question answering benchmark
Cohere Agentic Question Answering
Cohere's internal North evaluation for measuring how well a model answers enterprise questions using MCP-connected cloud file systems. Scores are reported with LLM-as-a-judge techniques.
Updated Aug 11, 2026
Models1
Model coverage1
MetricScore
EvidenceB
Cohere Agentic Question Answering Ranking
Higher score ranks better on this benchmark.
| 01 | CO | 65.0% | 100.0% | 1 | C |
Cohere Agentic Question Answering Highlights
The leading models and scores on this benchmark.
What is Cohere Agentic Question Answering?
What Cohere Agentic Question Answering measures and how its scores work.
Cohere's internal North evaluation for measuring how well a model answers enterprise questions using MCP-connected cloud file systems. 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 Agentic Question Answering
- Modality
- text
- Primary category
- question answering
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- cohere-agentic-question-answering|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about Cohere Agentic Question Answering.
Which model scores highest on Cohere Agentic Question Answering?
Command A+ is currently ranked first with 65.0%.
What does Cohere Agentic Question Answering measure?
Cohere's internal North evaluation for measuring how well a model answers enterprise questions using MCP-connected cloud file systems. 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.