# The Thriving Ecosystem of Open Models

> Source: <https://www.tomtunguz.com/the-thriving-ecosystem-of-open-models/>
> Published: 2026-06-02 00:00:00+00:00

Competition is a discovery procedure. — Friedrich Hayek

And developers are discovering the value of open models.

OpenRouter offers a useful view into the model market. 1 It is not the whole AI economy. But it is close to the API frontier, where developers can switch models quickly, compare price-performance daily, & route each request to the best available option.

Since 2025, open models have grown sharply on OpenRouter. In the latest model-level snapshot, open-weight models generated 69.1% of named open-versus-closed token volume. Closed models produced 30.9%.

New models attract developer attention & large scale testing, after which token use surges. Each new clustered release of different models sustains a new plateau of token volume.

Just as in the closed-model ecosystem, the competition among open models means rapid innovation & leaderboard changes.

DeepSeek’s early lead gave way to MiniMax & Kimi models in late 2025 & early 2026. Later, launches from MiMo, Qwen, Alibaba’s open-weight model family, Hy3, Tencent’s open-weight model release, & DeepSeek reshuffled share again.

Arcee, a US lab focused, makes a strong appearance recently.

Open models still represent a fraction of overall inference, but the thriving competition, increasing usage, & surge of experimentation suggest developers are increasingly willing to route production traffic to them.

Source data: [OpenRouter rankings & usage data](https://openrouter.ai/rankings), analyzed from weekly token-volume snapshots in the OpenRouter analysis dataset. [↩︎](https://tomtunguz.com/index.xml#fnref:1)