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Advertising & Affiliate Disclosure

Updated 2026-09-28 · How this site is funded, and what that never affects

How the site is funded

  • Display ads via Google AdSense. Ads are placed by Google based on page content and visitors; we don't choose individual advertisers and never disguise ads as editorial content.
  • Affiliate links to some cloud GPU and cloud-ComfyUI platforms. If you sign up or spend through them, we may earn a commission — at no extra cost to you.
  • Sponsored content (hardware, services, tools) is always labelled “Sponsored / Ad” and carries rel="sponsored".

Current partnership

  • RunningHub (cloud ComfyUI): the RunningHub links in the cloud-cost articles, GPU pages, workflow pages and the model library are affiliate links, labelled “Promoted” and carrying rel="sponsored". Verifiable facts: signing up through our link grants 1,000 RH Coins (campaign terms on the platform page); we may earn a commission when you spend, at no extra cost to you. Our hardware recommendations, leaderboards and estimates are unaffected.

Independence commitments (non-negotiable)

  • Rankings are not for sale. Leaderboards, recommended combos and estimates cannot be bought. Data and regression methods are public in the whichh3-data repo for anyone to verify or challenge.
  • No paid “best-of” lists. For promoted platforms we state only publicly verifiable pricing facts (with dates), never superlatives that can't be checked.
  • Conflicts are disclosed. If a platform, model or acceleration has a commercial relationship with us, recommendations show a “Promoted” note.
  • Corrections first. Found an error? Email us or open a GitHub issue; fixes are logged in the changelog.

Labels you will see

  • Affiliate links: marked “Promoted” or “Ad” next to the link, with rel="sponsored".
  • Sponsored articles: labelled “Sponsored” with the sponsor disclosed in the body.
  • Ad units: standard ad formats only — never used as navigation or click bait.

Privacy

How ad and analytics data is handled: see the Privacy Policy. The calculator itself never uploads anything you enter.

Contact

Partnerships, sponsorship or questions about this disclosure: [email protected].

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