So to anyone reading this: NO, you don't need a 500$ box to run a server, You can rent a server from a hosting company you don't even have to go with the one I am with. Yes 80 Full slotted servers take a ton of resources but not 12-16 gigs of ram. But you will be paying around 100$ for your server with 80 slots. For people looking for small 30 slot servers its cheap affordable and I have no problems.

Recognized for the excellent uptime and ability to handle large loads of traffic, you'll also no longer have to contend with noisy neighbors. Noisy neighbors can bog down the server, but with a Dedicated Server, your web application can perform at optimal speeds. Thus, favored by mission-critical businesses, E-Commerce sites and web pages with significant traffic.

Graphical Processing Unit (GPU) cards are used to accelerate analytical solutions, machine learning and deep learning, and engineering/modeling applications. GPUs are used in parallel with CPUs for processing and advanced computation capabilities which allow certain applications to run faster. The following GPUs are available for deployment in your Rackspace dedicated server:
But a company looking for more power and control may need a service provider who offers dedicated hosting. With dedicated hosting, a client rents a server from a dedicated hosting provider, and has exclusive use of that server’s resources. The provider works with the client to give them the CPU, RAM, and disk space that they need. The provider builds and maintains the server, eliminating a  business’ upfront cost of purchasing their own.

Customisation – Dedicated hosting grants a certain freedom and control that other hosting solutions are unable to provide. The fact that the server is dedicated to one client and there are no cohabitants means that the server (and overall hosting solution) can be tailored to the specific needs of that client. This ensures that they can select and pay for the features that they require. 
Providers often bill for dedicated servers on a fixed monthly price to include specific software packages. Over the years, software vendors realized the significant market opportunity to bundle their software with dedicated servers. They have since started introducing pricing models that allow dedicated hosting providers the ability to purchase and resell software based on reduced monthly fees.
But a company looking for more power and control may need a service provider who offers dedicated hosting. With dedicated hosting, a client rents a server from a dedicated hosting provider, and has exclusive use of that server’s resources. The provider works with the client to give them the CPU, RAM, and disk space that they need. The provider builds and maintains the server, eliminating a  business’ upfront cost of purchasing their own.
The second bandwidth measurement is unmetered service where providers cap or control the “top line” speed for a server. Top line speed in unmetered bandwidth is the total Mbit/s allocated to the server and configured on the switch level. For example, if you purchase 10 Mbit/s unmetered bandwidth, the top line speed would be 10 Mbit/s. 10 Mbit/s would result in the provider controlling the speed transfers take place while providing the ability for the dedicated server owner to not be charged with bandwidth overages. Unmetered bandwidth services usually incur an additional charge.
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