LoCoMo + BEAM Memory Benchmark Explorer

v4 adds BEAM score collection and a separate BEAM adopter section. Proven leader status remains adoption-gated; BEAM adoption is tracked separately to avoid mixing ecosystem adoption, LoCoMo strength, and BEAM scale testing.
Proven LoCoMo leaders stay pinned BEAM 10M highlighted separately Self-published claims marked Retrieval-only separated
Scores are shown as published. BEAM and LoCoMo scoring protocols differ; retrieval-only and search-snippet-only rows are not ranked against end-to-end judged results. Data source URLs are included in the CSV.