Ripple-65B-Preview tops open-weight agentic board with 98.2% job completion

ryanshrout · x · 2026-11-10

Ripple-65B-Preview, a 64.8B dense open-weight model from new US lab Ricursive AI, completed 98.2% of multi-step enterprise jobs in Signal65 PINNACLE testing — the highest of any open-weight model, ahead of Qwen3.8-Flash-Next (97.1%), Beam-1.0 NVFP4 (96.1%) and even the frontier tier (96.7%), at roughly 1/12th the size of neighboring models. Weak spots: retrieval and fabrication.

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