Side-by-side comparison of AI visibility scores, market position, and capabilities
$20M total raised. Trinity-Large-Thinking (400B param, Apache 2.0) launched April 2026 — hit #1 most-used open model on OpenRouter with 80.6B tokens/day peak. Led 33-day training run on 2048 NVIDIA B300 GPUs.
Arcee AI is a scrappy open-source model lab that bet nearly half its total funding on a single 33-day training run on 2,048 NVIDIA B300 Blackwell GPUs to train Trinity-Large-Thinking — a 400 billion parameter model released under Apache 2.0 license in April 2026. The model hit #1 on OpenRouter's most-used open model ranking and peaked at 80.6 billion tokens served per day — making it one of the most-used open-weight models from a non-Chinese AI lab.
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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