Best server configuration for high traffic website

[Madagaskar]

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 5 minutes on the page. Videos are usually less than 5 minutes long and in 1080p quality.
My budget is 100 USD. Can I rely on Hostnamaste.com budget dedicated hosting? Are they good? Alternatives please?

[President]

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Locations: USA, France, Canada, India, Russia. I’m satisfied with the security features. Performance is top-tier, and their support team is fantastic. Recommended.

[NimbusRise]

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