He was not the number one in his first startup
The AI Factory story is often compressed into “Mashrabov sold the company to Snap for $166 million.” At the time, reports identified Victor Shaburov as the leader—he founded Looksery, which sold to Snap in 2015, then worked as Snap’s engineering director before leaving to start another company in May 2018. Mashrabov and Greg Tkachenko were co-founders, and the team had about 70 people, most of them in Ukraine.
The significance for what came later is not the amount, but two experiences: he lived through the complete process of turning computer-vision technology into a consumer feature and selling it as a whole to a platform; after the acquisition, he stayed at Snap to lead generative AI, for the first time running a product line serving hundreds of millions. Those experiences gave Higgsfield the conditions for fundraising and an early team.
The tuition for his second startup
In 2023 he left Snap and founded Higgsfield with Yerzat Dulat, this time as CEO. The initial route was the one he knew best: build a proprietary video model and package it as a mobile application for ordinary users. In April 2024 the company announced an $8 million seed round and the mobile product Diffuse.
That route did not work. He later said in an interview that more than half of the seed money was burned before they found direction, and described both the single in-house model and the consumer product as tuition.
What happened after the pivot
On March 31, 2025, the web version launched publicly for professional creators and marketing teams. The product stopped emphasizing “our model” and instead connected multiple models, building shot presets, character consistency, and an advertising-production workflow on top.
The subsequent numbers came from the company or Mashrabov and use annualized revenue: about $200 million in January 2026, $500 million in June, $700 million in August, and $1 billion in September. Valuation rose from $1.3 billion in January 2026 to $5.4 billion in August. These are financing prices and revenue run rates, not profit.
The other side of the growth model
Higgsfield’s distribution depends heavily on creators: it pays creators to publish videos made with the product and gets traffic through sharing rather than ads. In February 2026, Forbes reported that materials distributed to creators included racist content and unauthorized celebrity deepfakes, while some creators said they could not receive payment. Company executives acknowledged that the videos were wrong.
This belongs next to the revenue curve: the same mechanism explains both why the company grew quickly and where its greatest risk lies.