Railway Raises $100M to Take on AWS: The AI-Native Cloud That Costs 65% Less

Here’s something the cloud giants don’t want you thinking about: you’re probably paying for a lot of empty compute.

A typical AWS customer provisions a virtual machine, uses maybe 10% of it, and still pays for the whole thing. It’s the dirty secret of the $200+ billion cloud infrastructure market—and a San Francisco startup just raised $100 million to blow it up.

Railway, a cloud platform that’s quietly amassed two million developers without spending a dollar on marketing, announced Thursday that it secured a Series B round led by TQ Ventures. The valuation? One of the most significant infrastructure startups to emerge during the AI boom.

But here’s what should actually grab your attention: customers report 65% cost savings compared to traditional cloud providers. One enterprise client saw their infrastructure bill drop from $15,000 per month to approximately $1,000 after migrating.

The Problem: Cloud Built for 2010

Railway’s pitch rests on a simple observation: the tools developers use to deploy software were designed for a slower era. A standard build-and-deploy cycle using Terraform takes two to three minutes. That delay was once tolerable. Now it’s a bottleneck.

“When godly intelligence is on tap and can solve any problem in three seconds, those amalgamations of systems become bottlenecks,” said Jake Cooper, Railway’s 28-year-old founder and CEO. “What was really cool for humans to deploy in 10 seconds or less is now table stakes for agents.”

The company claims its platform delivers deployments in under one second—fast enough to keep pace with AI-generated code.

The Radical Bet: Build Your Own Data Centers

What distinguishes Railway from competitors is the depth of its vertical integration. In 2024, the company made an unusual decision: abandon Google Cloud entirely and build its own data centers.

“We wanted to design hardware in a way where we could build a differentiated experience,” Cooper said. “Having full control over the network, compute, and storage layers lets us do really fast build and deploy loops.”

The approach paid off during recent widespread outages that affected major cloud providers—Railway remained online throughout.

Pricing That Actually Makes Sense

Railway charges by the second for actual compute usage:

• $0.00000386 per gigabyte-second of memory
• $0.00000772 per vCPU-second
• $0.00000006 per gigabyte-second of storage

No charges for idle virtual machines. Compare that to AWS, where you pay for provisioned capacity whether you use it or not.

“The conventional wisdom is that the big guys have economies of scale to offer better pricing,” Cooper noted. “But when they’re charging for VMs that usually sit idle in the cloud, and we’ve purpose-built everything to fit much more density on these machines, you have a big opportunity.”

The Numbers Don’t Lie

Railway has achieved its scale with a team of just 30 employees generating tens of millions in annual revenue. That’s a revenue-per-employee ratio that would be exceptional even for established software companies.

The company grew revenue 3.5x last year and continues to expand at 15% month-over-month. Nearly all of Railway’s two million users discovered the platform through word of mouth.

Why This Matters for Software Buyers

The hyperscalers—AWS, Google Cloud, Azure—have a structural problem. They’re making too much money from the old model to fully commit to a new one.

“The hyperscalers have two competing systems, and they haven’t gone all-in on the new model because their legacy revenue stream is still printing money,” Cooper observed. “They have this mammoth pool of cash coming from people who provision a VM, use maybe 10% of it, and still pay for the whole thing.”

Sound familiar? It’s the same dynamic we see across enterprise software: vendors optimize for their revenue, not your efficiency.

The Bountymon Take

Railway represents exactly what we’re about: alternatives that put you back in control. Whether you’re looking at self-hosting, open-source replacements, or just better-priced infrastructure, the pattern is the same.

The big players have built their businesses on your inertia. Every minute you don’t explore alternatives is another dollar in their pocket.

Railway isn’t the only option out there. But it’s proof that the cloud monopoly is more fragile than Amazon wants you to believe. When a 30-person team can build infrastructure that’s faster, cheaper, and more reliable than AWS, maybe it’s time to question what else you’re overpaying for.

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The amount of software coming online over the next five years is going to be unfathomable—Railway’s CEO predicts a thousand times more than exists today. All of it has to run somewhere. The question is: on whose terms?