InclusionAI·inclusionAI/Ring-2.6-1T
Ring 2.6 1T is ModelCap current-board rank #74 with Index 58.0 (Measured), from the ModelCap Index as of 22 Sept 2026, 03:10 UTC.
Ring 2.6 1T weight access is open weights, from ModelCap classification of published repository metadata as of 22 Sept 2026, 03:10 UTC.
Snapshot facts · download the public dataset · methodology
OpenRouter endpoint status could not be refreshed. This model is not treated as currently served until a successful observation arrives.
Current provider status is unavailable.
Structured rows reported in this exact model repository at the pinned revision below. They are the publisher talking about itself: never measured evidence, never a score input on their own. They remain quarantined until dataset revision, harness, configuration and identity pass ModelCap’s independent admission review.
BES normalizes admitted public benchmark evidence for measured Index rows. Its legacy score and observables prior do not define the public language rank.
These adoption and deployment observations remain context only. They do not change this model's ModelCap Index score or rank.
The bounded 0–100 capability score blends each source’s competitive placement with its published achievement, then combines capability families. Evidence breadth adds a modest uncertainty adjustment; price and popularity are not part of benchmark-led rank.
Missing: artifactReproducibility.base-lineage, deployability.independent-provider-records, deployability.measured-provider-uptime, deployability.published-provider-pricing, deployability.declared-capacity, evaluationProvenance.evaluation-dataset-revisions.
A metadata completeness and deployability index—not a safety certification, quality grade, or production-readiness claim.
Market Gravity uses OpenRouter’s full-catalogue popularity order. Sparse Vercel top-ten observations appear only when published and do not affect the score.
This model is visible because it is available in the live catalogue, but it has no trustworthy community result yet. ModelCap does not infer a quality score from price, features, or market activity.
OpenRouter weekly popularity across the full model catalogue.
Independent providers versus the model's open or closed cohort, weighted by uptime.
Hugging Face 30-day downloads for open models; neutral for closed models.
Time since first public availability, on a six-month half-life.
Open weights. Downloadable weights are published under an OSI or free-culture license in the current repository metadata. This describes weight availability, not whether the full training stack qualifies as Open Source AI.
Models within 3 places of #74 on the ModelCap Index.
The same publisher's other current models with a public Index position.
Ring 2.6 1T holds ModelCap Index position #74 of 248 ranked language models as of 22 September 2026, with an Index score of 58.0 (interval 38.2–77.8); evidence: measured. The Index combines public benchmark boards with published uncertainty; the methodology page explains the weighting.
No live API price is listed for Ring 2.6 1T in the current snapshot as of 22 September 2026 because the latest endpoint refresh was unavailable. ModelCap shows a price only when a provider currently lists one.
Open weights (mit). Downloadable weights are published under an OSI or free-culture license in the current repository metadata. This describes weight availability, not whether the full training stack qualifies as Open Source AI. The repository is inclusionAI/Ring-2.6-1T on Hugging Face.
Ring 2.6 1T has published results on 3 public boards tracked by ModelCap as of 22 September 2026: AA Intelligence Index 16.6 (#111 of 151), AA τ²-Bench Telecom 92.4% (#54 of 436) and AA Humanity's Last Exam 21.6% (#169 of 615). Each board page ranks every tracked model on that benchmark; the ModelCap Index combines them with published uncertainty.
Ring 2.6 1T ranks #74 (Index 58.0) and Intern S2 Preview ranks #75 (Index 58.0) on the ModelCap Index as of 22 September 2026. The head-to-head page lines up their benchmarks, listed prices, context windows and provider counts side by side.
Ring 2.6 1T first appeared in the catalogue on 14 May 2026. It is the current version in its family. Rank and price movements since then are recorded on the site's changes feed.