Shadeform vs Manus AI
Side-by-side comparison of AI visibility scores, market position, and capabilities
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.
About
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.
General-purpose autonomous AI agent. $125M+ revenue run rate. Acquired by Meta for $2B+ (Dec 2025). Founded 2022, China/Singapore. MIT Innovators Under 35.
About
Manus AI is a general-purpose autonomous AI agent developed by Butterfly Effect Pte Ltd, founded in 2022 by Yichao "Peak" Ji and Xiao Hong. Relocated from China to Singapore (mid-2025). Launched March 6, 2025, autonomously handling complex tasks like market research, coding, data analysis, and content creation without human intervention.
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