memory benchmark
Cohere Memory Usage Quality
Cohere's internal North evaluation for measuring how well an agent uses information from North's memory system across sessions. Scores are reported with LLM-as-a-judge techniques.
Updated Aug 11, 2026
Models1
Model coverage1
MetricScore
EvidenceB
Cohere Memory Usage Quality Ranking
Higher score ranks better on this benchmark.
| 1 | CO | 54.0% | 100.0% | 1 | C |
Cohere Memory Usage Quality Highlights
The leading models and scores on this benchmark.
What is Cohere Memory Usage Quality?
What Cohere Memory Usage Quality measures and how its scores work.
Cohere's internal North evaluation for measuring how well an agent uses information from North's memory system across sessions. Scores are reported with LLM-as-a-judge techniques.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- Cohere Memory Usage Quality
- Modality
- text
- Primary category
- memory
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- cohere-memory-usage-quality|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about Cohere Memory Usage Quality.
Which model scores highest on Cohere Memory Usage Quality?
Command A+ is currently ranked first with 54.0%.
What does Cohere Memory Usage Quality measure?
Cohere's internal North evaluation for measuring how well an agent uses information from North's memory system across sessions. Scores are reported with LLM-as-a-judge techniques.
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.