-rate output

    A Windows-only upscaler with 8K output, 120 FPS interpolation, and batch processing.

    • Frame interpolation
    • Batch processing
    • AI enhancement
    7.8/10★★★★☆
    Visit Nero
  11. Best forUsers wanting upscaling plus general video tools

    A broad desktop AI toolkit for 4K upscaling, restoration, conversion, and editing.

    • Frame interpolation
    • Batch processing
    7.7/10★★★★☆
    Visit Winxvideo AI
  12. Best forEnterprise streaming and self-hosted deployments

    A developer-focused upscaling service for GPU-powered media pipelines, not casual video enhancement.

    • AI enhancement
    7.6/10★★★★☆
    Visit NVIDIA
  13. Best forUsers needing specialized models and 16K capability

    A flexible AI upscaler with four models, local, cloud, and browser workflows.

    • AI enhancement
    7.6/10★★★★☆
    Visit UniFab
  14. Refocused

    Best forMac, Windows, and Linux restoration workflows

    A three-platform desktop tool for local 4× upscaling, restoration, and 8K output.

    • Frame interpolation
    • AI enhancement
    7.5/10★★★★☆
    Visit Refocused
  15. Best forDesktop users seeking a low-cost lifetime license

    A Windows and macOS desktop enhancer with 4K upscaling and a $49.95 lifetime license.

    • Frame interpolation
    • Batch processing
    • AI enhancement
    7.3/10★★★★☆
    Visit AnyMP4
  16. Best forWindows users wanting simple one-time AI upscaling

    A Windows desktop upscaler with local processing and a one-time $89 license.

    • AI enhancement
    7.2/10★★★★☆
    Visit PixBim
  17. Best forOccasional users wanting low-cost cloud upscaling

    Cloud and desktop video enhancement with free access and one-time GPU-point packs.

    • Frame interpolation
    • Batch processing
    • AI enhancement
    7.1/10★★★★☆
    Visit BigMP4
  18. Best forWindows users needing classic filter pipelines

    A Windows upscaler with extensive filter pipelines, batch processing, and local codec support.

    • Batch processing
    7.0/10★★★★☆
    Visit Infognition
  19. Best forFree users needing batch and multi-backend processing

    A capable free option for local batch enhancement across Windows, macOS, and Linux.

    • Frame interpolation
    • Batch processing
    • AI enhancement
    6.9/10★★★☆☆
    Visit REAL Video
  20. Best forFree users needing queues and broad GPU support

    A free, open-source desktop upscaler with queues, presets, interpolation, and broad GPU support.

    • Frame interpolation
    • Batch processing
    • AI enhancement
    6.8/10★★★☆☆
    Visit VideoAscend
  21. Best forDevelopers and technical open-source users

    A technical, free toolkit for programmable image and video super-resolution.

    • Batch processing
    6.7/10★★★☆☆
    Visit Real-ESRGAN
  22. Best forWindows users processing anime and animated media

    A capable free personal-use upscaler for Windows anime and animated media.

    • Batch processing
    6.6/10★★★☆☆
    Visit site
  23. Anime4K

    Best forAnime viewers and creators

    A focused desktop upscaler for improving anime during playback.

    • AI enhancement
    6.5/10★★★☆☆
    Visit Anime4K
  24. Best forTechnical users enhancing anime video with model controls

    A configurable local upscaler for anime workflows, with image and video inference.

    6.4/10★★★☆☆
    Visit Real-CUGAN
  25. Best forWindows users wanting free queue-based processing

    A local Windows upscaler with AI enhancement, batch queues, and resumable video jobs.

    • Batch processing
    • AI enhancement
    6.3/10★★★☆☆
    Visit QualityScaler
  26. NextGenUp

    Best forFree offline users needing image and video tools

    A free offline upscaler with strong media tools, but no frame interpolation.

    • Batch processing
    • AI enhancement
    6.2/10★★★☆☆
    Visit NextGenUp
  27. Best forWindows users wanting simple local batch upscaling

    A capable open-source Windows upscaler for local batch image and video work.

    • Batch processing
    • AI enhancement
    6.1/10★★★☆☆
    Visit Upscaly Studio
  28. Best forCasual web users needing watermark-free exports

    A capable web upscaler for watermark-free exports, with single-video processing only.

    • Frame interpolation
    • AI enhancement
    6.0/10★★★☆☆
    Visit GoEnhance
  29. Best forUsers wanting a basic cloud enhancement service

    A cloud-based enhancer for basic video restoration, with commercial terms handled by sales.

    • Frame interpolation
    • AI enhancement
    5.9/10★★★☆☆
    Visit AImages
  30. Best forTechnical users adapting a super-resolution CLI

    A configurable, free CLI for GPU-accelerated image upscaling, not a complete video workflow.

    • AI enhancement
    5.8/10★★★☆☆
    Visit SRMD
  31. Best forCreators wanting upscaling alongside generative video tools

    A broad AI video studio with upscaling, but not a dedicated enhancement specialist.

    5.7/10★★★☆☆
    Visit Vmake Labs
  32. Pollo AI

    Best forCreators seeking generation with secondary enhancement tools

    A broad AI creation suite with enhancement tools, mobile apps, and API access.

    5.6/10★★★☆☆
    Visit Pollo AI
  33. Vidnoz AI

    Best forTeams focused on avatar video creation

    A fit for avatar video creation, not a verified video upscaling tool.

    5.5/10★★★☆☆
    Visit Vidnoz AI
  34. Clipfly

    Best forCreators focused on generated and edited video

    A video creation suite for generated and edited content, not a verified upscaler.

    5.4/10★★★☆☆
    Visit Clipfly
  35. Dzine

    Best forCreators focused on AI image generation and editing

    A capable image creation suite, but it does not meet video upscaling needs.

    Free plan Our Dzine verdict → Visit Dzine
    5.3/10★★★☆☆
    Visit Dzine
  36. Fotor

    Best forPhoto editors who do not need video upscaling

    A multi-platform photo editor with batch and AI tools, not a video upscaler.

    Free plan Our Fotor verdict → Visit Fotor
    5.2/10★★★☆☆
    Visit Fotor
  37. Best forMobile photo editors seeking occasional video tools

    A freemium mobile photo editor with broad AI tools and general video enhancement.

    5.1/10★★★☆☆
    Visit YouCam Perfect
  38. Best forImage-focused users who occasionally need enhancement

    A capable image enhancement suite, but not a dedicated video upscaling tool.

    5.0/10★★☆☆☆
    Visit neural.love
  39. Best forCreators who need AI face swapping

    A flexible face-swapping suite, but not a video-resolution upscaler.

    4.9/10★★☆☆☆
    Visit Remaker AI
  40. Best forUsers who need backup rather than video upscaling

    A capable backup tool, but not a video upscaling product.

    4.8/10★★☆☆☆
    Visit Nero

No tools match those filters.

Compare at a glance

#ToolFree planPaid fromMax output resolutionAI enhancementFrame interpolationBatch processingScore
1Topaz VideoNo$25/mo8kYesYesYes8.9
2HitPaw VikPeaYes$99.99/yr8kYesYesYes8.8
3AVCLabs Video Enhancer AINo$119.95/yr8kYesYesYes8.6
4PixopNo8kYesYesYes8.5
5TensorPixYes$5.50/mo4kYesYesYes8.4
6Video2XYesFreeYesYes8.2
7Topaz for WebNo$299/yr4kYesYesYes8.1
8Media.io AI Video UpscalerYes4kYesYes8.0
9Aiarty Video EnhancerNo$99/yr4kYesYesYes7.9
10Nero AI Video UpscalerNo$84.95/yr8kYesYesYes7.8
11Winxvideo AINo$59.95/device/yr4kYesYes7.7
12NVIDIA Video Super Resolution NIMYes$4,500/device/yr8kYes7.6
13UniFab Video Upscaler AINo$129.99 one-time8kYes7.6
14RefocusedNo$64.99 one-time8kYesYes7.5
15AnyMP4 Video Enhancement$25/mo4kYesYesYes7.3
16Pixbim Video Upscale AINo$89 one-time4kYes7.2
17BigMP4 Video EnhancerYes$6/unit one-time8kYesYesYes7.1
18Infognition Video EnhancerYesFreeYes7.0
19REAL Video EnhancerYesFreeYesYesYes6.9
20VideoAscendYesFree4kYesYesYes6.8
21Real-ESRGANYesFreeYes6.7
22Waifu2x-Extension-GUIYesYes6.6
23Anime4KYesFree4kYes6.5
24Real-CUGANYesFree6.4
25QualityScalerFreeYesYes6.3
26NextGenUpYesFree4kYesNoYes6.2
27Upscaly StudioYesFreeYesYes6.1
28GoEnhance AI Video UpscalerYes4kYesYesNo6.0
29AImages Video Enhancer4kYesYes5.9
30SRMD-ncnn-vulkanYesFreeYesNoNo5.8
31Vmake LabsYes5.7
32Pollo AIYes$15/mo5.6
33Vidnoz AIYes5.5
34ClipflyYes5.4
35DzineYes$8.99/mo5.3
36FotorYes5.2
37YouCam PerfectYes5.1
38neural.love5.0
39Remaker AIYes4.9
40Nero BackItUpNo4.8

Head-to-head All 28 comparisons →

Explore other topics All topics →

How we rank video upscaling software

Every tool on this page was researched by iTechGuides Editors from its official website — pricing pages, plan tables and product documentation. We rank on how well each one does this category's core job, what the free or entry plan includes, and where it falls short. Where we have enough verified facts, the score out of 10 is a rubric — job fit, value and how much we could verify — shown with its breakdown on every tool's page; a tool we have not verified enough to score yet shows its rank without a number. Scores are re-checked when a product changes its plans. Read the full editorial policy, or submit a tool we missed.

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update