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Inferact

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Open-source inference engine for scaling AI models cheaper and faster

San Francisco, United StatesFounded 2025AI
Valuation $500M–1B Last recorded · 2026
Headcount <100 Current team size
Total funding $100–500M Disclosed equity funding
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About Inferact

Inferact is an artificial intelligence infrastructure company founded by the creators and core maintainers of vLLM, the world's most widely adopted open-source large language model inference engine. Originating from UC Berkeley's Sky Computing Lab in 2023, vLLM has grown to become the de facto standard for deploying AI models at scale, with over 60,000 GitHub stars, a global community of 2,000+ contributors, and adoption by major technology companies including Meta, Google, Character.AI, Amazon, and the broader AI industry. vLLM addresses a fundamental problem: as large language models have grown exponentially in size and capability, running them efficiently in production has become a critical bottleneck. The company's core innovation, PagedAttention, dynamically optimizes GPU memory allocation, enabling significant reductions in inference costs and latency while maintaining model quality—allowing enterprises to serve more users on fewer servers.

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Inferact's dual mission combines open-source stewardship with commercial innovation. The company commits to maintaining vLLM as an independent, vendor-neutral project under the PyTorch Foundation governance, continuously advancing the engine with support for emerging model architectures (mixture-of-experts, multimodal, agentic AI), expanding hardware coverage (NVIDIA, AMD, Google TPU, AWS Neuron, Intel, and custom accelerators), and pushing performance boundaries through distributed inference, speculative decoding, and disaggregated serving. Simultaneously, Inferact is building a commercial platform—a managed inference service that abstracts away operational complexity. This enterprise offering provides serverless model deployment, observability and monitoring, troubleshooting tools, disaster recovery, and multi-tenant scaling on Kubernetes, enabling engineering teams to focus on AI applications rather than infrastructure.

The company's positioning at the intersection of model providers, hardware vendors, and enterprises creates a unique ecosystem advantage: deep technical relationships with both sides of the AI stack, the ability to influence industry standards, and a user base that depends on vLLM's performance and reliability. Inferact's founding team—including CEO Simon Mo (PhD student and original vLLM creator), co-founders Woosuk Kwon, Kaichao You, Roger Wang, Joseph Gonzalez (UC Berkeley faculty), and Ion Stoica (Databricks co-founder and Sky Computing Lab director)—brings 15+ years of collective experience building infrastructure companies that transformed entire technology sectors, particularly Apache Spark and Ray from research projects into industry standards. Backed by $150 million in seed funding from Andreessen Horowitz, Lightspeed, Sequoia, and other leading investors at an $800 million valuation, Inferact is positioned to accelerate the shift from inference as a research problem to inference as a solved, commoditized, and profitable operating layer of the AI stack.

Source: Dealroom company data

At a glance

Status
Operational
Founded
2025
Headquarters
San Francisco, United States
Employees
28
Open positions
7
Dealroom signal
91.2/100
Sector
AI, Open Source, Core AI, Spinout, AI Security, Generative AI, MLops, AI Computing Infrastructure, AI Model Deployment and Monitoring
Technology
Artificial Intelligence, Deep Tech, Machine Learning, Deep Learning
Business model
SaaS
Client focus
b2b

Funding history

2 recorded events

Company financing events and reported valuations.

Deal typeDateAmountValuationInvestorsSource
SEEDOther financing Jan 2026 $150M $800M Redpoint · ZhenFund · Altimeter Capital · The House Fund ↗
SPINOUTOther financing Nov 2025 $0 — UC Berkeley, College of Engineering · UC Berkeley Chancellor's Fund —
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Growth signals

Inferact website traffic

Latest recorded traffic for Inferact is 9.9K monthly website visits, up 13.8% over the last three months.

Latest monthly visits9.9K 3-month web change+13.8%
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Investments and acquisitions

Capital deployed

Recent portfolio relationships for companies that also act as investors or acquirers.

Investors

13 investors on the cap table

From Dealroom's funding and investor records, grouped by the round each investor first entered.

Seed11 investors entered at this stage

Other known investors2 additional known investors

  • UC Berkeley Chancellor's Fund
  • UC Berkeley, College of Engineering
Team profiled 8 named & role-tagged
Founders Hidden — book a demo/100 quality score
Key operators 4 quality Hidden — book a demo/100
Potential founders Hidden — book a demo likely future founders
Startup mafia Hidden — book a demo alumni-founded startups
Talent movements Hidden — book a demo in · Hidden — book a demo out past 12 months

Source: Dealroom Talent Intelligence.

Global footprint

Workforce and web traffic by country
Workforce by country
2 countries with
team presence
🇺🇸 United States90.9%
🇸🇬 Singapore9.1%
2 countries shown

Market sentiment

Posts on X, past 7 days

An AI-synthesised read of the highest-engagement posts about Inferact on X, ranked by likes and reposts, corporate channels excluded.

Reading the room on X — pulling top posts and synthesizing themes…

Source: X recent search ranked by engagement (likes + retweets) · Synthesis by Claude · Cached for 1 hour

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