Side-by-side comparison of AI visibility scores, market position, and capabilities
Raised $140M (Dec 2025) led by Sequoia at $4.5B valuation — third raise of 2025, $500M+ total. Dominant API layer for open-source image, video, and audio generative models at scale.
Fal.ai is the dominant API infrastructure layer for running open-source generative AI models at scale — a "compute platform for generative AI" that lets developers deploy and inference any model from Hugging Face or custom training runs without managing GPU infrastructure. The company raised $140 million in December 2025 led by Sequoia Capital at a $4.5 billion valuation, its third fundraise in 2025, bringing total capital to $500 million+.
Adept AI raised $415M to pioneer computer-use AI agents; its core research and agent team moved to Amazon in 2024 in a landmark talent acquisition while the company continues developing ACT-1 for enterprise automation.
Adept AI was founded in 2022 by a team of former OpenAI, DeepMind, and Google Brain researchers to build AI that can take actions on computers — navigating software interfaces, filling forms, and executing multi-step workflows in any application. Its ACT-1 model demonstrated the ability to control web browsers and desktop applications through natural language instructions, pioneering the computer-use agent paradigm that Anthropic later commercialized with Claude's computer use feature.
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