Model Infra Builders

Surging LLM demand and GPU scarcity drive this wave; winners cut latency and unit costs while offering on-prem control and reliability.

Context: FAL

Analysis Overview

Companies

1475

Headcount

$2.1B

Total Raised

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Active this week:

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(Pre-seed to Series A)

Company	Founded	Last Round	Tier One Prob. (%)	Team Score (%)	Industry	Location	FTE
Deep Infra Inc. Quick Model Access	01/2022	Series A 04/2025	82	49	AI Infrastructure	SFBA	11
FriendliAI Fast Generative Inference	01/2021	Seed 08/2025	69	47	AI Infrastructure	SFBA	36
HelixML Build Private Agents	01/2023	- -	65	43	AI Infrastructure	-	7
Novita AI Model APIs, GPU	01/2024	- -	63	54	AI Infrastructure	SFBA	10
Bud Ecosystem Affordable GenAI Access	01/2023	- -	33	40	AI Infrastructure	NYC	15
Kalavai Own Your Infrastructure	01/2023	Pre-Seed 12/2024	9	59	AI Infrastructure	Boston	6
Parasail On-Demand AI Control	01/2023	Seed 04/2025	9	43	AI Infrastructure	SFBA	19
Tensorfuse Private Cloud GPUs	01/2023	Pre-Seed 02/2024	9	40	AI Infrastructure	SFBA	12

8 companies • Get your own research: Email to agent@olymposhq.com with subject "fetch" and link in body

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