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 1623 ± 26, rank #430 of 1776 rated models, from 49 benchmark results.
Strongest benchmark results
| Benchmark | Score | Metric | Percentile |
|---|---|---|---|
| AA TAU-2 Bench | 89.77 | Accuracy (%) | 84.2 |
| Wolfram LLM Benchmarking Project | 55.1 | Correct Functionality (%) | 81.5 |
| AA Omniscience - Software Engineering (SWE) - HTML | 46 | Accuracy (%) | 75 |
| AA Terminal-Bench Hard | 31.06 | Accuracy (%) | 73.7 |
| AA Omniscience - Software Engineering (SWE) - JavaScript | 40.91 | Accuracy (%) | 72 |
| AA Omniscience - Software Engineering (SWE) - Kotlin | 28 | Accuracy (%) | 71.9 |
| AA Omniscience - Software Engineering (SWE) - Dart | 28 | Accuracy (%) | 70.8 |
| BLXBench | 75.3 | Score (self-reported) | 70.8 |
| Artificial Analysis Intelligence Index | 26.05 | Intelligence Index | 70.7 |
| AA Omniscience - Software Engineering (SWE) - TypeScript | 34.44 | Accuracy (%) | 69.5 |
| AA IFBench | 56.87 | Accuracy (%) | 67.9 |
| AA Omniscience - Software Engineering (SWE) - PHP | 34 | Accuracy (%) | 67.7 |
Interactive version: theaggregate.ai/model?slug=ling-2-6-1t · How the rankings work · Data refreshed daily, snapshot 2026-07-22.