The problem
Enterprises and governments want powerful AI models they can control and run themselves, not only closed APIs
What they do
US open-weight frontier AI lab building models for coding, reasoning and enterprise agents
Traction No disclosed revenue; $7B+ compute deals (SpaceX, Nebius); first model only just launched
Hiring trend
- Open roles
- 45
- Ops roles
- 4
- Headcount
- ~230
Headcount ~60 (Oct 2025) → ~230 (Jul 2026, est.); 47 open roles
Hiring in
- San Francisco
- New York
- London
Latest news
Oct 2026
Unveiled Beam, its first open-weight model (501B params); weights due this month ↗Funding
- Last round
- ~$2.5B
- Stage
- Series C
- Date
- Apr 2026
Led by Nvidia (led $2B Series B, Oct 2025); Sequoia, Lightspeed
- Hiring+245 open roles on the live job board (30+ roles = +2)
- Funding recency+2Series C · ~$2.5B, Apr 2026 (6 months ago): 6 months or less = +1.5, $100M+ round +0.5
- Traction+1.5Strong growth: No disclosed revenue; $7B+ compute deals (SpaceX, Nebius); first model only just launched
- Red flags0None found in the last 24 months
- Total5.52 + 2 + 1.5 − 0 = 5.5 → Sprint (4.75 or more)
Distance (Unproven) is a separate read on how long the lead can last. It doesn't change the score.
Distance
Unproven
Priced on team and thesis; first model just unveiled with unverified benchmarks against Meta, OpenAI gpt-oss and Chinese open labs. Nvidia acquisition talks reported Oct 2026.
Sources: Quartz/Yahoo: Reflection launches Beam (Oct 2026) ↗ · Tech Startups: Nvidia in talks to acquire Reflection AI (Oct 2026) ↗
Last checked Oct 25, 2026