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memory benchmark

CI Memories Coverage Leaderboard

CI Memories measures privacy behavior in memory-enabled agents using contextual-integrity scenarios. This metric reports evaluation coverage.

Updated Aug 17, 2026

Models1
Model coverage1
MetricScore
EvidenceB

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CI Memories Coverage Ranking

Higher score ranks better on this benchmark.

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Rank
Model
Score
Percentile
Participants
Evidence
Evaluated
Rank01ModelMEMuse Glimmer-30BMetaScore64.8%Percentile100.0%Participants1EvidenceCEvaluatedAug 17, 2026

CI Memories Coverage Highlights

The leading models and scores on this benchmark.

Rank #1Muse Glimmer-30B64.8%

The Top AI Models for CI Memories Coverage

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 coverage AI model leaderboard uses descending score in the benchmark's original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.

  1. 01
    ME
    Muse Glimmer-30BMeta
    Score
    64.8%

    Strengths

    • Ranks #1 of 1 compared models
    • 100th percentile on this benchmark
    • C evidence result

    Considerations

    • This result measures CI Memories Coverage, not total model capability

Selection summary

Best AI Models for CI Memories Coverage

Muse Glimmer-30B currently leads CI Memories Coverage with 64.8%. 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.

Benchmark rank #1Muse Glimmer-30B64.8%

What is CI Memories Coverage?

What CI Memories Coverage measures and how its scores work.

CI Memories measures privacy behavior in memory-enabled agents using contextual-integrity scenarios. This metric reports evaluation coverage.

Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.

Family
CI Memories Coverage
Modality
text
Primary category
memory
Score direction
higher
LLMBoard eligible
No
Evaluation key
ci-memories-coverage|llm-stats-current

Benchmark scores retain their original unit. Overall score eligibility is shown separately.

FAQ

Common questions about CI Memories Coverage.

Which model scores highest on CI Memories Coverage?

Muse Glimmer-30B is currently ranked first with 64.8%.

What does CI Memories Coverage measure?

CI Memories measures privacy behavior in memory-enabled agents using contextual-integrity scenarios. This metric reports evaluation coverage.

Is a higher score better?

Yes. Higher values rank better for this benchmark.

How many models are compared?

1 model results are currently shown.

Does this benchmark affect the overall score?

No. This benchmark is shown for reference but does not contribute to the overall score.