Groq vs Baseten

By valuation, Groq is the larger company at $20B versus $5B — a 4x difference. Size can also be measured by team: Groq employs 300 people while Baseten has 150 employees.

Groq has raised more in total funding at $1.4B, compared to Baseten's $585M — a gap of $805M. Combined, the two companies have completed 10 known funding rounds.

It's a dead heat — both Groq and Baseten sit at 80/100 on the Awaira Score. That score factors in valuation, funding, stage, headcount, and category.

Groq was founded by Jonathan Ross in 2016. Baseten was founded by Tuhin Srivastava in 2019. Visit each company's profile on Awaira for a full founder biography.

Groq: Groq is an AI infrastructure company founded in 2016 that designs and manufactures specialized processors for artificial intelligence workloads. The company's core product is the Language Processing Unit (LPU), a custom-built chip architecture optimized for inference tasks in large language models and other AI applications. Unlike traditional GPUs designed for general-purpose computing, Groq's LPUs prioritize deterministic latency and throughput for sequential AI processing, enabling faster token generation in inference scenarios. Groq has positioned itself as an alternative to NVIDIA's GPU-dominated infrastructure market, targeting enterprises requiring high-performance AI inference at scale. The company offers cloud-based access to its hardware through GroqCloud, allowing developers to run inference workloads with reduced latency compared to conventional GPU implementations. Groq operates in the competitive AI infrastructure sector, competing with established players like NVIDIA, as well as emerging alternatives including custom chip manufacturers and cloud providers developing proprietary AI accelerators. In December 2025, Nvidia and Groq announced an agreement reportedly valued at approximately $20 billion to license Groq's AI inference technology. Groq's growth trajectory reflects increasing enterprise demand for efficient inference infrastructure. Groq's LPU architecture specifically optimizes for inference latency rather than training, addressing a distinct performance bottleneck in deployed AI systems. Groq operates in the AI Infrastructure sector and is headquartered in United States. Founded in 2016 by Jonathan Ross, Groq has raised $1.4B in total funding, achieving a valuation of $20B as of its latest round. The company's funding journey includes a Series A of $30M in 2019, a Series B of $40M in 2021, a Series C of $300M in 2021, a Series D of $450M in 2023. The most recent round was led by SoftBank Vision Fund 2. With approximately 300 employees, Groq has established itself as a Acquired-stage player in the AI Infrastructure market. The company holds an Awaira Score of 80/100, reflecting its strong position across valuation, funding trajectory, team scale, and market influence. Groq competes in a rapidly evolving segment alongside other AI Infrastructure companies. Based in United States, Groq is part of a growing international AI ecosystem attracting talent and investment. The AI Infrastructure space has attracted significant investment in recent years, with companies racing to capture enterprise and consumer demand for AI-powered solutions. Baseten: Baseten is an AI infrastructure company that provides a platform for deploying, scaling, and managing machine learning models in production. Founded in 2019, the company offers a serverless computing environment specifically designed for AI workloads, enabling developers and organizations to run large language models and other AI applications without managing underlying infrastructure. The platform handles model serving, auto-scaling, and resource optimization, abstracting away operational complexity. Baseten supports various model types and frameworks, allowing users to deploy custom models or utilize pre-built solutions. The company targets enterprises and developers requiring reliable, scalable inference infrastructure for AI applications. Its technology stack emphasizes performance optimization and cost efficiency for computationally intensive AI workloads. Baseten has secured $585 million in total funding, achieving a $5.0 billion valuation, positioning it among well-capitalized AI infrastructure providers. The company operates in a competitive landscape alongside similar platforms offering model deployment and inference services. Its growth trajectory reflects increasing enterprise demand for managed AI infrastructure solutions as organizations accelerate AI adoption. The Series E funding stage indicates maturity and substantial market validation. Baseten competes with other infrastructure providers offering model serving capabilities, differentiated through its focus on ease of use and performance optimization for production AI workloads. Baseten addresses the critical infrastructure gap between AI model development and reliable production deployment at scale.

Groq got there first, launching in 2016 — that's 3 years of extra runway. Baseten didn't arrive until 2019. In AI, that kind of head start means more training data, deeper customer relationships, and a bigger talent moat.

Groq has about 300 employees; Baseten has about 150. A bigger team usually means more revenue or heavier VC backing, but in AI, small teams can build at massive scale.

Yes — they're direct rivals. Both Groq and Baseten compete in AI Infrastructure, targeting many of the same buyers. If you're evaluating one, you should be looking at the other.