memory benchmark
Cohere Memory Usage Quality Leaderboard
Cohere Memory Usage Quality is Cohere's internal North evaluation of how well an agent uses information from North's memory system across sessions.
Updated Sep 5, 2026
Models1
Model coverage1
MetricScore
EvidenceB
Cohere Memory Usage Quality Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelCO | Score54.00% | Percentile100.00% | Participants1 | EvidenceC | Evaluated |
Cohere Memory Usage Quality Highlights
The leading models and scores on this benchmark.
The Top AI Models for Cohere Memory Usage Quality
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
Ranking basisThis cohere memory usage quality AI model leaderboard uses descending score in the benchmark original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.
- 01COCohere
- Score
- 54.00%
- Price
- $2.5 input / $10 output per 1M tokens
Strengths
- Ranks #1 of 1 compared models
- 100th percentile on this benchmark
- C evidence result
Considerations
- This result measures Cohere Memory Usage Quality, not total model capability
Selection summary
Best AI Models for Cohere Memory Usage Quality
Command A+ currently leads Cohere Memory Usage Quality with 54.00%. 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 Cohere Memory Usage Quality?
What Cohere Memory Usage Quality measures and how its scores work.
Cohere Memory Usage Quality is Cohere's internal North evaluation for memory usage across sessions.
It measures how well an agent uses information from North's memory system across sessions, with scores reported as a Score ratio using 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
- overall
LLM Stats. 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 54.00%.
What are the top three models on Cohere Memory Usage Quality?
The current leaders are Command A+ (54.00%).
Which Cohere Memory Usage Quality model has the lowest official input price?
Command A+ has the lowest matched official input price at $2.5 input / $10 output per 1M tokens.
Which models are fastest among Cohere Memory Usage Quality 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.