Shadeform vs LanceDB
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.
Open-source vector database with embedded deployment for RAG and semantic search; Lance columnar format with multimodal support for text, image, and video embeddings.
About
LanceDB is an open-source vector database purpose-built for AI applications, offering serverless vector storage with embedded deployment, multimodal data support (text, images, video, audio), and native integration with popular AI development frameworks. Founded in 2022 and headquartered in San Francisco, LanceDB raised $10 million in seed funding and has gained significant traction among AI developers building retrieval-augmented generation (RAG) systems, semantic search applications, and multimodal AI pipelines.
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