ResearchBenchmarksAgentic Automation on Terminal-Bench agentic 2.0Follow74.2QualityOkshot39.46448.48257.566.518Jun 25, 2026Evaluation ResultsMethodMethodLinksQualityCostError Rate ReductionOkshotk-shot=10k-shot=102026.0674.2122.89156.4Okshotk=1k=12026.0657.412.28928.1SOTA LLM2026.0640.82.608—SOTA LLM2026.0640.82.608—