Alex Mashrabov

Higgsfield crossed $1B in annualized revenue 18 months after hitting $1M — faster than Cursor’s 24 months — and Alex Mashrabov claims it’s “probably the third after OpenAI and Anthropic.” The methodology is trailing-four-weeks revenue ×13, prorating annual contracts and counting “only live revenue,” not multi-year enterprise bookings; he says OpenAI, Anthropic, and CloudBell use the same approach. Business revenue is slightly over 50%, mobile is under 10%, and the West is well over 70% despite the Asia-driven narrative, with Seoul the largest city by usage.

The expansion math is the tradeable headline: NRR at month 12 is over 300%, which “just never happens in B2B SaaS.” Month-one churn runs around 30% then flattens, but Mashrabov’s favorite specimen is a customer who started at $99/month six months ago and signed a deal “over $6 million a year” — driven by AI-native e-commerce advertisers printing hundreds or thousands of ads weekly and a $10B+ Chinese-dominated short-form-drama industry making shows “with AI end to end.”

Mashrabov calls model benchmarks “corporate psyops”: labs put test data into training and game scores for quarterly bonuses, while video benchmarks measure text-to-video even though real production prompts average over 3,000 words with at least 10 image references per scene. His evidence: on OpenRouter data, Google is the only relevant US incumbent while China has Tencent, Xiaomi, and Alibaba; open-source model share rose from below 30% to over 60% this year.

The margin structure is the model-layer thesis: margins exceed 80% on own and open-weights models versus 20–30% on closed-source models — and Higgsfield chooses the model in over 40% of cases, a routing layer it calls “tokenomics.” Building proprietary models from ambition was “my mistake”; they now train only where customers demand it, because “PhD-level intelligence is not necessarily needed to make a viral social media video.”

Internal model spend exceeds $4M/month across close to 400 people — over $10K per head — including a creative who spent “over $30K in a week on Astra” vibe-coding a workflow the product lacked. Mashrabov expects 10X engineers and creatives to reach $50K–$100K/month with salaries correlating upward, but pushes back on team shrinkage: legal is over 10 people and customer success over 40, because agents “are as good as the context and roles which they have” and Higgsfield ships products weekly.

Moats reduce to two things — delivering outcomes and network effects — and Mashrabov is skeptical of agent-swarm hype: “I’m not sure this is happening in the next five years.” Higgsfield’s community open-source projects scaled from about 10 seeded projects to over 10,000 in eight weeks. His contrarian bet is that Google and OpenAI “are going to completely demolish their prosumer subscription markets” — the $20/month tier Canva-type products serve.

The finance model projects “4.5” by the end of next year with “substantial deceleration” baked in; Mashrabov’s own answer is “over $10 million,” while the transcript does not specify the unit of the 4.5 figure. He cites Hollywood sentiment shifting from negative toward neutral and a target of at least 30% month-over-month growth. He argues the Silicon Valley discount is real — Harry says a Valley company at these numbers would be worth $25B+ and invokes Cognition’s $50B valuation — and cites public companies outside pharma and big tech spending more on sales and marketing than R&D.

The company is a structural anomaly: over 300 of close to 400 people are in Kazakhstan, there is no paid advertising, and a 150-plus-person in-house creative team drives most revenue through owned content. Mashrabov rejects the labor-arbitrage read — Kazakhstan is top five in the world in physics Olympiads, and its education system upgraded the Soviet math school with Singaporean principles — and he is the counter-signal on founder intensity: 80–90 hour weeks, three hours a week with his wife, no owned property, and a leased Tesla Model 3.

🔗 Original source & video: 20VC: $1BN ARR in 18 Months; The Untold Story of Higgsfield | Spending $4M Per Month on Models | Why Moats in AI are BS | Scaling a Content Team to 150 People with Alex Mashrabov