Oura Ring vs Modal
Side-by-side comparison of AI visibility scores, market position, and capabilities
Smart ring maker raised $900M Series E at $11B valuation in Oct 2025; projects $1B+ revenue in 2025 and $1.5B in 2026; 5.5M rings shipped; 80% hardware and 20% subscription revenue mix; dominates wrist-free health tracking for sleep and recovery.
About
Oura is a Finnish health technology company best known for its smart ring — a wearable that tracks sleep, heart rate variability, body temperature, and readiness scores. Founded in 2013 and headquartered in San Francisco with R&D roots in Oulu, Finland, the company has shipped over 5.5 million rings globally since 2015, with nearly 3 million sold in 2025 alone.\n\nIn October 2025, Oura closed a $900M Series E led by Fidelity Management & Research, with participation from Iconiq, Whale Rock, and Atreides, pushing its valuation to approximately $11 billion — more than double its prior $5.2B round. The company reported over $500 million in revenue in 2024 and projected sales to exceed $1 billion in 2025, with a $1.5 billion forecast for 2026. Revenue is roughly 80% hardware and 20% monthly subscriptions at $6 per member.\n\nOura has built a strong enterprise and healthcare channel, partnering with the NBA, NFL, and major health systems to position the ring as a clinical-grade passive monitoring device. The subscription layer, with 2 million paying members, underpins a high-retention, recurring-revenue model that differentiates it from commoditized fitness trackers.
Serverless GPU cloud platform for AI/ML with Python-native deployment and per-second billing; developer-favorite scaling from zero competing with Replicate and Beam for AI compute.
About
Modal is a serverless cloud computing platform purpose-built for AI and machine learning workloads — providing on-demand GPU compute that scales instantly from zero with per-second billing, container management, distributed training support, and a Python-native developer experience that makes running ML workloads in the cloud feel as simple as running code locally. Founded in 2021 in New York City and backed by Redpoint Ventures and other investors, Modal has grown rapidly as AI development has accelerated demand for flexible, developer-friendly GPU infrastructure.\n\nModal's developer experience is its primary differentiator — engineers write Python functions decorated with @modal.function() and deploy them to the cloud with a single command, with Modal handling container building, GPU provisioning, auto-scaling, and execution. The platform supports training jobs that need distributed compute across multiple GPUs, model serving endpoints that scale to zero when unused (eliminating idle GPU costs), and batch inference jobs that process large datasets. The per-second billing model means developers pay only for actual compute time, not provisioned instances.\n\nIn 2025, Modal competes in the AI infrastructure market with Replicate, Beam, Banana, and major cloud providers' managed ML services (AWS SageMaker, Google Vertex AI, Azure ML) for serverless GPU compute. The market for AI-specific cloud infrastructure has grown dramatically as the number of ML engineers deploying models to production has expanded — traditional cloud providers require significant DevOps expertise to use GPU instances effectively, while Modal's Python-native approach reduces the barrier to entry. Modal has attracted a strong developer following among AI researchers and ML engineers building production AI applications. The 2025 strategy focuses on growing the developer community, adding enterprise features (dedicated GPU capacity, private networking, compliance), and expanding the hardware options available (H100 GPUs, custom accelerators).
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