Covariant vs Waymo

Waymo has a disclosed valuation of $126B, while Covariant's valuation is not publicly available, making a direct size comparison difficult. Waymo employs 3500 people.

Waymo has raised more in total funding at $27.1B, compared to Covariant's $222M — a gap of $26.9B. Combined, the two companies have completed 6 known funding rounds.

Waymo leads with an Awaira Score of 96/100, while Covariant sits at 70/100. That 26-point gap reflects real differences in funding, scale, and traction — it's not a vanity metric.

Covariant was founded by Pieter Abbeel in 2017. Waymo was founded by Sebastian Thrun in 2009. Visit each company's profile on Awaira for a full founder biography.

Covariant: Covariant builds an AI robotic picking and automation platform that enables warehouse and fulfillment robots to handle the enormous variety of product shapes, sizes, and packaging types encountered in real-world logistics operations. The platform is built on RFM-1, a foundation model for robotics trained on one of the largest robotics datasets ever assembled, enabling generalized manipulation capabilities across new product types without task-specific retraining.\n\nThe company raised approximately 222 million USD and has deployed its AI in warehouse environments at major retailers and logistics operators in North America and Europe, with robots handling millions of picks per day across diverse SKU catalogs. Covariant was founded by researchers from UC Berkeley with foundational backgrounds in deep reinforcement learning for robotic manipulation.\n\nIntelligent robotic picking remains one of the hardest unsolved problems in warehouse automation, as the combinatorial variety of product types encountered in e-commerce fulfillment exceeds what rule-based vision systems can handle reliably. Covariant approach of training a generalist manipulation model on large-scale real-world robotics data parallels the approach that made large language models broadly capable, and represents one of the most technically credible attempts to bring general robot AI to industrial deployment at scale. Waymo: Waymo is an autonomous vehicle company founded in 2009 as Google's self-driving car project before becoming an independent Alphabet subsidiary. The company develops full-stack autonomous driving technology, including perception systems, planning algorithms, and simulation platforms that enable vehicles to operate without human drivers. Waymo's core offering centers on autonomous ride-hailing services and commercial trucking solutions. Its Waymo Driver technology stack processes sensor data from lidar, radar, and cameras to navigate complex environments. The company operates Waymo One, a commercial robotaxi service in Phoenix and San Francisco, serving thousands of regular passengers. Waymo has also launched Waymo Via, focusing on autonomous freight and logistics. With $27.1 billion in total funding and a $126 billion valuation, Waymo maintains significant financial backing from Alphabet and external investors. The company competes directly with Tesla, Cruise, Aurora, and traditional automotive manufacturers developing autonomous capabilities. Waymo's competitive advantages include extensive real-world testing data, Google's computational resources, and established operational services generating continuous learning. The company has achieved notable milestones including driverless taxi operations without safety drivers in urban environments and partnerships with established fleet operators. Growth trajectory focuses on geographic expansion of ride-hailing services and scaling autonomous freight operations across North America. Waymo operates the only commercially deployed, fully autonomous ride-hailing service at meaningful scale in the United States.

Waymo got there first, launching in 2009 — that's 8 years of extra runway. Covariant didn't arrive until 2017. In AI, that kind of head start means more training data, deeper customer relationships, and a bigger talent moat.

Covariant has about 100-500 employees; Waymo has about 3500. 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 Covariant and Waymo compete in AI Robotics, targeting many of the same buyers. If you're evaluating one, you should be looking at the other.