Try our new research platform with insights from 80,000+ expert users

ChatGPT vs Cohere comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jun 5, 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

ChatGPT
Ranking in AI Writing Tools
2nd
Ranking in Large Language Models (LLMs)
4th
Ranking in AI Proofreading Tools
2nd
Average Rating
8.2
Reviews Sentiment
5.4
Number of Reviews
7
Ranking in other categories
AI Code Assistants (5th)
Cohere
Ranking in AI Writing Tools
9th
Ranking in Large Language Models (LLMs)
5th
Ranking in AI Proofreading Tools
6th
Average Rating
7.0
Reviews Sentiment
7.7
Number of Reviews
1
Ranking in other categories
AI Development Platforms (18th)
 

Mindshare comparison

As of August 2025, in the AI Writing Tools category, the mindshare of ChatGPT is 3.8%, up from 3.3% compared to the previous year. The mindshare of Cohere is 1.1%. It is calculated based on PeerSpot user engagement data.
AI Writing Tools
 

Featured Reviews

RodrigoBassani - PeerSpot reviewer
Efficiently manages projects and daily tasks with personalized interaction
Some areas that could be improved with ChatGPT include the information they provide, as sometimes they hallucinate something that's not real. Sometimes they comment positively without being asked, and I have questioned ChatGPT that I don't want the prompt to agree with me but rather to challenge me. If I provide a slide and ask to compare it to McKinsey or other big companies and scale it from zero to 10, they might say it's an eight and suggest improvements to reach nine or ten. However, these evaluations aren't always realistic because if you're not a specialist on the subject, you might create something that's not accurate. This becomes problematic because we are working with real clients, not experiments. When working on real cases, I have to be the one to validate that the information is accurate. Sometimes they provide information that isn't real. You have to be the gate to validate that this information is correct before proceeding. For simpler tasks adjusting communication style or making text more formal, they perform perfectly. However, for complex cases, I don't use ChatGPT as the source of truth because it's not always accurate. If you delegate it to make decisions in your place, it could create significant problems to solve.
CollinsOmondi - PeerSpot reviewer
Support team is available and answers all the questions and it is also free which is good for personal projects
The very first thing that I really like about it is the support team. They're really available on Discord, and they answer all of your questions. I think it's free for personal projects unless you want to go to production. I haven't really used it that much, but the features that I have used so far, I have no issues with them.

Quotes from Members

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

Pros

"I would rate ChatGPT a nine on a scale of one to ten."
"The best features of ChatGPT include having a lot of information integrated, and it is quick to learn how to prompt the questions and to integrate text in documents to get a faster review or create a report."
"The initial setup was very simple."
"Rockset is very fast, and you can query just like in MySQL."
"I save significant time because I can quickly get information about sources for subjects and main industry specialists regarding specific themes."
"It provides details that previously took days or weeks to gather, and I can improve and get more insight on subjects with more accuracy."
"ChatGPT has positively impacted our organization by speeding up a lot of our processing time."
"It provides details that previously took days or weeks to gather, and I can improve and get more insight on subjects with more accuracy."
"The very first thing that I really like about it is the support team. They're really available on Discord, and they answer all of your questions."
 

Cons

"These evaluations aren't always accurate because if you're not a specialist on the subject, you may create something that's not real."
"I would not recommend ChatGPT as a standalone product. I think it could be beneficial when used alongside other tools, but as a standalone solution, its accuracy cannot be entirely trusted."
"Filtering the database based on indexes is difficult in Rockset and should be simplified."
"These evaluations aren't always accurate because if you're not a specialist on the subject, you may create something that's not real."
"If you ask it the same question twice, it gives you a slightly different answer, which even a human being does unless it memorizes something."
"The information base of ChatGPT has to grow because, in some cases, it does not include information about my city."
"Rockset is now bought by OpenAI. It’s uncertain if Rockset will continue to exist as it is."
"For complex cases, I don't use ChatGPT as the source of truth. You need the expertise to validate if what the prompt produces is correct."
"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."
report
Use our free recommendation engine to learn which AI Writing Tools solutions are best for your needs.
864,155 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Computer Software Company
16%
Manufacturing Company
10%
Comms Service Provider
8%
University
7%
Computer Software Company
12%
Manufacturing Company
11%
Financial Services Firm
11%
Comms Service Provider
9%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
 

Questions from the Community

What needs improvement with ChatGPT?
Some areas that could be improved with ChatGPT include the accuracy aspect. Sometimes when we are trying to backtrack sources or where data came from, it can be difficult to navigate.
What is your primary use case for ChatGPT?
We use ChatGPT for internal reports and checking for errors in our non-confidential internal communications. We also use it for research when we need to look for sources.
What advice do you have for others considering ChatGPT?
I would rate ChatGPT a six or seven out of ten. Sometimes it is extremely repetitive with its answers. Some prompts result in diverse resources, but the wording can often be very similar. The accur...
What is your experience regarding pricing and costs for Cohere?
Cohere has a free tier. You can use the API in development mode, so you can just use it for free. But if you go to production, you will have to pay. I would advise someone to really consider it fir...
What needs improvement with Cohere?
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.
What is your primary use case for Cohere?
I use it for a personal project, a Discord bot for my Discord server. I haven't used it that much, but so far it's amazing. I like the support team. They are very good.
 

Comparisons

 

Also Known As

Rockset
No data available
 

Overview

 

Sample Customers

1. Adobe 2. Cisco 3. Comcast 4. DoorDash 5. Expedia 6. Facebook 7. GitHub 8. IBM 9. Lyft 10. Microsoft 11. Netflix 12. Oracle 13. Pinterest 14. Reddit 15. Salesforce 16. Slack 17. Spotify 18. Square 19. Target 20. Twitter 21. Uber 22. Verizon 23. Visa 24. Walmart 25. Yelp 26. Zoom 27. Airbnb 28. Dropbox 29. eBay 30. Google 31. LinkedIn 32. Amazon
Information Not Available