AI Image Quality Score
Score an image 0–100 on composition, sharpness, exposure, colour balance, and subject clarity.
| Mode | Speed | Quality | Best for |
|---|---|---|---|
| Quality score | ~1s | Sharpness/exposure/noise read | Ranking/culling a photo set |
Quick start
Drop images here — add as many as you like
or click to browse · processed one at a time · output json
Want this capability inside the main editor with layers, history, and the full AI panel?
How it works
- 1
Add your image
Drop or select the image you want to process — it stays on your device.
- 2
Run the model in-browser
AI Image Quality Score runs instantly with no download — the work happens locally in a worker.
- 3
Download the json
Preview the result and download the json. Re-run with different settings anytime.
Common use cases
Why it’s different
100% Private
Every model runs in your browser. Your files never leave your device — nothing is uploaded to a server.
True Alpha Channel
Exports preserve a real straight-alpha transparency channel (PNG / WebP / AVIF), not a baked-on background.
Free Forever
No account, no watermark, no credits. Open the tool and use it.
Works Offline
After the model downloads once it is cached, so the tool keeps working with no connection.
FAQ
What does the score mean?
A composite of sharpness (Laplacian variance), exposure histogram and a vision read — higher is better.
Is it free to use?
Yes — AI Image Quality Score is completely free. No account, no watermark, no credits, and no usage limits.
Do my files or prompts ever leave my device?
No. Everything runs locally in your browser via WebAssembly/WebGPU — there is no server that receives your files, prompts, or results.
Which browser and hardware do I need?
A modern browser. Chrome and Edge get WebGPU acceleration for the fastest results; Firefox and Safari run via WebAssembly. This tool downloads nothing and runs on any device.
Can I use the results commercially?
Yes. You own everything you create — NSS makes no claim to the images, videos, or text you process or export.
Does it work on mobile?
Yes — it runs on phones and tablets too, since there is no model download.
Where can I see a step-by-step guide?
Yes — there is a full walkthrough at /how-it-works/ai-quality-score.
Ready to try AI Image Quality Score?
Free, private, no signup — runs right in your browser.