Contact & Corrections

We appreciate feedback from engineers, founders, and financial analysts using our tools. Reader corrections help ensure our calculations, formulas, and baseline provider rates reflect real-world AI unit economics.

1. What This Page Is For

This page provides a direct line to reach Ali, Founder and Editor of aicalculators.xyz, regarding the site itself. Because this platform is an independent technical project focused on precision, your feedback helps keep our calculators, formulas, and baseline provider rates accurate and up to date.

2. What to Contact About

Constructive feedback directly improves tool quality. The most helpful topics to submit include:

  • Calculator arithmetic errors: A formula produces an unexpected or inaccurate output under specific inputs.
  • Broken pages or technical bugs: An interactive slider, button, or graph fails to behave properly on your browser or device.
  • Outdated provider pricing: An AI provider alters token rates, cache read discounts, batch pricing, or image generation fees.
  • Factual errors in articles: An explanation contains an inaccurate context window limit, tokenizer ratio, or model specification.

When reporting a pricing change or calculation issue, please include the calculator name, the page URL, the numbers or inputs you selected, and a link to the official provider documentation confirming the rate.

3. What This Page Is Not For

To keep editorial communication focused and manageable, please note what this inbox does not handle:

  • No personalized financial, investment, legal, tax, or medical advice.
  • No customer billing support, key management, or quota assistance for third-party providers such as OpenAI, Anthropic, Google Cloud, or Cloudflare.
  • No custom software engineering, commercial implementation consulting, or paid tool development.
  • No unsolicited sales pitches, automated link exchange requests, or paid guest post offers.

4. How to Write

To submit a correction or question, please email the editorial inbox:

Direct Editorial Contact

Click the address above to open your default email application.

Security Notice: Please keep messages short and specific. Never include passwords, API keys, payment card numbers, or private financial records in an email.

5. Honest Response Note

Messages are read directly by the editor. Because this website is operated independently without an administrative support team, we do not promise guaranteed reply times, same-day responses, or twenty-four-hour customer support.

Replies are handled on a best-effort basis depending on the nature of the message. Priority is given to verified pricing corrections, arithmetic bug reports, and broken site features.

Updated October 30, 2026