WhatA marketplace where researchers and companies publish, discover, and deploy open-weight small models with standardized benchmarks, licensing, and one-click hosting.
SignalDevelopers are alarmed that big tech companies are pulling back from releasing open-weight models, and they see this as counterproductive since the real value is shifting from the model itself to the tooling and harness around it.
Why NowMajor labs are closing their model weights in 2026 after years of open releases, creating a vacuum for a neutral platform that incentivizes and curates open-weight alternatives.
MarketStartups and developers who rely on open models for customization and self-hosting; $1-3B TAM; HuggingFace is adjacent but lacks curation, hosting, and a business model aligned with open-weight advocacy.
MoatCommunity and network effects — becoming the trusted hub for open-weight models creates strong lock-in as both publishers and consumers concentrate on the platform.
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