Every round on record, with the sources behind each and the investors on them.
A developer of AI hardware tools and physics-based models
tensormachines.orgSan Francisco, CAAI
3 sources · checked 2 times, last 2h ago
Source 1 names Kleiner Perkins as lead, but the company's PR Newswire release names Omni VC; the release prevails. Sources 1 and 2 write the amount as $1.5M, while the release writes $1.5 million.
| Round | Amount | Announced | Lead | Buzz |
|---|---|---|---|---|
| Pre-seed | $1.5M | 2026-10-07 | Omni VC | 3 outlets. #71 in Trending |
3 sources · checked 2 times, last 2h ago [ VERIFIED ] read against 3 sources Source 1 names Kleiner Perkins as lead, but the company's PR Newswire release names Omni VC; the release prevails. Sources 1 and 2 write the amount as $1.5M, while the release writes $1.5 million. | ||||
Tensor Machines is building a physics-informed optimization layer that predicts what each GPU can sustain and guides how it should run.
AI-infrastructure operators cannot tell from GPU specifications or hourly prices how much useful AI output their systems sustain, and Tensor Machines' tests found nearly 15% variation in token throughput across GPUs of the same model along with disproportionate power/performance tradeoffs. Its $1.5 million pre-seed funds an open-source benchmark and proprietary physics-based models that are in private beta with select bare-metal providers and neo-cloud design partners.
Checked against 9 sources today
Also named as backers in company research: NVIDIA Inception Program