When the AI world obsesses over who's training the biggest, baddest model, Deep Infra Inc. has been out here playing a different game entirely, one you don’t even realize you’re losing until you’re already too slow to catch up. While the spotlight’s been stuck on the glitz of model building, Deep Infra’s been grinding in the shadows, wiring up the muscle behind the machine. Because what’s a genius model worth if it can’t run fast, cheap, and real-time?
Founded in 2022 by Nikola Borisov (CEO), Georgios Papoutsis, and Yessenzhar Kanapin, Deep Infra knew early that AI’s dirty little secret wasn’t about brains, it was about brawn. Training gets the glory, but inference? That’s the war zone where ideas either die in latency hell or scale to rule the world. Deep Infra’s bet? That the real power move wasn’t building smarter models, but building the infrastructure that makes smart models work for real people, in real time.
And it’s working. Like, 8,000x working. Since launch, these guys have scaled their processing volume by nearly 10,000x, moving from millions of tokens to a torrent that demands the kind of compute most can’t even rent. But Deep Infra can. They own the pipes, they own the GPUs, and now they’ve locked in $18 million in Series A, led by Felicis and Georges Harik, to double down. More hardware, more power, more speed. Blackwell GPUs? Already shipping. H100s, A100s, H200s? On tap, priced to move, scaling on demand.
This isn’t just infrastructure, it’s AI’s new backbone. API-driven access to inference on your terms. Run open-source beasts like DeepSeek, fine-tune your custom models, serve different versions to different clients, and never worry about privacy, because they don’t log your prompts. At all. Ever. It’s quality, price, speed, and reliability, all dialed to 11.
Deep Infra isn’t just renting racks. They’re building the CDN for the LLM age. The same way the internet needed CDNs to spread content fast and clean, AI needs a backbone to push models into the world without dropping packets or profits. That’s Deep Infra’s lane, and they’re flooring it.
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