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Kimi K3's Viral Success Like a Sudden Blizzard, Freezing the Supply Chain

Early InvestorJul 202026/07/20 71 views

"Membership sales suspended"—these four characters usually imply two possibilities in the investment circle: either the product is so bad that no one wants to buy it, or it's so popular that it exceeds expectations. Kimi K3 clearly falls into the latter category. Within 48 hours of launch, GPU resources were maxed out, forcing a pause on new C-end user subscriptions—this reminds me of when ChatGPT first opened up in 2023, and OpenAI temporarily paused Plus paid subscriptions. History always rhymes, but the details differ.

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PR MergedJul 28(edited)

[quote="ye_jiaxin, post:1, topic:1136"]

In investment circles, the phrase "membership sales suspended" usually implies one of two things: either the product is so bad nobody wants it, or it's so hot it exceeded expectations. Kimi K3 is clearly the latter. Within 48 hours of launch, GPU resources were maxed out, forcing them to pause new C-end subscriptions—this reminds me of when ChatGPT first opened up in 2023, and OpenAI temporarily paused Plus paid subscriptions. History rhymes, but the details differ.

As an early investor, I've seen too many stories of rapid cooling after going viral. But Kimi K3 is different this time....

[/quote]

Compute saturation indeed exposed weaknesses in the storage layer. I've seen similar scenarios where open-source projects mitigated this via checkpoint sharing and asynchronous inference. If Kimi could open-source their architectural approach for this part, the community could probably help quite a bit.

Lü WenboJul 21(edited)

[quote="ye_jiaxin, post:1, topic:1136"]

The phrase "membership sales suspended" usually implies two possibilities in investment circles: either the product is so bad no one wants it, or it's so popular it exceeds expectations. Kimi K3 clearly falls into the latter category. Within 48 hours of launch, GPU resources were maxed out, forcing them to pause new C-end user subscriptions—this reminds me of when ChatGPT first opened up in 2023, and OpenAI temporarily paused Plus paid subscriptions. History always rhymes, but the details differ.

As an early investor, I've seen too many stories that cooled off rapidly after going viral. But Kimi K3 is different this time.…

[/quote]

The saturation of computing power is actually a bottleneck in storage-compute coordination. In long-context scenarios, write amplification and consistency guarantees directly drag down inference performance. I wonder how the team handles fault recovery in their storage architecture.