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Ricursive Intelligence Launches Ripple-65B Preview Model

Ricursive Intelligence Launches Ripple-65B Preview Model

First seen 4 Nov 2026, 21:55 UTC • •

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ThreatCluster AI
ThreatCluster •November 4, 2026 at 21:56 UTC
  • •Ripple-65B Preview scores 80.52 on TerminalBench 2.1, surpassing larger models.
  • •Developed for $32 million, significantly less than competitors' costs.
  • •Available on multiple platforms including Hugging Face and GMI Cloud.

Ricursive Intelligence has unveiled Ripple-65B Preview, a 65 billion parameter dense Transformer model pretrained on 12 trillion tokens. The model achieves a score of 80.52 on TerminalBench 2.1, outperforming larger models like Reflection Beam 501B and NVIDIA Nemotron 3 Ultra 550B. Ripple-65B Preview is designed for efficient training and serving on NVIDIA hardware, with a focus on reducing infrastructure complexity. The model's development cost was significantly lower than competitors, at $32 million compared to estimates of up to $1 billion for similar models. The release is available on platforms such as Hugging Face and GMI Cloud, with a focus on agentic coding tasks. The architecture allows for low-latency token generation and strong reasoning performance. This release marks a significant advancement in AI model efficiency and performance, particularly for local device deployment.

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Timeline

2026-11-04
Ripple-65B Preview launched
Ricursive Intelligence released Ripple-65B Preview, a new AI model achieving state-of-the-art performance.
News.Ycombinator
2026-11-04
Model available on platforms
Ripple-65B Preview is now accessible on Hugging Face, Together AI, GMI Cloud, and OpenRouter.
huggingface.co

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Common questions

What is Ripple-65B Preview?
Ripple-65B Preview is a 65 billion parameter AI model designed for efficient coding tasks.
How does it compare to other models?
It outperforms larger models like Reflection Beam 501B and NVIDIA Nemotron 3 Ultra 550B on TerminalBench.
Where can I access Ripple-65B Preview?
The model is available on platforms such as Hugging Face, Together AI, and GMI Cloud.