Ring-1T: benchmark results

InclusionAI's open 1T-parameter Ring 1T reasoning MoE (October 2025). Provider: InclusionAI. Released 2025-07-01. Access: Open.

Unified ELO 1587 ± 1, rank #301 of 1392 rated models, from 65 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
CritPt60Accuracy (self-reported)91.9
AA AIME 202589.33Accuracy (%)89.3
ConStory-Bench0.54CED errors per 10K words (lower is better)81.2
UGI - Natural Intelligence33.69NatInt Score80.2
AA Omniscience - Software Engineering (SWE) - Julia20Accuracy (%)75.4
Kagi LLM Benchmark66.4Accuracy (%)74.6
AA Omniscience - Software Engineering (SWE) - Kotlin24Accuracy (%)72.5
UGI Leaderboard41.69UGI Score71.1
AA Omniscience - Software Engineering (SWE) - Swift40Accuracy (%)70.1
LLM2014 Logic 2025-1046.07Median Score69.4
AA Omniscience - Software Engineering (SWE) - Python23.47Accuracy (%)67.2
AA Omniscience - Software Engineering (SWE) - C41Accuracy (%)66.4

Interactive version: theaggregate.ai/model?slug=ring-1t · How It Works · Data refreshed daily, snapshot 2026-09-05.