Wan original · 720pAI PIXELL · 4K upscale
Fox Shrine Night
Lantern-lit shrine, silver-haired heroine, glowing fox spirit, falling snow.
Upscale Wan video to 4K · 8K · 16K
Clean up the residual noise, flicker and softness of Wan footage rendered locally in ComfyUI with non-generative post-processing — up to 16K, without touching the original.
Where Wan video hits a quality ceiling
Wan is an open-weight model you can generate with for free and unlimited, but running it on local GPUs leaves clear limits in output quality.
Low-res local output
VRAM limits push many to render at 720p–1080p, so detail is missing from the start.
VRAM-limited flicker
Trimmed settings to save memory make inter-frame shimmer and flicker stand out.
Few-step residual noise
Fewer sampling steps for faster runs leave residual noise and smeared, soft textures.
What AI PIXELL does
Real resolution increase
Not stretching — it restores detail up to 4K, 8K and 16K (max 16K).
Non-generative, original untouched
The AI never repaints. Only existing information is sharpened — no face or detail distortion.
Noise & artifact cleanup
Removes diffusion residual noise, compression blocking and frame flicker via denoise.
No length limit · one-time purchase
15 seconds or an hour, no limit. A lifetime license instead of a subscription.
The blur disappears,
real detail comes back
Lift low-res Wan footage to 4K and 8K — cleaning residual noise and restoring detail.
Wan original · 720pAI PIXELL · 4K upscale
Mountain Bridge Duel
Misty gorge bridge, poised martial artist, ink-wash clouds, robe folds.
Wan original · 720pAI PIXELL · 4K upscale
Harbor Tram Twilight
Futuristic harbor tram, school coat, sketchbook, dusk reflections and lanterns.
How it works
STEP 01
Generate
Make your video with your usual AI model.
STEP 02
Upload
Load the exported file into AI PIXELL.
STEP 03
Set & preview
Pick resolution and model, then preview the result.
STEP 04
Export
Export at 4K, 8K or 16K and publish anywhere.
Where does the “AI look” come from?
Diffusion models build video by removing noise step by step. Structural flaws that never get fully removed remain in that process — and that is exactly what reads as the “AI look.” AI PIXELL cleans up only those traces, non-generatively.
Residual noise at the last step
The noise schedule fails to drive SNR to zero at the final denoising step, so tone gets trapped in mid-brightness and contrast is flattened. (WACV 2024)
Error accumulating each step
Estimation error compounds across steps (exposure bias), collapsing detail and distorting texture — worse with fewer steps. (ICLR 2024·2025)
High-frequency detail loss
Generated in a compressed latent then upsampled, fine detail like pores, fabric weave and hair gets smeared.
Plastic texture
Denoising toward an “average skin” erases texture while over-sharpening edges, giving a synthetic, CGI-like look.
Inter-frame flicker
An image-trained VAE decoder introduces subtle inter-frame shimmer when turning latents back into pixels.
Suppressed real-footage grain
Smoothing frames to stop face jitter also suppresses the sensor grain of real footage, so it reads plastic on playback.
Sources: “Common Diffusion Noise Schedules and Sample Steps are Flawed” (ByteDance, WACV 2024) · Exposure Bias in Diffusion Models (ICLR 2024·2025)
Beyond Wan 4K — up to 8K and 16K
Take clips generated unlimited on your local rig and finish them at the resolution you need.
Wan 4K
720p–1080p Wan video to 4K. Standard quality for YouTube and social.
Wan 8K
8K detail restored for ads and large displays.
Wan 16K
Ultra-high 16K output for exhibition and projection mapping.
Who it's for
Designers & video editors
Anyone finishing generative sources to delivery quality.
YouTubers & creators
Publish short- and long-form in 4K for a competitive edge.
Companies & brands
Teams outputting bulk AI ad/campaign clips at consistent quality.
Every creator
Anyone who wants to erase the AI look and make video feel real.
Frequently asked questions
Can I upscale Wan video made in ComfyUI?
Yes. Just upload the Wan mp4 or mov exported from your local ComfyUI workflow, and AI PIXELL upscales it non-generatively to 4K, 8K and 16K. No workflow changes needed — you only post-process the finished file.
Can low-res Wan footage still reach 4K?
Yes. Wan clips generated at 720p–1080p are lifted to 4K, 8K and 16K with non-generative algorithms — it never re-generates the original, so detail stays undistorted.
Does it work as a Wan 2.2 Upscaler?
Regardless of version — Wan 2.1, Wan 2.2 — just upload the exported video file. It works across model versions.
Can it reduce residual noise and flicker from few-step runs?
It cleans up the residual noise, frame flicker and excess softness left by fewer sampling steps to make footage read more real.
What is the best way to improve Wan video quality?
Finish Wan footage with non-generative post-processing like AI PIXELL. It cleans diffusion noise and flicker while upscaling to 4K/8K/16K, raising quality without redrawing faces or details.
Can I try it for free?
Yes. A 14-day free trial lets you apply it to your Wan clips with no watermark, resolution, or count limits before you buy.
Can I process videos on my own PC without uploading them?
Yes. Everything runs on-device with no cloud upload, so unreleased project footage never leaves your machine.
Can I batch-process many clips with no length limit?
Yes. Process large batches with no length cap, on a one-time purchase (lifetime license) rather than a subscription.
Complete the last step of your Wan footage's quality
Turn locally rendered Wan output into 4K, 8K and 16K. Start post-processing with AI PIXELL now.