Benchmarks
Live benchmark results comparing MemOS against Mem0 and other memory systems.
BEAM-1M (Production Scale)
| Category | MemOS | Mem0 |
|---|---|---|
| Overall (recall@10) | 95.9% | 64.1% |
| Temporal Reasoning | 97.1% | 16.3% |
| Contradiction Resolution | 88.6% | 35.7% |
Token Efficiency
| Format | Tokens (20 entries) | Savings vs JSON |
|---|---|---|
| JSON (full objects) | 5,479 | — |
| Verbose TOON | 1,522 | 72.2% |
| Compact TOON (new) | 1,229 | 77.6% |