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Cohere vs Writer comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Dec 22, 2025

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Categories and Ranking

Cohere
Ranking in AI Writing Tools
3rd
Ranking in Large Language Models (LLMs)
5th
Ranking in AI Proofreading Tools
5th
Average Rating
7.6
Reviews Sentiment
6.7
Number of Reviews
8
Ranking in other categories
AI Development Platforms (12th)
Writer
Ranking in AI Writing Tools
19th
Ranking in Large Language Models (LLMs)
13th
Ranking in AI Proofreading Tools
9th
Average Rating
0.0
Number of Reviews
0
Ranking in other categories
AI Sales & Marketing (57th), AI Content Creation (17th)
 

Mindshare comparison

As of January 2026, in the AI Writing Tools category, the mindshare of Cohere is 1.9%, up from 0.2% compared to the previous year. The mindshare of Writer is 1.2%, up from 0.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AI Writing Tools Market Share Distribution
ProductMarket Share (%)
Cohere1.9%
Writer1.2%
Other96.9%
AI Writing Tools
 

Featured Reviews

AS
Engineer at Roche
Have improved project workflows using faster response times and reduced data embedding costs
One thing that Cohere can improve is related to some distances when I am trying similarity search. Let's suppose I have provided textual data that has been embedded. I have to use some extra process from numpy after embedding the model. In the case of OpenAI embedding models, I do not have to use that extra process, and they provide lower distances compared to my results from Cohere. I was getting distances of approximately 0.005 sometimes, but in the case of Cohere, I was getting distances around 0.5 or sometimes more than that. I think that can be improved. It was possibly because of some configuration or the way I was using it, but I am not exactly sure about that.
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Top Industries

By visitors reading reviews
Manufacturing Company
11%
Educational Organization
8%
Computer Software Company
7%
University
7%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business2
Midsize Enterprise1
Large Enterprise6
No data available
 

Questions from the Community

What is your experience regarding pricing and costs for Cohere?
My experience with pricing, setup cost, and licensing is that it is expensive to use all Oracle services.
What needs improvement with Cohere?
I am uncertain about how Cohere can be improved. The documentation and support could be improved, as there is limited documentation available on the web.
What is your primary use case for Cohere?
My main use case for Cohere is for LLM and chatbot development. I use Cohere to fill boxes about documents, specifically about tenders. Cohere helps me fill boxes about documents, and I work with d...
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Comparisons

 

Overview

Find out what your peers are saying about Google, OpenAI, Cohere and others in AI Writing Tools. Updated: December 2025.
880,745 professionals have used our research since 2012.