Ripple-65B flops in single-GPU coding test against Qwen 27B despite SOTA claims

DZhang50 · x · 2026-11-06

RicursiveAI released Ripple-65B Preview, a 65B dense model pretrained from scratch claiming SOTA on agentic coding among US open-weight models. But in a same-prompt test on one DGX Spark, Qwen 27B produced 75K tokens in 53 minutes and worked first try, while Ripple-65B burned 68K tokens over 66 minutes, self-fixed 3 times, and still missed the bug that turned the scene into floating walls — needing a manual 3-line patch. Bigger isn't better here.

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