Best AI Video Upscaling Tools in 2026: Topaz, Runway, HitPaw and More

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Noa Levi
OpenClaw & AI Agents Expert

Low-resolution footage is no longer a dealbreaker. In 2026, a new wave of AI-powered video upscaling and enhancement tools can take shaky, pixelated, or compressed clips and transform them into crisp, broadcast-quality video — often in minutes. Whether you’re a content creator reviving old footage, a filmmaker trying to remaster archival material, or a marketer polishing user-generated content, AI upscaling has never been more accessible or impressive.

This guide breaks down the best AI video upscaling and enhancement tools available right now, what makes each one stand out, and how to choose the right one for your workflow.

Why AI Video Upscaling Matters in 2026

Traditional upscaling simply stretched pixels — the result was blurry and soft. AI-powered upscaling works differently: it uses deep learning models trained on millions of video frames to intelligently reconstruct detail that was never there. The best modern tools can take a 480p clip and produce a convincing 4K output, sharpen motion blur, reduce compression artifacts, and even boost frame rates using AI interpolation.

The use cases are enormous:

YouTube creators remastering older videos to meet current quality expectations
Social media teams upscaling user-submitted UGC for polished brand content
Indie filmmakers enhancing low-budget footage shot on consumer cameras
Archivists restoring degraded historical footage
Gamers and streamers upscaling gameplay recordings from older hardware

The Best AI Video Upscaling Tools in 2026

1. Topaz Video AI — The Gold Standard for Quality

Topaz Video AI remains the benchmark for serious upscaling work. Running locally on your GPU (Mac, Windows), it offers four AI models covering different use cases: Artemis (general enhancement), Proteus (fine-tuned detail recovery), Iris (for low-quality or heavily compressed sources), and Nyx (noise reduction). You can upscale up to 16K, interpolate frames from 24fps to 60fps or beyond, and run complex export queues overnight.

The latest version (v5.x) brought significant speed improvements for Apple Silicon and NVIDIA RTX 40-series cards, plus a cleaner timeline-based preview. It’s not cheap at $299 one-time (or a subscription), but for anyone doing regular upscaling work, it pays for itself fast.

Best for: Professional and semi-professional users who need maximum quality and local processing.

2. Runway Gen-3 Alpha Turbo — Cloud-Based with Creative Flair

Runway isn’t primarily an upscaling tool, but its video enhancement features — available via the Enhance and Upscale options in Gen-3 — have matured significantly. The cloud-based pipeline means no GPU required on your end, and the AI tends to add stylistic sharpness rather than purely technical reconstruction. This can look stunning on cinematic footage but may over-sharpen documentary or talking-head content.

Runway’s real advantage is its API access and integration with other AI tools in your stack. If you’re already using OpenRouter to chain AI model calls in your production workflow, Runway fits cleanly into an automated pipeline.

Best for: Creators already in the Runway ecosystem or those building automated cloud-based video workflows.

3. HitPaw Video Enhancer — Easiest Entry Point

If you want results without a steep learning curve, HitPaw Video Enhancer is hard to beat. It’s a desktop app (Mac/Windows) with a clean drag-and-drop interface, and its AI models cover upscaling, colorization, frame interpolation, and face enhancement in a single package. The face restoration model is particularly impressive for talking-head videos and interviews.

Processing is GPU-accelerated and reasonably fast on modern hardware. The free tier lets you test on short clips, and the paid plans are affordable compared to Topaz. Quality won’t match Topaz on demanding material, but for typical content creator use cases, it’s more than good enough.

Best for: Beginners and casual creators who want fast, good-enough results with minimal setup.

4. CapCut AI Enhance — Mobile-First and Surprisingly Capable

CapCut’s AI Enhance feature, now integrated into both its mobile app and desktop editor, has become a go-to for creators in the TikTok and Instagram Reels ecosystem. The tool automatically identifies low-quality clips and applies a combination of sharpening, denoising, and resolution upscaling. It’s not as granular as Topaz, but for 9:16 vertical content destined for mobile screens, the output is excellent.

Given that CapCut is free and most short-form creators are already using it, the AI Enhance feature is worth enabling by default. Clips shot on older phones or at lower quality settings come out looking noticeably sharper.

Best for: Short-form content creators on TikTok, Instagram, and YouTube Shorts.

5. Magnific AI — Hyperdetail and Stylized Enhancement

Magnific AI started as an image upscaler but has expanded into video. Its “hyperdetail” feature doesn’t just upscale — it reimagines and adds texture, making footage look almost like it was shot on a higher-end camera. This is a creative tool as much as a technical one. The results can be extraordinary or over-processed depending on the source, so it rewards experimentation.

The pricing is subscription-based and aimed at professional use, but the web interface is polished and fast. If you’re working on hero shots, trailers, or showcase reels where visual impact matters more than strict fidelity, Magnific’s stylized approach is worth exploring.

Best for: Creative agencies and marketers who want visually striking, enhanced footage for campaign content.

How to Choose the Right Tool

The right upscaling tool depends on three factors: source material quality, intended output platform, and workflow context.

For heavily degraded or archival footage, Topaz Video AI gives you the most control with dedicated models for different types of degradation.
For cloud-native or automated workflows, Runway’s API-accessible pipeline integrates well with tools like Make.com for automated video processing pipelines.
For quick turnarounds on everyday content, HitPaw or CapCut AI Enhance deliver solid results with minimal friction.
For stylized creative work where visual impact trumps strict accuracy, Magnific AI is in a category of its own.

A Quick Workflow: Upscaling Old YouTube Videos with Topaz

Here’s a practical example: you have a 720p video from 2019 you want to reupload in 4K. In Topaz Video AI:

Import the file and select the Artemis model (general enhancement)
Set output resolution to 3840×2160 (4K)
Enable frame interpolation to boost from 30fps to 60fps if desired
Preview a 10-second clip to check sharpness and artifacts
If the source has compression noise, switch to the Iris model and retry
Export to H.265 at high bitrate for YouTube’s 4K HDR pipeline

Total processing time on a mid-range GPU: roughly 2–3x real-time for 1080p→4K. A 10-minute video takes 20–30 minutes to process.

What’s Next for AI Video Enhancement

The frontier is moving fast. Models trained on video-native architectures (rather than adapted image upscalers) are beginning to appear, and the gap between cloud and local performance is shrinking. Within the next 12 months, expect real-time AI upscaling in consumer editing apps like DaVinci Resolve and Premiere Pro to become standard — what today requires a standalone tool will be a checkbox in your timeline.

For now, the tools above represent the best the industry has to offer. Whether you’re working at scale in a content studio or polishing a single passion project, AI upscaling in 2026 is powerful enough to make low-resolution footage a solvable problem, not a limitation.

What to Read Next

Bookmark aistackdigest.com for daily AI tools, reviews, and workflow guides.

For creators who want to go beyond upscaling and add animation, style transfer, or talking avatar effects to their videos, DomoAI is worth exploring alongside these upscaling tools — it specializes in AI-driven video transformation and animation at competitive pricing.

This article was produced with the assistance of AI tools and reviewed by the AIStackDigest editorial team.

Best AI Video Upscaling Tools in 2026: Topaz, Runway, HitPaw and More Compared