Shadeform

Emerging

SF YC S23 GPU cloud marketplace at $1M revenue Jun 2024 with 5 employees; $500K seed with unified API across 20+ GPU clouds (Lambda/Nebius/Crusoe) solving GPU shortage competing with CoreWeave for ML infrastructure access.

Company Overview

About Shadeform

Shadeform is a San Francisco-based GPU cloud marketplace — backed by Y Combinator (S23) with $500,000 in seed funding from Charlotte Fund, Gravity Fund, Soma Capital, Y Combinator, and 7 additional investors — providing ML engineers, data scientists, and enterprises with a unified API and console for accessing and deploying GPU workloads across 20+ GPU cloud providers including Lambda Labs, Nebius, and Crusoe, achieving $1 million in annual revenue in June 2024 with a 5-person team. Founded in 2023 by Ed Goode and Ronald Ding, Shadeform addresses the GPU shortage and cloud fragmentation problem by aggregating GPU supply across multiple providers behind a single interface with smooth provisioning.

Business Model & Competitive Advantage

Shadeform's GPU marketplace addresses the infrastructure access problem for ML teams during periods of GPU scarcity: training large language models or deploying GPU inference requires A100 and H100 access that was frequently unavailable on major clouds (AWS, GCP, Azure) during the 2023-2024 AI GPU shortage — leading ML teams to manually search across Lambda Labs, CoreWeave, Nebius, Crusoe, and other GPU cloud alternatives, each with different pricing models, API conventions, and provisioning workflows. Shadeform's unified API (standardizing the provisioning, configuration, and management commands across all connected GPU clouds behind a consistent interface) allows ML engineers to deploy training jobs and inference endpoints without writing provider-specific integration code — while the marketplace's real-time availability aggregation identifies which providers have capacity for the requested GPU type and instance configuration.

Competitive Landscape 2025–2026

In 2025, Shadeform competes in the GPU cloud, ML infrastructure marketplace, and cloud compute aggregation market with CoreWeave (GPU cloud provider, $8.6B raised at $19B valuation), Together AI (cloud for AI models, $102M raised), and Prime Intellect (decentralized GPU compute, $15M raised) for ML team and enterprise GPU compute access and multi-cloud ML deployment platform adoption. Y Combinator S23 backing connects Shadeform with the AI infrastructure investment community. The $1M ARR at 5 employees validates strong capital efficiency in the infrastructure marketplace category. The 2025 strategy focuses on growing the enterprise AI deployment use case (companies running inference at scale who need GPU availability guarantees), building the cost optimization engine for automatic workload routing to cheapest available GPU capacity, and expanding the coverage to Nvidia DGX Cloud and additional European GPU providers for global coverage.

Revenue
$1M
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Key Differentiators

Emerging Innovator

Shadeform is an emerging player bringing innovative solutions to the Infrastructure market.

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