Ricursive Releases Open-Weight Model Ripple-65B Preview, Scoring 80.52 on TerminalBench 2.1

November 5: According to an announcement from Ricursive Intelligence, the company has released Ripple-65B Preview, a 65B dense open-weight model pretrained from scratch that supports a context length of up to roughly 1 million tokens. The company says it scored 80.52 on the agentic coding benchmark TerminalBench 2.1, surpassing the larger-parameter U.S. open-weight model Reflection Beam 501B (80.1), among others. Total R&D cost was about $32 million, and the weights are now available on Hugging Face, Together AI, GMI Cloud, and OpenRouter.