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

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
8th
Average Rating
7.8
Reviews Sentiment
6.8
Number of Reviews
10
Ranking in other categories
AI Writing Tools (4th), Large Language Models (LLMs) (3rd), AI Proofreading Tools (4th)
 

Mindshare comparison

As of May 2026, in the AI Development Platforms category, the mindshare of AI21 Studio is 0.8%, up from 0.2% compared to the previous year. The mindshare of Cohere is 1.9%, up from 0.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AI Development Platforms Mindshare Distribution
ProductMindshare (%)
Cohere1.9%
AI21 Studio0.8%
Other97.3%
AI Development Platforms
 

Featured Reviews

Use AI21 Studio?
Leave a review
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.
report
Use our free recommendation engine to learn which AI Development Platforms solutions are best for your needs.
893,244 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
No data available
Financial Services Firm
13%
Manufacturing Company
10%
Comms Service Provider
8%
Marketing Services Firm
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise1
Large Enterprise7
 

Questions from the Community

Ask a question
Earn 20 points
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...
 

Comparisons

 

Overview

Find out what your peers are saying about Google, Microsoft, Hugging Face and others in AI Development Platforms. Updated: April 2026.
893,244 professionals have used our research since 2012.