memory benchmark
CI Memories Violation Rate Leaderboard
CI Memories Violation Rate measures privacy failures in memory-enabled agents using contextual-integrity scenarios.
Updated Sep 5, 2026
Models1
Model coverage1
MetricScore
EvidenceB
CI Memories Violation Rate Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelME | Score26.40% | Percentile100.00% | Participants1 | EvidenceC | Evaluated |
CI Memories Violation Rate Highlights
The leading models and scores on this benchmark.
The Top AI Models for CI Memories Violation Rate
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
Ranking basisThis ci memories violation rate AI model leaderboard uses descending score in the benchmark original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.
- 01MEMeta
- Score
- 26.40%
Strengths
- Ranks #1 of 1 compared models
- 100th percentile on this benchmark
- C evidence result
Considerations
- This result measures CI Memories Violation Rate, not total model capability
Selection summary
Best AI Models for CI Memories Violation Rate
Muse Glimmer-30B currently leads CI Memories Violation Rate with 26.40%. It is the top model on this specific benchmark, while the best LLM for the broader task should also be checked against other benchmarks, price, and runtime.
Use this leaderboard with the supporting benchmark results and coverage details above. A leaderboard position summarizes the selected ranking signal; it does not replace workload-specific testing.
What is CI Memories Violation Rate?
What CI Memories Violation Rate measures and how its scores work.
CI Memories is a benchmark for evaluating privacy failures in memory-enabled agents using contextual-integrity scenarios.
It measures violation rate as a ratio; lower is better.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- CI Memories Violation Rate
- Modality
- text
- Primary category
- memory
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- overall
LLM Stats. Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about CI Memories Violation Rate.
Which model scores highest on CI Memories Violation Rate?
Muse Glimmer-30B is currently ranked first with 26.40%.
What are the top three models on CI Memories Violation Rate?
The current leaders are Muse Glimmer-30B (26.40%).
Which CI Memories Violation Rate model has the lowest official input price?
No matched official input price is currently available.
Which models are fastest among CI Memories Violation Rate results?
No matched runtime record is currently available.
Does the highest score result prove overall model quality?
No. This benchmark measures one defined capability or task. The overall LLMBoard score uses a separate aggregation across eligible benchmark evidence.