QpiAI vs Modal

Modal has a disclosed valuation of $150M, while QpiAI's valuation is not publicly available, making a direct size comparison difficult. Modal employs 30 people.

Modal has raised more in total funding at $20M, compared to QpiAI's $3M — a gap of $17M. Combined, the two companies have completed 1 known funding rounds.

Modal holds the higher Awaira Score at 71/100, compared to QpiAI's 35/100. The Awaira Score is a composite metric factoring in valuation, funding, stage, team size, and market presence — a 36-point gap that reflects meaningful differences in scale or traction.

QpiAI was founded by Nagendra Nagaraja in 2019. Modal was founded by Erik Bernhardsson in 2021. Visit each company's profile on Awaira for a full founder biography.

QpiAI: QpiAI develops a hybrid quantum-classical computing platform designed to accelerate AI and optimization workloads, combining quantum processing units with conventional AI accelerators. The company builds both quantum hardware prototypes and a software stack that abstracts quantum circuits for enterprise and research users in India.\n\nThe company raised approximately $3M in Seed funding and has partnered with national research institutions and defence organizations pursuing quantum-AI applications. QpiAI targets industries where combinatorial optimization problems — logistics routing, drug discovery, financial portfolio optimization — stand to benefit from quantum speedup.\n\nIndia's national quantum mission has allocated significant capital to domestic quantum computing development, and QpiAI is positioned as one of the few vertically integrated players with both hardware and AI software capabilities. As quantum hardware matures, the company's early investment in the full stack gives it a differentiated position in the emerging quantum-AI convergence market. 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.

QpiAI was founded first in 2019, giving it 2 years of additional market experience. Modal was founded later in 2021. In AI, even a year or two of head start can translate into significantly more training data, customer relationships, and institutional knowledge.

QpiAI has approximately 10-50 employees, while Modal has approximately 30. A larger team often signals higher revenue or venture backing, but in AI, smaller teams are increasingly capable of building at scale.

Yes, QpiAI and Modal are direct competitors — both operate in the AI Infrastructure space and likely target overlapping customer segments. This comparison is especially relevant for buyers evaluating both platforms.