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Terminal-Bench 2.1 stories

Nov 4, 2026

Ricursive releases Ripple-65B Preview open-weight coding model

Ricursive Intelligence released Ripple-65B Preview, a 65-billion parameter dense open-weight model pretrained from scratch for agentic coding. The model scores 80.5 on Terminal-Bench 2.1 and is available under Apache 2.0 license.

Nov 4, 2026·2 sources

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Top claims

▪On mathematics evaluations, Ripple-65B Preview scored 98.3 on AIME 2025 and 90.5 on the February 2026 HMMT benchmark
▪Ripple-65B Preview achieved a self-reported score of 80.5 on Terminal-Bench 2.1, topping reported U.S. open-weight coding models as of November 2026
▪Ricursive Intelligence pretrained Ripple-65B Preview from scratch on 12 trillion text and code tokens at an 8,000 sequence length

Topics

AI benchmarks Pre-training Meta Nvidia RTX Spark Reinforcement Learning SWE-Bench Verified AI Models AI coding Coding agents AI agents Open-weight models

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