Ripple 65B Preview Release - Base - OpenBookQA (acc_norm) - 0-shot: leaderboard

Ricursive Ripple-65B Preview native base comparison, immutable card revision e27e171792f303d74c048184e8259ba663cfa0d5. Pretrain-only base checkpoints; no instruct or midtraining merge. Exact native metric and shot count are in the board name; pass@1 sample counts and temperatures remain as printed. Official-card and internal Olmes-fork results retain distinct provenance. Native percentages, higher is better. Ripple-65B Base Preview:in-house/Ricursive Olmes fork; Laguna M.1 225B:in-house/Ricursive Olmes fork; DeepSeek V3.1 671B:in-house/Ricursive Olmes fork; DeepSeek V4 Flash 284B:in-house/Ricursive Olmes fork; Nemotron 3 Ultra 550B:official-card. Terminal-Bench self-reported and Terminus2 comparisons are separate; native table80.5 is retained, not replaced by prose80.52. No throughput/cost/model-size row is a benchmark. This source family alone does not establish independent main-rank eligibility.

Metric: Native OpenBookQA (acc_norm) (%). Source: huggingface.co. Saturation forecast: Rough model projection: around 2026. 5 models tracked.

Top models

#ModelScoreOverall rank
1DeepSeek V3.1 671B (Ripple Release Run: phase=Base;origin=in-house;precision=unreported;shots=0-shot;harness=Ricursive Olmes fork)50.4
2Laguna M.1 225B (Ripple Release Run: phase=Base;origin=in-house;precision=unreported;shots=0-shot;harness=Ricursive Olmes fork)48.6
3Nemotron 3 Ultra 550B (Ripple Release Run: phase=Base;origin=official-card;precision=unreported;shots=0-shot)48.6
4DeepSeek V4 Flash 284B (Ripple Release Run: phase=Base;origin=in-house;precision=unreported;shots=0-shot;harness=Ricursive Olmes fork)48
5Ripple-65B Base Preview (Ripple Release Run: phase=Base;origin=in-house;precision=BF16;shots=0-shot;harness=Ricursive Olmes fork)47.4

Interactive version: theaggregate.ai/benchmark?slug=ripple-65b-preview-release-base-openbookqa-acc-norm-0-shot · How It Works · Data refreshed daily, snapshot 2026-11-06.