Ryan Tate

The Groq Deal Changes Everything: Why Cerebras Just Became Silicon Valley's Hottest Asset 📎 This is a long post with a 40+ page presentation - save this post. I invested in Groq in 2021 at a $1.2B valuation. Yesterday, NVIDIA paid $20B to take them off the board. This wasn't just an acquisition, it was the calculated elimination of NVIDIA's biggest threat in inference. And in doing so, Jensen Huang just made Cerebras Systems the most valuable independent AI chip company on earth. The Math That Matters AI inference is now the main event. Revenue surpassed training in 2025 and is projected to hit $255B by 2030 (19% CAGR). NVIDIA just paid 3x Groq's valuation, from just a few months ago, to license their tech and acquire the team. While Groq's cloud business remains "independent," the architecture that threatened NVIDIA is now inside their walls. The Scarcity Equation Just Flipped NVIDIA didn't just buy Groq for technology, they bought them to eliminate choice. Before this, enterprises had two emerging and credible escape routes from the GPU ecosystem for inference: ✅ Groq (Now NVIDIA) ✅ Cerebras ($8.1B valuation, wafer-scale leader) Hyperscalers (Microsoft, Meta, Amazon, Google) are spending $378B on AI infra in 2025. They are desperate for alternatives to NVIDIA’s lock-in and 74% margins. With Groq gone, the pool of alternatives hitting escape velocity just shrank to one. Cerebras isn't just the last man standing, they're the only one beating NVIDIA at scale. Why Cerebras Is Different Cerebras doesn't make slightly better GPUs. They built the Wafer-Scale Engine (WSE-3), a single chip with 4 trillion transistors. Performance vs. Physics: → 6x faster inference than Groq → 5x faster than NVIDIA Blackwell → 21 PB/s memory bandwidth (vs. 8 TB/s for Blackwell) The secret? Storing entire models on-chip, eliminating the "memory wall" bottleneck that plagues GPUs. The Feeding Frenzy Begins Cerebras raised $1.1B in Sept 2025 at an $8.1B valuation. They're eyeing a Q2 2026 IPO, but the acquisition window is wide open. 🎯 Meta: The obvious buyer. Spending $70B+ on infra. Owning Cerebras makes Llama the "Android of LLMs" with total vertical integration. 🐴 Microsoft: The dark horse. With $100B+ cash, they need differentiation against Google/AWS. 📉 Amazon: The desperate hand. Anthropic buying 1M Google TPUs shows a possible lack-of-confidence in AWS Trainium. Cerebras fixes their silicon gap overnight. 🎲 Oracle: Larry Ellison loves big bets. They have the debt capacity to make a play (but it's a long shot). The Valuation Disconnect If Groq is worth $20B, what is Cerebras worth? → Serving trillions of tokens/month → 6x faster than the tech NVIDIA just bought Groq provides a Conservative Floor: $20 Billion Strategic Value: >$30 Billion Conclusion By Nvidia taking Groq off the board, they made Cerebras a scarce remaining asset. The only question left: Who moves first? #AI #Cerebras #NVIDIA #AIChips #Inference #VC

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