A live-streaming platform's cloud cost grows mostly with the hours creators stream, and much less with the hours viewers watch. An hour live costs roughly the same whether ten people tune in or ten thousand, so the cost of each viewer falls as the platform grows.
The company is a live-streaming platform for Arabic speakers. Think of a regional rival to Twitch. Creators go live, viewers watch, and the platform takes a cut. The founders were raising a seed round and needed a model and a deck that investors could follow.
Platforms like this are harder to model than they look. Money comes in four ways, and each one works differently.
Four ways to make money, four sets of rules
Viewers buy gifts for creators. Some pay a monthly subscription. Brands pay for ads. And the platform shares revenue with its creators, which changes how much of each dollar it keeps.
A simple model would add all of that up as one revenue line. We gave each channel its own line, its own take rate and its own share for creators. That way an investor can see which channel carries the business and ask about it directly.
The streaming cost per hour question
The biggest cost for a streaming platform is the cloud. Every live stream runs on servers, and the servers cost money by the hour.
Here's the question that mattered. Does the bill grow with the hours people watch, or the hours people stream? The answer is mostly the hours streamed. A creator who goes live for an hour costs roughly the same whether ten people tune in or ten thousand.
That changes the whole shape of the model. If you tie cost to viewers, costs explode as the audience grows and the business looks like it can never make money. If you tie cost to streaming hours, the cost of each viewer falls as the platform gets bigger. That's the story investors want to see, and now it was true on paper as well as in practice.
To size streaming hours, we used Twitch's public numbers as a benchmark. There, the hours streamed are a small share of the hours watched, about 4%. We started there and let the founders change it.
Being honest about growth
The plan had the user base growing tenfold in the first year. That can happen, but it doesn't happen for free. Early marketing usually works well, then gets more expensive as you run out of easy wins.
So we built that into the model. Each marketing dollar brings in fewer users over time. The growth still shows up, but it costs what it really costs. A founder who shows that curve looks like someone who has done the maths, not someone who is hoping.
What we built
- A revenue model with four channels, each with its own take rate and creator share
- Cloud costs tied to hours streamed, with the benchmark ratio left open for the founders to change
- Marketing returns that fall over time instead of staying flat
- A team cost plan that keeps most of the engineering team in a lower-cost market for now
- A pitch deck the founders tested in a mock investor pitch before the real ones
Find out exactly what your biggest cost is charged on. Build the model around that unit, and your unit economics will tell the truth.
Questions founders ask
How much does live streaming cost per hour?
It depends on your provider, the video quality and where your viewers are, so price your own setup. What matters for the model is what the bill counts. For a live platform, cloud cost follows the hours streamed far more than the hours watched. A creator who goes live for an hour costs about the same whether ten people tune in or ten thousand, so model cost per streamed hour.
Is a live streaming business profitable?
It can be, if revenue grows faster than the costs that grow with it. Platforms earn from gifts, subscriptions and ads, and they share revenue with creators, so each channel keeps a different share. Because the cloud bill follows hours streamed, the cost of each viewer falls as the audience grows. The other test is marketing, which usually gets more expensive once the easy wins run out.
How do you calculate unit economics for a startup?
Pick the unit your business sells, and check what your biggest cost is charged on, such as an order, a subscriber or a streamed hour. Work out the revenue you keep per unit after direct costs. Then add what it costs to win a customer and what each one brings in over time. If your unit doesn't match how your biggest cost is billed, the numbers will mislead you.