RadixArk recently premiered as a new actor on the rapidly changing AI landscape. This action comes as the demand for AI inference infrastructure is skyrocketing, underscoring the market opportunity in this high-growth space. Ying Sheng, former engineer at Elon Musk’s xAI and a research scientist at Databricks, co-founded RadixArk. The company has ambitious plans to arm developers with comprehensive tools to build, train and deploy AI applications. Their announcement on LinkedIn last month celebrating the merger made clear the company’s ambition and vision for rapid future growth.
Simon Mo, the vLLM co-founder, set the record straight with TechCrunch on a few key points. He gave important context around a recent funding round associated with his company. Specifically, he described the news as “factually inaccurate,” but refused to elaborate on which specifics were wrong on the record. That leaves a notable degree of ambiguity around the company’s financial path and how it plans to position itself in the rapidly growing inference market.
Startups aimed at building out an inference infrastructure gold rush have raised hundreds of millions of dollars in recent months. vLLM is no outlier. According to the Blockworks report, Andreessen Horowitz is leading an investment round for vLLM. Thus far, the secretive venture capital firm has refused to share any details publicly about their investment. Sources close to the deal told us that the overall numbers aren’t definitively known yet. Hope is in the air, thanks to recent trends.
The inference layer, or end use, of artificial intelligence now has the spotlight. Its central role in deploying machine learning models safely and effectively is a hard fact to ignore. Baseten, which recently raised $300 million at a jaw-dropping $5 billion valuation. This landmark also articulates the deep confidence investors have in companies developing technologies to revolutionize this space.
Ying Sheng’s move from xAI to RadixArk marks a savvy effort to leverage his success-building AI infrastructure experience. During his time at xAI, he continued to make rapid advancements in AI research and development. His leadership at RadixArk will undoubtedly continue to drive the company’s growth and innovation.
Combating the competition
It’s critical for them to build brand awareness or loyalty in a growing, crowded pipeline market.
RadixArk went into official launch last August. Now, conversations on its potential funding are exposing ambitions to raise more than $160 million based on a valuation of about $1 billion. These figures highlight the great confidence investors have in RadixArk. They’re passionate about the company’s goal of enhancing AI efforts through industry-specific frameworks.
vLLM is working on Miles, a specialized framework for reinforcement learning. It’s a good play, demonstrating their greater ambition to distinguish themselves in a burgeoning market of AI. With more entrants to this growing field and cash still pouring in, the inference market seems likely primed for even more growth.

