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Ricursive Intelligence releases Ripple 65B open coding model

Ricursive Intelligence has released Ripple 65B Preview, an open-weight coding model claiming superior performance on benchmarks like Terminal-Bench 2.1 and SWE-Bench Pro v2.0 Hard. This release is significant because it focuses on practical application, aiming to enable developers to make reliable repository changes. The model's permissive Apache 2.0 license is a key differentiator, allowing broad access and modification, which is crucial in the competitive landscape of increasingly capable open models from China, such as Moonshot's Kimi K3.1 Pro. AI

IMPACT Sets a new benchmark for open-weight coding models, potentially accelerating practical developer tool adoption.

RANK_REASON Frontier-lab model release with system card and permissive license. [lever_c_demoted from frontier_release: ic=1 ai=1.0]

Read on dev.to — LLM tag →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Ricursive Intelligence releases Ripple 65B open coding model

How we ranked this

Signal score
33 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Significant
Frontier-lab model release with system card and permissive license. [lever_c_demoted from frontier_release: ic=1 ai=1.0]
Source corroboration
Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics
model release, product
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AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
Breaking (< 6h)
Fresh story with cross-source coverage still developing. Ranking may shift as more sources report.

Full methodology in our editorial standards.

COVERAGE [1]

  1. dev.to — LLM tag TIER_1 English(EN) · Jaromir Tesar ·

    Ripple 65B Puts Open Coding Models to a More Practical Test

    <p><strong>The significance of Ripple 65B Preview is not simply that it claims a benchmark lead. Its real test is whether developers can turn that lead into reliable repository changes at an acceptable cost, and whether a permissive license can help the United States keep pace wi…