Best server configuration for high traffic website

[Shadream]

Hello!
I 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 Allwebhost.com dedicated hosting? Are they good? Alternatives please?

Thank you!

 

[Weellon]

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They can also perform Website Transfers, Domain Transfers, Database Transfers and Script Transfers.

 

[Soowerk]

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[Intoksale]

When it comes to dedicated class hosting service web hosts in different countries has different understanding about what do they should provide.