kimi3

China's Kimi K3 ranks first in the front-end code competition arena, surpassing Claude Fable 5. Although its overall capabilities are not as strong as GPT 5.6 Sol and Fable 5.

It’s expected that competition will intensify → the entire AI ecosystem will expand (the most core logic): improved model capabilities + lower prices will lead more enterprises and developers to actually deploy and use them (from big companies to mid-sized businesses and individual developers).

Front-end code generation is a high-frequency, must-have scenario. Once cost-effectiveness becomes sufficient, it will massively replace/assist human development, causing token consumption to skyrocket. So even if a single model is cheaper, total compute demand still increases (more people use it, use it more frequently, and employ more complex agent workflows).

No matter how strong or cheap the model is, running it still requires GPUs/HBM/servers/optical modules/power/data centers. In the US stock market’s AI sector, pure model/software companies (whose high valuations depend on a model moat) may face long-term pressure.

Minor negative: If the market interprets it as the US model moat being weakened, it could create short-term pressure on some high-valuation AI software/application stocks.

Let me estimate the deployment cost for K3. Previously, a 1T model would require about 4 Mac Studio clusters; to use it smoothly, it would need roughly 6–8. Now it’s 2.8T, handling more context and memory. It would likely require at least 21–32 units.

It should reach a scale of 64+ GPUs: total hardware cost $2 million–$10 million+ (and GPUs alone could be several million USD).
#KIMI3

#KIMI3 60,000 market cap—I bought a bit, not bad (personal record only, don’t follow)

Reasons for buying

1. The concept is interesting. In the AI concept, China’s Kimi K3 ranks #1 in the frontend code competition arena, surpassing Claude Fable 5, and Musk even interacted with it twice.

2. Lower market cap. It launched on July 16, topping out at 74,000. On July 17, it hit a new high with a 176,000 market cap. It then dropped to a low of 42,000, climbed back up to 60,000, and I promptly bought a little. The chips are concentrated: the top 100 account for 69%. The average entry price is around 67,000 market cap. There are a few key holders/influencers at the front, like Dongji, MANA, etc.

3. The community is decent—500+ holders, 300+ in the community, mainly text-based promotions.

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