In the wild world of artificial intelligence, keeping costs down while cranking up performance and security is a top priority. The Cost per LLM (CPL) metric offers a crystal-clear view of the financial commitments involved in deploying large language models (LLMs) within your organisation.

Cracking the Code of CPL: Cost per LLM

CPL is your financial compass in the AI sea, pointing you towards smarter spending. Let's break down the three paths you might take:

  1. 1-to-1 Models Loaded On-Premises: Think of this as the most inefficient corporate stance, deploying one model on one GPU. It offers control and customisation, but it does come with a hefty price tag, in the form of GPU costs. The hardware and maintenance bills pile up, making this option a sustainability nightmare.
  2. Outsource APIs: Outsourcing AI services via external APIs is like renting a slick sports car for a corporate event. It's flashy and convenient at first, but those recurring fees will burn a hole in your wallet. Plus, handing over the keys to your data raises some serious security and sovereignty eyebrows.
  3. Many-to-1 Distributed Scaling On Premise: The most cost efficient and sustainable solution: leveraging multiple customers on each GPU. Imagine harnessing the power of mass inference to slash your CPL to less than 1% of the traditional methods. This approach isn't just cost-effective; it boosts performance, scalability, and security to boot.

 

Price Differential Serving LLM is extremely different, based on serving option

Achieving Cost Efficiency with Professional Infrastructure

Switching to distributed scaling is like trading in your clunky desktop for a high-powered workstation. This move slashes your CPL and makes top-tier AI accessible and sustainable for businesses of all sizes.

How Selode.AI Can Help

It’s a lot to take in, navigating the CPL maze? Don’t worry too much… The team at Selode.AI is here to guide you. Our turnkey deployment solutions are tailored to meet the unique needs of any size enterprise, ensuring:

  • Cost Efficiency: Slash expenses while supercharging your AI capabilities.
  • Security: Keep your data fortress strong with enterprise-grade security measures.
  • Scalability: Seamlessly scale your AI operations to match your business growth. 

Take Action Today

Don’t let high CPL sink your AI ambitions. Get in touch with us to discover how we can help you build a cost-efficient, secure, and scalable AI infrastructure tailored just for you.