No more typing reviews! Try our Samantha, our new voice AI agent.

Cohere vs Grammarly Pro - Enterprise comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Feb 15, 2026

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
4th
Ranking in AI Proofreading Tools
4th
Average Rating
7.8
Reviews Sentiment
6.8
Number of Reviews
10
Ranking in other categories
AI Development Platforms (8th), Large Language Models (LLMs) (3rd)
Grammarly Pro - Enterprise
Ranking in AI Writing Tools
3rd
Ranking in AI Proofreading Tools
3rd
Average Rating
8.6
Reviews Sentiment
2.2
Number of Reviews
5
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of May 2026, in the AI Writing Tools category, the mindshare of Cohere is 3.4%, up from 0.4% compared to the previous year. The mindshare of Grammarly Pro - Enterprise is 11.6%, down from 16.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AI Writing Tools Mindshare Distribution
ProductMindshare (%)
Grammarly Pro - Enterprise11.6%
Cohere3.4%
Other85.0%
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.
Vyas Shubham - PeerSpot reviewer
Product Analyst at a consultancy with 51-200 employees
Writing assistant has boosted my clarity, tone control, and speed for professional communication
There are a few areas of improvement in Grammarly Pro - Enterprise. The first one is that more context awareness is required because sometimes suggestions feel generic and it does not always fully understand complex domain-specific context. The improvement I would like to see is better personalization based on writing history and industry. I would also like better control over the output because there is limited control over tone and depth of writing style variations in Grammarly Pro - Enterprise, and outputs sometimes feel slightly repetitive. The improvement I would like to see is more customization options such as tone intensity and writing style presets. I have also seen some accuracy issues for complex content because I struggle with technical, legal, and highly specific detailed writing, which sometimes oversimplifies context. The improvement I would like to see is stronger handling of specialized or technical topics. Additionally, I have seen reduced diversity in suggestions because Grammarly Pro - Enterprise sometimes generates similar rewrites repeatedly. The improvement I would like to see is more diverse and creative suggestions.

Quotes from Members

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

Pros

"The very first thing that I really like about it is the support team, because they're really available on Discord and they answer all of your questions."
"Cohere has positively impacted my organization by helping our customers work more efficiently when creating requests, and the embedding results are of very high quality."
"The best feature Cohere offers is the Reranking model."
"I assess the value of Cohere's API support in my business operations as easy to integrate."
"Cohere's Embed English v3.0 is a cloud-hosted model that took less time to embed the textual data and was more than 50 to 60% faster than other models, even somewhat faster than text-embedding-3 from OpenAI, helping to reduce development and embedding times."
"Cohere positively impacted my organization by improving the performance of my RAG system."
"Cohere helped us with all three aspects: money is saved, time is saved, and we needed fewer resources to meet our end goals."
"When it creates a new test, it creates it almost 70 to 80% correctly without errors; the time savings are significant—what previously took one or two days can now be completed in two to three hours maximum."
"Grammarly Pro - Enterprise has impacted my work and organization positively, as it has saved quite a bit of time for us."
"Grammarly Pro - Enterprise impacted my work positively because it saved me time and helped reduce many grammatical mistakes, giving me the confidence to type anything clearly knowing that Grammarly Pro - Enterprise would correct it."
"Grammarly Pro - Enterprise has positively impacted my clinic and workflow by ensuring that when our clinical staff uses it, the messages that are sent to the patients look more professional, providing a positive impact for the patients."
"Grammarly Pro - Enterprise has significantly improved my writing efficiency and overall communication quality."
"Grammarly Pro - Enterprise has positively impacted my work by making the way I send emails very professional."
 

Cons

"One thing that Cohere can improve is related to some distances when I am trying similarity search."
"Cohere can be improved by having more integrations beyond its current offerings with Amazon."
"Cohere could improve in areas where the command model is not as creative as some larger LLMs available in the market, which is expected but noticeable in open-ended generative tasks."
"When performing similarity matching between text descriptions and the catalog descriptions created using Cohere, the matching could be improved."
"Cohere has text generation. I think it is mainly focused on AI search. If there was a way to combine the searches with images, I think it would be nice to include that."
"It's challenging for us to make a conclusion about quality enhancement by using reranking models, as solid evaluation methodology for reranking is still immature."
"Cohere has text generation. I think it is mainly focused on AI search. If there was a way to combine the searches with images, I think it would be nice to include that."
"I have not observed any measurable benefits or return on investment with Cohere."
"A small issue with Grammarly Pro - Enterprise is that sometimes it stops working suddenly."
"Grammarly Pro - Enterprise could be better because sometimes it gives incorrect sentence formation and does not understand me clearly in certain situations."
"With the introduction of AI, the premium I spend for Grammarly Pro - Enterprise is becoming an extra cost because I can use Claude code or even the integrated Gemini in emails or integrated Copilot in Outlook, and there is an integrated feature in Jira."
"There are a few areas of improvement in Grammarly Pro - Enterprise. The first one is that more context awareness is required because sometimes suggestions feel generic and it does not always fully understand complex domain-specific context."
report
Use our free recommendation engine to learn which AI Writing Tools solutions are best for your needs.
893,221 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Financial Services Firm
13%
Manufacturing Company
10%
Comms Service Provider
8%
Marketing Services Firm
8%
University
14%
Government
9%
Computer Software Company
9%
Healthcare Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise1
Large Enterprise7
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 was that it was all managed by AWS, and we had AWS credits, so I did not have to dive into that.
What needs improvement with Cohere?
Cohere can be improved by having more integrations beyond its current offerings with Amazon. Integrations with Databricks, Azure, and Google Cloud would be beneficial.
What is your primary use case for Cohere?
My main use case for Cohere is that it's a good embedding model. I have used it with Titan, but Cohere came out better. A specific example of how I've used Cohere for embeddings is when I was worki...
What needs improvement with Grammarly Pro - Enterprise?
Before the introduction of AI, everything was good. I could easily correct everything and rephrase anything. With the introduction of AI, the premium I spend for Grammarly Pro - Enterprise is becom...
What is your primary use case for Grammarly Pro - Enterprise?
I have been familiar with Claude for Enterprise over the past year. My main use case for Claude for Enterprise is coding. In my coding work, I use Claude Enterprise, but I am not currently using it...
What advice do you have for others considering Grammarly Pro - Enterprise?
As an experienced user of Grammarly Pro - Enterprise, the advice I would provide to others is that if anyone is considering Grammarly Pro - Enterprise, I would recommend using it as a productivity ...
 

Overview

Find out what your peers are saying about Cohere vs. Grammarly Pro - Enterprise and other solutions. Updated: April 2026.
893,221 professionals have used our research since 2012.