GTM Sauce

Super Unlimited · B2C · free VPN app

Start on the cloud, then move heavy traffic to your own rented servers

Makes a free tier affordable; cloud still absorbs surges

Workedcost-structure

What they did

Start with standard cloud for speed to market. At scale, keep the control plane in mainstream cloud but run the data plane on bare-metal machines they control and wipe, since cloud bandwidth costs would 'lose our shirts'. Bare metal takes about a week to order, so cloud absorbs surges. Never cut costs in ways that hurt service quality.

What happened

Lower bandwidth costs support the freemium model (claim).

In their words

How the World's #1 VPN App Reached 1 Billion Downloads – Tanuj Chatterjee, Super Unlimited

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Jacob EitingIt's great. They can edit it out. This is just for us.

Tanuj ChatterjeeAll right. Our control plane is in the standard well-known cloud infrastructures. Our data plane is not because we lose our shirts because the bandwidth costs-

Jacob EitingRight. Yeah, 'cause it's not designed for just tunneling a ton of traffic-

Jacob EitingIt's like when you add in all the costs of the hardware sitting there and not being used, at least if you're buying tokens from Anthropic or whoever, you know they're fully utilizing their hardware. So it's a much higher utilization rate. So you might be surprised that your amortized costs aren't that different.

Tanuj ChatterjeeYeah. Now, if you're building a company or a mobile app, which is not a VPN, just go with cloud. And prove fastest way, do it, and then optimize later.

Jacob EitingEverything's portable, too. The nice thing about TCPIP, it's standard. You can do it on anything.

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Tags: bare-metal, cloud-burst, unit-economics, freemium-costs