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AI21 Studio vs Cohere comparison

 

Comparison Buyer's Guide

Executive Summary

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

AI21 Studio
Ranking in AI Development Platforms
33rd
Average Rating
0.0
Number of Reviews
0
Ranking in other categories
No ranking in other categories
Cohere
Ranking in AI Development Platforms
12th
Average Rating
7.6
Reviews Sentiment
6.7
Number of Reviews
8
Ranking in other categories
AI Writing Tools (3rd), Large Language Models (LLMs) (5th), AI Proofreading Tools (5th)
 

Mindshare comparison

As of January 2026, in the AI Development Platforms category, the mindshare of AI21 Studio is 0.6%, up from 0.2% compared to the previous year. The mindshare of Cohere is 1.3%, up from 0.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AI Development Platforms Market Share Distribution
ProductMarket Share (%)
Cohere1.3%
AI21 Studio0.6%
Other98.1%
AI Development Platforms
 

Featured Reviews

Use AI21 Studio?
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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
No data available
Manufacturing Company
11%
Computer Software Company
8%
Educational Organization
8%
Financial Services Firm
7%
 

Company Size

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

Questions from the Community

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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...
 

Comparisons

 

Overview

Find out what your peers are saying about Microsoft, Hugging Face, Google and others in AI Development Platforms. Updated: January 2026.
879,768 professionals have used our research since 2012.