VERIFIED ORGANISATION

Cohere

Explore the documented models, published evaluations and primary sources associated with this organisation.

01 / MODELS

Verified catalogue

ENTERPRISE AND RAG

Command A+

Enterprise RAG, multilingual use, and private deployment.

16 SEP 2026 ENTERPRISE MULTIMODAL EMBEDDING

Cohere Embed 4

Multimodal embedding model for text, images, and mixed documents with configurable dimensions.

18 SEP 2026 RAG AND TOOLS

Command R 08‑2024

Previous commercial model optimized for RAG, citations, tools, and high performance on enterprise workloads.

18 SEP 2026 ENTERPRISE MULTIMODAL EMBEDDING

Cohere Embed 5 Pro

Embedding model for high-quality indexing of text, images and mixed documents. Supports over one hundred languages and shares a vector space with Embed 5 Fast, allowing documents to be indexed with Pro and queried with Fast without rebuilding the index.

01 OCT 2026 ENTERPRISE MULTIMODAL EMBEDDING

Cohere Embed 5 Fast

Embedding variant for interactive search, agent queries and high traffic. Accepts text, images and mixed documents in over one hundred languages. Shares Pro's vector space to query existing indexes at a lower text cost.

01 OCT 2026
02 / EVALUATIONS

Published results

Figures are shown with the context reported by their source. A provider result is not an independent comparison and does not replace your own evaluation.

ModelBenchmarkResultMetric
Command A+Throughput frente a Command A Reasoning+110 %Throughput
Command A+Latencia frente a Command A Reasoning−30 %Latency
Cohere Embed 4Evaluaciones Embed 4PublishedMultimodal retrieval
Command R 08‑2024Evaluaciones Command RPublishedRAG and tool use
Cohere Embed 5 ProViDoRe V385,8RCP-nDCG@10
Cohere Embed 5 ProFinanceBench80,1RCP-nDCG@10
Cohere Embed 5 ProFinQA90,0RCP-nDCG@10
Cohere Embed 5 FastViDoRe V384,5RCP-nDCG@10
Cohere Embed 5 FastFinanceBench80,0RCP-nDCG@10
Cohere Embed 5 FastFinQA88,8RCP-nDCG@10
03 / METHOD

How to read the directory

An organization, a product, and a model are not the same unit. Inferama separates them to avoid attributing capabilities or commercial terms to the wrong item.

01

Laboratory

Entity that develops or publishes the model and maintains its technical and safety documentation.

02

Model

Identifiable version with limits, modalities, and behavior that may change between releases.

03

Access channel

API, application, associated cloud, or commercial plan; each channel may have different pricing, retention, and limits.

04

Source and date

Every claim must retain the official page consulted and the verification date.

ANALYSIS

Related analysis

Aleph Alpha and Cohere: What the Merger Means for Access to Sovereign Models—and What Still Needs Verification
ANALISIS

Aleph Alpha and Cohere: What the Merger Means for Access to Sovereign Models—and What Still Needs Verification

An analysis of the Aleph Alpha–Cohere combination: confirmed facts, potential effects on sovereign model availability, regulatory implications, and a checklist for verifying licences and access channels.

16 Oct 2026
How to Evaluate Command R 08-2024 with Incomplete Evidence in RAG
PAPER

How to Evaluate Command R 08-2024 with Incomplete Evidence in RAG

A reproducible protocol for examining answers when evidence is sufficient, contradictory, or absent. This proposal does not attribute scores to the model: it defines what must be fixed, measured, and published before reporting results.

03 Oct 2026
Cohere Embed 5 Pro: what its retrieval advantage demonstrates—and what remains to be known before choosing it
ANALISIS

Cohere Embed 5 Pro: what its retrieval advantage demonstrates—and what remains to be known before choosing it

Cohere says Embed 5 Pro achieved the highest average score among the models it tested and highlights its performance on financial document retrieval. The available information does not make it possible to verify the score, methodology, exact price, or all conditions of use.

03 Oct 2026
Cohere Embed 5 Fast: What We Know About Its Capabilities, Access, and Pricing
ANALISIS

Cohere Embed 5 Fast: What We Know About Its Capabilities, Access, and Pricing

The available documentation identifies Embed 5 Fast as part of the Embed 5 family, but it is not enough to confirm its input modalities, availability by channel, applicable price, or retrieval results. Here is what can be stated—and what still needs to be verified.

03 Oct 2026
Cohere Embed 4: How to Measure the Cost of a Useful Retrieval
COMPARATIVA

Cohere Embed 4: How to Measure the Cost of a Useful Retrieval

Comparing a per-call or per-use price is not enough. To determine whether Embed 4 is worthwhile for a particular corpus, first verify the commercial terms for the access channel, then measure quality using queries and relevance criteria defined in advance.

01 Oct 2026
Command R 08-2024 and its safety modes: what they control and what you should test
ANALISIS

Command R 08-2024 and its safety modes: what they control and what you should test

STRICT, CONTEXTUAL, and NONE—called OFF in Chat V2—change the safety instructions included in a request. They do not certify an application or show how a workflow with documents or tools will behave. This guide explains their scope and proposes a testing protocol.

25 Sep 2026
04 / SOURCES

Traceability

PRIMARY SOURCEOfficial documentationdocs.cohere.com↗BENCHMARKThroughput versus Command A Reasoningdocs.cohere.com↗TECHNICAL SHEETOfficial profile of Cohere Embeddocs.cohere.com↗CATALOGCatálogo oficial del proveedordocs.cohere.com↗TECHNICAL SHEETOfficial profile of Command Rdocs.cohere.com↗LAUNCHAnuncio o catálogo oficialcohere.com↗