Reach the people who make models smaller and faster
Our readers choose GPUs, runtimes and model formats. They come here with a specific technical question and stay to use the tools. Sponsor the moment they are deciding.
Who reads
ML and inference engineers, MLOps and platform teams, local-LLM builders, researchers and students, plus DSP, audio and music-technology professionals.
What they're doing
Sizing hardware, picking quantization formats, comparing runtimes, learning the maths, and building on-device and cost-sensitive AI products.
Audience data
Current traffic, newsletter and engagement figures are shared with every proposal, straight from our analytics. We do not publish inflated round numbers.
Placements
Every placement is labelled as sponsored. Sponsors never buy rankings, benchmark results or editorial conclusions.
| Placement | What you get | Best for |
|---|---|---|
| Tool sponsorship | "Presented by" credit and one link on a calculator such as the VRAM calculator, for a month at a time. | GPU clouds, hardware, inference platforms |
| Newsletter sponsor | Primary slot (logo, up to 100 words, one link) or secondary slot (up to 50 words) in the weekly explainer. | Developer tools, courses, launches |
| Sponsored guide | An educational guide written by our editors on a topic relevant to your product, labelled "Sponsored" with full disclosure. | New formats, SDKs, runtimes |
| Challenge sponsor | Title or category sponsorship of the Quantization Challenge, credited on the page, leaderboard and winner write-ups. | Brand, recruiting, developer relations |
| Featured job | Your role highlighted on the careers page and in the newsletter for 30 days. | Hiring inference and ML engineers |
| Directory listing | A labelled listing for your runtime or service next to the formats atlas and resources pages. | Tools and services |
Display advertising elsewhere on the site is served by Google AdSense.
Book or ask about a placement
Our standards
- Sponsored content is always labelled and never disguised as editorial.
- We only accept sponsors whose products are relevant and lawful, and we decline anything misleading.
- Benchmarks and recommendations are never for sale.
- No pop-ups, auto-playing audio or tracking beyond what our privacy policy describes.
Interested in the domain or a bigger partnership?
Acquisition of this website or the Quantization.com domain name, joint ventures and strategic partnerships are handled directly by the owner.
Contact the owner