Command R+
Cohere’s enterprise-oriented Command R+ emphasizes retrieval-grounded answers and tool orchestration patterns for business data.
Provider
Cohere
Model family
Cohere Command
LLM
Cost tier
Plus
Status
Current
Release Apr 4, 2024
Why teams choose it
Complex reasoning
Useful for workflows that require structured thinking, multi-step logic, and deeper analysis than lightweight models provide.
Long-context analysis
Helps teams summarize, compare, and extract insights from long documents without losing important nuance.
Cohere roadmap vigilance
Use published model pages—not stale marketing blurbs—for modalities, quotas, pricing, and policy; schedule revalidation tied to vendor release notes.
Cost-efficient routing
Useful as part of a routing stack where cheap models handle drafts and confirmations and this tier handles genuinely hard passages.
Tradeoffs to know
- Frontier creative tasks may lag best-in-class general chat models—evaluate per use case.
- Connector patterns require solid chunking and access control at retrieval time.
When not to use this
- Not ideal for simple tasks where cheaper models in the same lineup are good enough.
- Avoid for regulated or high-stakes outputs without evaluations that mimic your tooling, data, and review process.
- Pair catalog notes with comparisons and your own benchmarks before declaring a routing winner.
Technical specs
- Inputs
- text
- Outputs
- text
- Capabilities
- RAG, tool use, multilingual
- License
- Proprietary API
- Model string
command-r-plus
Benchmarks
{
"rag_benchmarks": "competitive"
}Cohere Command family lineup
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