# Ricursive releases Ripple-65B Preview with up to 1M context

_Published Wednesday, November 4, 2026 at 4:04 PM EST · AI · Latest · Tier 2 — Notable_

![Ricursive releases Ripple-65B Preview with up to 1M context — Primary](https://framerusercontent.com/images/u4OXzV0utwAtaPgcVxQtTXmkg.png)

Ricursive Intelligence released Ripple-65B Preview on Hugging Face, Together AI, GMI Cloud and OpenRouter, the company announced. The open-weight model supports up to 1M context length and is a general-purpose variant of the proprietary model used in its AI chip design platform.

Ricursive says the model was pretrained on 12 trillion tokens and achieved 80.52 on TerminalBench 2.1, a benchmark for agentic coding. It reports $32M in total development and training costs, including experiments, synthetic data generation and final training runs.

The company chose a dense Transformer architecture designed for efficient training and serving on NVIDIA hardware. The release carries a Preview label; its performance and cost figures are company claims.

## Sources

- [ricursive.com](https://www.ricursive.com/ripple)

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Canonical: https://techandbusiness.org/newswire/Umy0JVGTYswz9S7yt8zboz
Published: 2026-11-04T21:04:02.200Z
Story chronology: 2026-11-04T18:53:29.000Z
Retrieved: 2026-11-04T22:59:52.400Z
Publisher: Tech & Business (techandbusiness.org)