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Mem0

Tracked across 33 snapshots (2026-02-03 → 2026-07-19).

Tool detailAsk about this trajectory
Latest rating
60
Rating delta
-8
Latest signal
Assessed
Assessed
Caps now applied
2

Rating timeline

02550751002026-02-03 — rating 68, Assessed2026-02-06 — rating 68, Assessed2026-02-07 — rating 68, Assessed2026-02-09 — rating 68, Assessed2026-02-18 — rating 68, Assessed2026-02-19 — rating 68, Assessed2026-02-22 — rating 68, Assessed2026-02-23 — rating 68, Assessed2026-02-26 — rating 62, Assessed2026-03-02 — rating 62, Assessed2026-03-07 — rating 62, Assessed2026-03-08 — rating 62, Assessed2026-03-12 — rating 62, Assessed2026-03-30 — rating 62, Assessed2026-04-07 — rating 62, Assessed2026-04-09 — rating 62, Assessed2026-04-10 — rating 62, Assessed2026-04-20 — rating 63, Assessed2026-04-21 — rating 63, Assessed2026-04-30 — rating 63, Assessed2026-05-04 — rating 52, Assessed2026-05-05 — rating 62, Assessed2026-05-16 — rating 64, Assessed2026-05-18 — rating 64, Assessed2026-05-28 — rating 64, Assessed2026-06-10 — rating 63, Assessed2026-06-12 — rating 63, Assessed2026-06-26 — rating 60, Assessed2026-06-28 — rating 60, Assessed2026-06-29 — rating 60, Assessed2026-07-03 — rating 60, Assessed2026-07-13 — rating 60, Assessed2026-07-19 — rating 60, Assessed2026-02-032026-04-102026-07-19

Dimension trajectory

Autonomy

7/20
2002026-02-03 — 10/202026-02-06 — 10/202026-02-07 — 10/202026-02-09 — 10/202026-02-18 — 10/202026-02-19 — 10/202026-02-22 — 10/202026-02-23 — 10/202026-02-26 — 7/202026-03-02 — 7/202026-03-07 — 7/202026-03-08 — 7/202026-03-12 — 7/202026-03-30 — 7/202026-04-07 — 7/202026-04-09 — 7/202026-04-10 — 7/202026-04-20 — 7/202026-04-21 — 7/202026-04-30 — 7/202026-05-04 — 7/202026-05-05 — 7/202026-05-16 — 7/202026-05-18 — 7/202026-05-28 — 7/202026-06-10 — 7/202026-06-12 — 7/202026-06-26 — 7/202026-06-28 — 7/202026-06-29 — 7/202026-07-03 — 7/202026-07-13 — 7/202026-07-19 — 7/20

Integration

9/20
2002026-02-03 — 14/202026-02-06 — 14/202026-02-07 — 14/202026-02-09 — 14/202026-02-18 — 14/202026-02-19 — 14/202026-02-22 — 14/202026-02-23 — 14/202026-02-26 — 9/202026-03-02 — 9/202026-03-07 — 9/202026-03-08 — 9/202026-03-12 — 9/202026-03-30 — 9/202026-04-07 — 9/202026-04-09 — 9/202026-04-10 — 9/202026-04-20 — 10/202026-04-21 — 10/202026-04-30 — 10/202026-05-04 — 9/202026-05-05 — 9/202026-05-16 — 10/202026-05-18 — 10/202026-05-28 — 10/202026-06-10 — 9/202026-06-12 — 9/202026-06-26 — 9/202026-06-28 — 9/202026-06-29 — 9/202026-07-03 — 9/202026-07-13 — 9/202026-07-19 — 9/20

Context

18/20
2002026-02-03 — 18/202026-02-06 — 18/202026-02-07 — 18/202026-02-09 — 18/202026-02-18 — 18/202026-02-19 — 18/202026-02-22 — 18/202026-02-23 — 18/202026-02-26 — 17/202026-03-02 — 17/202026-03-07 — 17/202026-03-08 — 17/202026-03-12 — 17/202026-03-30 — 17/202026-04-07 — 17/202026-04-09 — 17/202026-04-10 — 17/202026-04-20 — 16/202026-04-21 — 16/202026-04-30 — 16/202026-05-04 — 17/202026-05-05 — 17/202026-05-16 — 18/202026-05-18 — 18/202026-05-28 — 18/202026-06-10 — 18/202026-06-12 — 18/202026-06-26 — 18/202026-06-28 — 18/202026-06-29 — 18/202026-07-03 — 18/202026-07-13 — 18/202026-07-19 — 18/20

Compliance

9/20
2002026-02-03 — 16/202026-02-06 — 16/202026-02-07 — 16/202026-02-09 — 16/202026-02-18 — 16/202026-02-19 — 16/202026-02-22 — 16/202026-02-23 — 16/202026-02-26 — 15/202026-03-02 — 15/202026-03-07 — 15/202026-03-08 — 15/202026-03-12 — 15/202026-03-30 — 15/202026-04-07 — 15/202026-04-09 — 15/202026-04-10 — 15/202026-04-20 — 13/202026-04-21 — 13/202026-04-30 — 13/202026-05-04 — 15/202026-05-05 — 15/202026-05-16 — 14/202026-05-18 — 14/202026-05-28 — 13/202026-06-10 — 12/202026-06-12 — 12/202026-06-26 — 9/202026-06-28 — 9/202026-06-29 — 9/202026-07-03 — 9/202026-07-13 — 9/202026-07-19 — 9/20

Viability

14/20
2002026-04-20 — 15/202026-04-21 — 15/202026-04-30 — 15/202026-05-04 — 0/202026-05-16 — 13/202026-05-18 — 13/202026-05-28 — 14/202026-06-10 — 14/202026-06-12 — 14/202026-06-26 — 14/202026-06-28 — 14/202026-06-29 — 14/202026-07-03 — 14/202026-07-13 — 14/202026-07-19 — 14/20

Interface

15/20
2002026-02-03 — 10/202026-02-06 — 10/202026-02-07 — 10/202026-02-09 — 10/202026-02-18 — 10/202026-02-19 — 10/202026-02-22 — 10/202026-02-23 — 10/202026-02-26 — 14/202026-03-02 — 14/202026-03-07 — 14/202026-03-08 — 14/202026-03-12 — 14/202026-03-30 — 14/202026-04-07 — 14/202026-04-09 — 14/202026-04-10 — 14/202026-04-20 — 14/202026-04-21 — 14/202026-04-30 — 14/202026-05-04 — 14/202026-05-05 — 14/202026-05-16 — 15/202026-05-18 — 15/202026-05-28 — 15/202026-06-10 — 15/202026-06-12 — 15/202026-06-26 — 15/202026-06-28 — 15/202026-06-29 — 15/202026-07-03 — 15/202026-07-13 — 15/202026-07-19 — 15/20

Cap timeline

Q2 26Q3 26reliability-complaintsreliability-complaints: 2026-05-16 → 2026-07-19unvalidated-benchmarksunvalidated-benchmarks: 2026-02-26 → 2026-04-10unvalidated-benchmarks: 2026-05-04 → 2026-07-19

Notable events

  • 2026-02-26Cap +unvalidated-benchmarks
  • 2026-02-26Drop-6 rating
  • 2026-04-20Cap −unvalidated-benchmarks
  • 2026-05-04Cap +unvalidated-benchmarks
  • 2026-05-04Drop-11 rating
  • 2026-05-05Jump+10 rating
  • 2026-05-16Cap +reliability-complaints

What would move this next

UP: #4875/GHSA-5gv3-2fv6-jvhx patched (PR #4878 merged, patched release ships) AND no new critical/high CVE — compliance can be reassessed upward from 9 once patched; independent third-party LoCoMo/LongMemEval validation of v2.0 figures, SOC 2 Type II certification completed, GitHub #4573 closed with verified production junk-rate metrics, sustained reliability with no new operator-migration signals, SSO/SCIM + training-opt-out documented, Series B funding. DOWN: #4875 escalated to Critical (CVSS 9.0+) or exploited in the wild, new direct-codebase critical CVE, v2.0 benchmark claims formally refuted by independent replication, reliability complaints escalate beyond current multi-source baseline, competitive displacement accelerates (e.g., AWS Strands SDK exclusivity flips), team attrition or Series A runway concerns.