ResearchBenchmarksToken Consumption Analysis on LongMemEval-10Token Consumption Analysis on LongMemEval-10Follow136,536,579E2E Input TokensMem0-4,869,227.8831,841,895.0668,553,018105,264,140.94Jun 2, 2026Evaluation resultsMethodMethodLinksE2E Input TokensPrompt TokensPrompt Memory UsageCompletion Memory UsageTotal Memory UsageRecomputed E2E TokensMem02026.06136,536,579275,117136,261,4622,659,930138,921,392139,200,067DMF2026.06569,457569,457000573,692