How Much to Run AI is an innovative developer tool and analytics utility designed to answer the critical operational question: "Can we self-host this model, and how much will it cost?" Moving past vague estimates, the platform allows teams to select specific models—such as KIMI, GLM, and DeepSeek—alongside preferred quantization levels, and evaluate whether to go on-premise or cloud.

By defining your custom assumptions, the platform delivers a precise VRAM-matched hardware plan accompanied by a detailed monthly cost split. Designed to eliminate guesswork during infrastructure planning, every output clearly displays its price sources and assumptions, ensuring transparency with regularly refreshed data. Furthermore, users can share a single URL with their team so everyone can analyze and debate the exact same set of inputs.

Pros of How Much to Run AI

Provides VRAM-matched hardware plans tailored to specific AI models and quantization levels.
Compares both on-premise and cloud deployment options.
Shows transparent price sources and assumptions that are refreshed on a regular schedule.
Enables seamless team collaboration by sharing a single URL with uniform inputs.

Cons of How Much to Run AI

Serves strictly as a planning estimate rather than a definitive commercial quote.
Focused primarily on cost and hardware planning rather than end-to-end model training or deployment execution.

Frequently Asked Questions

What is How Much to Run AI?

It is a planning tool that helps development and infrastructure teams determine the exact cost of self-hosting AI models by generating VRAM-matched hardware plans and monthly cost splits based on specific models, quantization, and deployment choices.

Can I choose between on-premise and cloud infrastructure?

Yes, the tool allows you to choose between on-premise or cloud deployment when setting your operational assumptions.

Are the cost results guaranteed quotes?

No, results are designed as planning estimates rather than definitive quotes. However, every result shows its underlying price sources and assumptions, which are refreshed on a regular schedule.