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Applied AI·July 20, 2026·1 min read

Kimi K3 is so popular Moonshot ran out of GPUs and paused new sign-ups

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Kimi K3 hitting GPU limits and pausing sign‑ups is another proof point that demand for high‑end inference is outpacing capacity — even for single‑product labs. If your roadmap depends on external model APIs, model in capacity risk and multi‑vendor strategies, not just price and quality comparisons.