Cohere Memory Usage Quality

Progress Over Time

Interactive timeline showing model performance evolution on Cohere Memory Usage Quality

State-of-the-art frontier
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Cohere Memory Usage Quality Leaderboard

1 models
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1218B
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About this benchmark

What is 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.

Cohere Memory Usage Quality is a text benchmark evaluating models on memory, reasoning, and agents tasks. LLM Stats tracks 1 models on this benchmark, scored on a 0–1 scale. The current average is 0.5, with the leader at 0.5.

Compare leaders on the best AI for memory, best AI for reasoning and best AI for agents leaderboards.

Current leaders

Command A+ from Cohere currently leads the Cohere Memory Usage Quality leaderboard with a score of 0.540 across 1 evaluated AI models.

1Command A+Cohere54.0%

FAQ

Common questions about the Cohere Memory Usage Quality benchmark and leaderboard.

What is the Cohere Memory Usage Quality benchmark?

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.

What is the Cohere Memory Usage Quality leaderboard?

The Cohere Memory Usage Quality leaderboard ranks 1 AI models based on their performance on this benchmark. Currently, Command A+ by Cohere leads with a score of 0.540. The average score across all models is 0.540.

What is the highest Cohere Memory Usage Quality score?

The highest Cohere Memory Usage Quality score is 0.540, achieved by Command A+ from Cohere.

How many models are evaluated on Cohere Memory Usage Quality?

1 models have been evaluated on the Cohere Memory Usage Quality benchmark, with 0 verified results and 1 self-reported results.

What categories does Cohere Memory Usage Quality cover?

Cohere Memory Usage Quality is categorized under memory, reasoning, and agents. The benchmark evaluates text models.

What is the best open-source model on Cohere Memory Usage Quality?

Command A+ by Cohere is the top-ranked open-source model on Cohere Memory Usage Quality, with a score of 0.540 (rank #1).

How recent are the Cohere Memory Usage Quality leaderboard results?

The Cohere Memory Usage Quality leaderboard was last updated in June 2026 and currently includes 1 evaluated models.