---
type: "Topics"
locale: "en"
url: "https://longbridge.com/en/topics/42752352.md"
description: "Open-source models are now coming in all shapes and sizes; kimi3 has already surpassed opus4.8. There's no point in continuing the arms race for large models; the key is to build a solid ecosystem and applications. It can only be said that the capital market doesn't understand technology, hence its sluggish response."
datetime: "2026-07-17T04:45:53.000Z"
locales:
  - [en](https://longbridge.com/en/topics/42752352.md)
  - [zh-CN](https://longbridge.com/zh-CN/topics/42752352.md)
  - [zh-HK](https://longbridge.com/zh-HK/topics/42752352.md)
author: "[黄渐橙](https://longbridge.com/en/profiles/15140807.md)"
generator: "portal-rs"
---

# Open-source models are now coming in all shapes an…


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## Comments (1)

- **Nagai_Kei · 2026-07-17T05:07:13.000Z**: Market God


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> **Disclaimer: This article is for reference only and does not constitute any investment advice.**