ResearchBenchmarksCode Generation on LiveBench CodingCode Generation on LiveBench CodingFollow93.8Quality (%)Okshot81.73684.8688891.132Jun 25, 2026Evaluation resultsMethodMethodLinksQuality (%)Cost ($)Error Rate Reduction (%)Okshotk-shot=10k-shot=102026.0693.80.78964.9Okshotk=1k=12026.0689.80.07943SOTA LLM2026.0682.20.011—SOTA LLM2026.0682.20.011—