Ling-2.6-1T: benchmark results
InclusionAI's open 1T-parameter Ling 2.6 MoE, the non-reasoning counterpart to Ring-2.6-1T. Provider: InclusionAI. Released 2026-04-23. Access: Open.
Unified ELO 1600 ± 1, rank #267 of 1392 rated models, from 47 benchmark results.
Strongest benchmark results
| Benchmark | Score | Metric | Percentile |
|---|---|---|---|
| AA Omniscience - Software Engineering (SWE) - HTML | 48 | Accuracy (%) | 85.8 |
| AA TAU-2 Bench | 89.77 | Accuracy (%) | 84.3 |
| AA Omniscience - Software Engineering (SWE) - JavaScript | 40.91 | Accuracy (%) | 83.4 |
| AA Omniscience - Software Engineering (SWE) - TypeScript | 36.67 | Accuracy (%) | 82.4 |
| AA Omniscience - Software Engineering (SWE) - Dart | 28 | Accuracy (%) | 82.1 |
| AA Omniscience - Software Engineering (SWE) - Java | 23 | Accuracy (%) | 81.7 |
| CritPt | 30 | Accuracy (self-reported) | 80.8 |
| AA Omniscience - Software Engineering (SWE) - Kotlin | 28 | Accuracy (%) | 80.5 |
| Wolfram LLM Benchmarking Project | 55.1 | Correct Functionality (%) | 79.9 |
| AA Omniscience - Software Engineering (SWE) - PHP | 34 | Accuracy (%) | 79.4 |
| AA Omniscience - Software Engineering (SWE) - C | 48 | Accuracy (%) | 78.3 |
| AA Omniscience - Software Engineering (SWE) - Python | 27 | Accuracy (%) | 76.8 |
Interactive version: theaggregate.ai/model?slug=ling-2-6-1t · How It Works · Data refreshed daily, snapshot 2026-09-05.