ResearchBenchmarksReasoning on LiveBench Reasoning (Quality, Cost, Error Reduction)Reasoning on LiveBench Reasoning (Quality, Cost, Error Reduction)Follow98.5Quality ScoreOkshot92.15693.80395.4597.097Jun 25, 2026Evaluation resultsMethodMethodLinksQuality ScoreCost ($)Error Rate Reduction (%)Okshotk-shot=10k-shot=102026.0698.51.12180.4SOTA LLM2026.0692.40.01—