RunPod vs Modal

Modal has a disclosed valuation of $1.1B, while RunPod's valuation is not publicly available, making a direct size comparison difficult. Modal employs 30 people.

Modal has raised more in total funding at $111M, compared to RunPod's $22M — a gap of $89M. Combined, the two companies have completed 2 known funding rounds.

RunPod 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.

RunPod was founded by Zhen Wang in 2022. Modal was founded by Erik Bernhardsson in 2021. Visit each company's profile on Awaira for a full founder biography.

RunPod: RunPod is a cloud computing platform founded in 2022 that provides GPU and compute resources optimized for AI workloads. The company offers serverless GPU computing, allowing developers and organizations to access high-performance hardware on-demand without managing infrastructure. RunPod's platform supports various AI applications including model training, inference, and fine-tuning across popular frameworks like PyTorch and TensorFlow. The company positions itself within the broader AI infrastructure category, competing alongside services like Lambda Labs, Vast.ai, and traditional cloud providers' GPU offerings. RunPod emphasizes accessibility and cost-efficiency, targeting small teams, researchers, and enterprises seeking flexible compute capacity without long-term commitments. The platform provides both spot instances and on-demand pricing models, appealing to users with variable computational needs. RunPod has secured $22 million in total funding and operates at the Seed stage, indicating early-stage growth with significant investor backing. The company has gained traction in the open-source AI community and among developers building generative AI applications. Its competitive positioning centers on ease of use, competitive pricing, and developer-friendly tooling. RunPod's growth trajectory reflects broader market demand for accessible AI infrastructure as model development and deployment become more prevalent across industries. RunPod democratizes access to GPU computing by eliminating infrastructure management overhead, allowing developers to scale AI workloads instantly without capital investment. 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.

Modal got there first, launching in 2021 — that's 1 year of extra runway. RunPod didn't arrive until 2022. In AI, that kind of head start means more training data, deeper customer relationships, and a bigger talent moat.

RunPod has about 75 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 RunPod and Modal compete in AI Infrastructure, targeting many of the same buyers. If you're evaluating one, you should be looking at the other.