R
Ripple 65B Preview
Ripple-65B-Preview by ricursiveAI, a 65B model with native tool calling, served in BF16.
Specifications
| Lab | Ricursive Intelligence |
|---|---|
| Context window | 1M tokens |
| Input price | $0.20/1M |
| Output price | $0.60/1M |
| Release | Nov 2026 |
Strengths
- 65B-parameter dense open-weight model with a 1M-token context window
- Provider-reported state-of-the-art among US open-weight models on agentic coding
- Native tool calling for agentic workflows
- Pretrained on 12 trillion tokens
Weaknesses
- Preview release with limited independent benchmark coverage
- Smaller scale than frontier 100B+ dense flagships
- New lab with no long-term serving track record
Best for
- Agentic coding workflows
- Long-context document and codebase processing
- Self-hosted open-weight deployment
- Tool-using applications
In Depth: Ripple 65B Preview
Summary
Ripple 65B Preview is an AI model from Ricursive Intelligence.
Released in Nov 2026. It takes text input and produces text output, with a context window of 1M tokens. Input pricing is $0.20 per 1M tokens and output is $0.60 per 1M tokens on OpenRouter.