Anyscale vs Modal

By valuation, Modal is the larger company at $1.1B versus $1B — a 1.1x difference. Size can also be measured by team: Anyscale employs 250 people while Modal has 30 employees.

Anyscale has raised more in total funding at $281M, compared to Modal's $111M — a gap of $170M. Combined, the two companies have completed 4 known funding rounds.

Anyscale leads with an Awaira Score of 72/100, while Modal sits at 71/100. That 1-point gap reflects real differences in funding, scale, and traction — it's not a vanity metric.

Anyscale was founded by Robert Nishihara in 2019. Modal was founded by Erik Bernhardsson in 2021. Visit each company's profile on Awaira for a full founder biography.

Anyscale: Anyscale is an AI infrastructure company founded in 2019 that develops and commercializes Ray, an open-source distributed computing framework. Ray enables developers to scale Python applications from laptops to clusters, addressing the computational demands of machine learning workloads. The company provides both open-source Ray and commercial offerings, including Ray Cloud, a managed platform for running distributed AI applications. Anyscale's technology stack focuses on simplifying distributed computing for data scientists and ML engineers who lack distributed systems expertise. Ray supports tasks like hyperparameter tuning, reinforcement learning, and large-scale model training. The framework has gained adoption across organizations building production AI systems. The company has raised $281 million across multiple funding rounds, achieving a $1.0 billion valuation as of its Series C stage. This positions Anyscale within the competitive AI infrastructure market alongside companies addressing similar distributed computing challenges. Anyscale's competitive positioning centers on Ray's ease of use compared to traditional distributed computing frameworks. The open-source community contribution has driven adoption, while the commercial platform generates recurring revenue. The company operates in a growing sector as organizations increasingly require scalable infrastructure for large language models and complex AI workloads. Anyscale monetizes an influential open-source framework by offering managed services and enterprise support to organizations scaling AI applications. Modal: Modal is an AI infrastructure company founded in 2021 that provides cloud computing tools for machine learning and artificial intelligence applications. The platform enables developers to build, deploy, and scale AI models with reduced infrastructure complexity. Modal's core offering centers on serverless computing infrastructure specifically optimized for AI workloads, allowing users to run GPU-intensive tasks without managing underlying hardware directly. The company positions itself within the broader AI infrastructure category, competing alongside platforms like Replicate, Lambda Labs, and cloud providers' AI services. Modal's approach focuses on simplifying the deployment pipeline for machine learning models, enabling developers to move from development to production environments more efficiently. The platform supports various frameworks and use cases including LLM inference, image generation, and general machine learning tasks. Founded in 2021, Modal operates at the Seed stage with total funding of $20 million and a valuation of $0.1 billion. The company benefits from growing demand for accessible AI infrastructure as organizations scale machine learning workloads. Modal's customer base includes AI developers and teams building applications that require computational resources beyond typical cloud offerings. The competitive landscape remains fragmented, with multiple players addressing different aspects of AI infrastructure. Modal's growth trajectory reflects broader market expansion in AI tooling and infrastructure services. Modal addresses the infrastructure gap between AI research and production deployment by offering serverless computing optimized specifically for GPU-intensive machine learning workloads.

Anyscale got there first, launching in 2019 — that's 2 years of extra runway. Modal didn't arrive until 2021. In AI, that kind of head start means more training data, deeper customer relationships, and a bigger talent moat.

Anyscale has about 250 employees; Modal has about 30. 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 Anyscale and Modal compete in AI Infrastructure, targeting many of the same buyers. If you're evaluating one, you should be looking at the other.