Best server configuration for high traffic website?

Hello! Would like to know what is the best server configuration for a site that receives 4000 visitors daily. The pages contain no images, only videos will be hosted on them but I would use a CDN for video processing. Visitors will stay an average of 40 seconds on the page. Videos are usually less than 5 minutes long and in 1080p quality. The web pages size is 1 gb. My budget is 100 USD. Can I rely on FireVM.com dedicated hosting? Are they good? Alternatives please?

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