
ArticleLocal AIAI Coding
Ricursive Ripple-65B Preview benchmark: 0.028 on Gauntlet, 0.0814 on Forge, plus LFM3-1.7B
We ran Ricursive's Ripple-65B Preview and Liquid AI's LFM3-1.7B through our agentic coding benchmarks. Ripple scored 0.028 on the Gauntlet: one wiring line broke its API, and its tests went around the server. Its two Forge 2.0 builds scored 0.0858 and 0.0770, a little above the 0.0617 of the unchanged starter app. LFM3-1.7B stopped itself with 30 calls left and changed no file on Forge 2.0. On a Mac, llama.cpp runs both and mlx-lm runs neither yet.