Startup Mirendil claims a Kimi K3-level model trained by one researcher for under $10M

Ok_Warthog6007 · reddit · 2026-11-09

Startup Mirendil claims it trained a model at Kimi K3 level using just one researcher, 3.5 months, and under $10M in compute, detailing the effort in a blog post titled "Pretraining at Scale Without a Pretraining Team."

If accurate, this suggests frontier-level pretraining cost thresholds are collapsing for tiny teams. The claim is self-reported and not yet independently verified, so the "K3-level" benchmark framing deserves skepticism.

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