ResearchBenchmarksMatching on Profiles n=1000 matches (synthetic)Follow68.7Precision@5Cognibit2.55619.72836.954.072Apr 6, 2026Evaluation ResultsMethodMethodLinksPrecision@5Recall@5nDCG@5CognibitCost/Match=$18.20Cost/Match=$18.202026.0468.765.278.2Simple LLMCost/Match=$0.85Cost/Match=$0.852026.0442.340.253.1HybridCost/Match=$0.02Cost/Match=$0.022026.0434.833.145.6CFCost/Match=$0.01Cost/Match=$0.012026.0431.229.842.1CBCost/Match=$0.01Cost/Match=$0.012026.0428.727.138.9RandomCost/Match=$0.00Cost/Match=$0.002026.045.14.812.2