Model record
Ring-2.6-1T model overview
Ring-2.6-1T is a open weights model from InclusionAI. Its release date was unavailable during review. Its strongest case is downloadable weights, while buyers should account for release date and weight license unavailable.
Ring-2.6-1T benchmark snapshot
| Evaluation | Reported score | What it probes |
|---|---|---|
| MMLU-Pro | Not reported | Broad knowledge and multi-step reasoning |
| GPQA Diamond | Not reported | Graduate-level science reasoning |
| SWE-bench Verified | Not reported | Verified real-repository issue resolution |
| LiveCodeBench | Not reported | Contamination-aware competitive programming |
| SWE-Bench Pro | Not reported | Longer, harder professional software tasks |
| Artificial Analysis Intelligence Index | Not reported | Composite third-party capability index; version matters |
Scores are percentages reported by model creators or benchmark maintainers under varying settings. A blank is preferable to an inferred result. See our methodology.
Ring-2.6-1T strengths
- Downloadable weights
- Reasoning controls
- Documented context extension
Ring-2.6-1T limitations
- Release date and weight license unavailable
- Active parameters and pricing unavailable
Editorial take: Benchmark rank should narrow a shortlist, not close a purchase. Run a private evaluation with representative prompts, failure cases, latency targets, and total token costs.
Source record
Specifications and scores are linked to the best source located during review. Provider-reported results are not presented as third-party lab reproductions.
Source limitation: The base context is retained; a 256K extension is documented. Repository-code MIT is not treated as the weight license. Official repository: https://github.com/inclusionAI/Ling
Read InclusionAI Ring model card ↗