inclusionAI: Ring-2.6-1T

Ring-2.6-1T is a text-only model from inclusionAI with a 262,144-token context window and a 65,536-token output limit. It supports tool use and reasoning, which makes it usable for multi-step workflows and agentic pipelines. Structured output support is unconfirmed, so developers who depend on that capability should verify independently before building against it. On price, the model sits at $0.075 per million input tokens and $0.625 per million output tokens, placing it toward the budget end for output costs. Its blended benchmark score of 50.2 across only three benchmarks is modest and should be treated as preliminary; coding tasks scored notably higher at 70.7, while agentic performance came in at 31.1. Teams doing code-heavy work on a limited budget have the clearest reason to shortlist it, but anyone evaluating general or agentic use cases should weigh the thin benchmark coverage carefully.