Ling-1T: benchmark results
Ant Group inclusionAI's open trillion-parameter MoE flagship (~50B active), tuned for code, math and efficient inference (October 2025). Provider: InclusionAI. Released 2025-10-09. Access: Open.
Aggregate Rating 1632 ± 18, rank #348 of 1656 rated models, from 150 benchmark results.
Strongest benchmark results
| Benchmark | Score | Metric | Percentile |
|---|---|---|---|
| OpenCompass Knowledge - Social Science - English (CompassBench 2510) | 93 | Score (%) | 100 |
| OpenCompass Knowledge - Science - Chinese (CompassBench 2510) | 92 | Score (%) | 90.4 |
| OpenCompass Reasoning - Puzzle - English (CompassBench 2510) | 92 | Score (%) | 88.5 |
| OpenCompass Math - College - Chinese (CompassBench 2510) | 56 | Score (%) | 86.5 |
| OpenCompass Reasoning - Common - Chinese (CompassBench 2510) | 81.4 | Score (%) | 84.6 |
| OpenCompass Knowledge - Engineering - English (CompassBench 2510) | 88 | Score (%) | 82.7 |
| OpenCompass LLM - Knowledge - Chinese (CompassBench 2510) | 88.2 | Score (%) | 82.7 |
| AA Omniscience - Software Engineering (SWE) - HTML | 44 | Accuracy (%) | 80.7 |
| AA MMLU-Pro | 82.2 | Accuracy (%) | 79 |
| BenchTable - STEM | 70 | Weighted Score (%) | 77.6 |
| AA Omniscience - Software Engineering (SWE) - Java | 21 | Accuracy (%) | 77.3 |
| OpenCompass Knowledge - Engineering - Chinese (CompassBench 2510) | 93 | Score (%) | 76.9 |
Interactive version: theaggregate.ai/model?slug=ling-1t · How It Works · Data refreshed daily, snapshot 2026-10-20.