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

Cohere vs SnapLogic comparison

Why PeerSpot?
 

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:
 

ROI

Sentiment score
4.9
Cohere's ROI shows positive perceptions in features and costs but lacks specific data for some users' confidence.
Sentiment score
5.1
SnapLogic reduces costs and development time, enhancing efficiency through automation, intuitive interfaces, and pre-built components.
Cohere's Embed English model took less time to embed than OpenAI's embedding ada-002 model.
Generative AI Engineer at a outsourcing company with 10,001+ employees
Cohere helped us with all three aspects: money is saved, time is saved, and we needed fewer resources to meet our end goals.
Senior Solution Architect at Hitachi Systems India Private Ltd
SnapLogic is really helpful and processes in very little time, so it doesn't take much time compared to any legacy tool.
Technical Specialist App Development at Birlasoft IndiaLtd.
The reports and pipelines run, leading to cost savings that reduce manual effort and save 50,000 to 150,000 USD annually.
Product Manager at a university with 501-1,000 employees
Suppose there was an issue resolution time of 10 hours for the previous manual effort; now it is reduced to one hour or half an hour.
Integration Consultant at a consultancy with 1,001-5,000 employees
 

Customer Service

Sentiment score
5.7
Cohere's customer service is regarded positively, but many users have limited experience due to minimal support needs.
Sentiment score
6.8
SnapLogic support is highly praised for responsiveness and expertise, though some note wait times; high-tier users get faster service.
The responsiveness, technical expertise, knowledge base and documentation, support channels, and continuous improvement were impeccable.
Product Manager at a university with 501-1,000 employees
They are providing the best customer support to the organization and the vendors.
Integration Consultant at a consultancy with 1,001-5,000 employees
I have been very impressed with how responsive they are and how well they take feedback and they value my team's experience.
Senior Software Engineer at Cooperative Benefits Group
 

Scalability Issues

Sentiment score
6.5
Cohere effectively scales for enterprise use with positive performance, though some note slower speeds with large data sets.
Sentiment score
6.8
SnapLogic provides scalable, flexible integration for diverse needs, enabling easy expansion with plug-and-play features and cloud scalability.
Cohere handles large-scale data and workloads really well.
Ai engineer at a tech vendor with 10,001+ employees
We don't observe many scaling problems because it's an enterprise application.
Director at a tech services company with 1-10 employees
After implementing SnapLogic, pipelines that processed one to two million records per week can now handle five to 10 million records without additional infrastructure.
Product Manager at a university with 501-1,000 employees
That means you can connect any system or application anytime, whether day or night, scheduled or dynamic, and anywhere, whether it is cloud or on-premises.
Integration Solution Architect at Hitachi Digital
It supports enterprise-wide integration and has a cloud-native architecture.
Integration Consultant at a consultancy with 1,001-5,000 employees
 

Stability Issues

Sentiment score
8.0
Cohere is stable and satisfactory, with optional features and no reported disadvantages compared to alternatives like ChatGPT.
Sentiment score
7.8
SnapLogic is praised for reliability and stability, with users noting minimal downtime despite occasional post-upgrade issues.
We haven't had any issues to escalate to Cohere's support because reranking is an optional feature in our product, and we haven't seen any significant issues so far.
Director at a tech services company with 1-10 employees
I would rate the stability of SnapLogic as nearly ten out of ten.
Senior Data Analyst at a pharma/biotech company with 10,001+ employees
But recently, in a year, I haven't found many performance issues in SnapLogic.
Technical Specialist App Development at Birlasoft IndiaLtd.
More robust APIs would assist anyone looking to automate processes.
Technical Infrastructure manager at a university with 10,001+ employees
 

Room For Improvement

Cohere could improve text matching, ERP understanding, and creative capabilities, with better reporting, integration, and support documentation.
SnapLogic users face transparency, debugging, and efficiency issues, with expensive training, frequent UI changes, and inadequate data handling.
We want such features because when chatting with clients, we can demonstrate that employing Cohere's reranking model significantly improves results compared to not using it.
Director at a tech services company with 1-10 employees
Because it does not have extensive understanding of Oracle functionalities in ERP, it sometimes gives wrong results or the confidence score is lower than desired.
Sr Test engineer at a tech vendor with 10,001+ employees
During the embedding process, measurable metrics are not visible.
DevOps Engineer at CHI Software
We require a data pipeline that can be read without latency and without any delay.
Architect at a transportation company with 1,001-5,000 employees
IP whitelisting is the area that SnapLogic definitely has to improve.
Integration Solution Architect at Hitachi Digital
I would like to see if the execution can show the data flowing into those individual snaps and provide the same kind of error that I receive when validating, as that would be much more useful.
Data and Engineering Lead at a tech vendor with 51-200 employees
 

Setup Cost

Cohere's pricing is competitive, but production costs can be high, especially with Oracle; AWS credits help mitigate expenses.
SnapLogic's cloud-based, subscription pricing is flexible but can be premium, impacted by data volume and usage scale.
My experience with pricing, setup cost, and licensing is that it is expensive to use all Oracle services.
Senior Data Scientist at a tech vendor with 10,001+ employees
Cohere's pricing, setup cost, and licensing are better.
Senior Solution Architect at Hitachi Systems India Private Ltd
The prices are competitive compared to competitors.
DevOps Engineer at CHI Software
I feel SnapLogic is very expensive compared to others.
Integration Solution Architect at Hitachi Digital
There would be only one point of improvement if the price could be lower.
Head of Data Practice at a tech consulting company with 201-500 employees
SnapLogic is positioned at around seven or eight out of ten in terms of pricing.
Senior Data Analyst at a pharma/biotech company with 10,001+ employees
 

Valuable Features

Cohere offers efficient code analysis, test automation, and flexible embeddings for chatbot improvement with enterprise-friendly features and responsive support.
SnapLogic offers powerful ETL capabilities, a low-code interface, and AI features, enhancing productivity and reducing integration costs.
This makes it very easy to find and use the catalog to determine whether existing functionality is already implemented, preventing redundant implementations.
Sr Test engineer at a tech vendor with 10,001+ employees
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.
DevOps Engineer at CHI Software
I noticed a 10% improvement in my log system after using Cohere.
Senior Data Scientist at a tech vendor with 10,001+ employees
I also like the whole child-parent pipeline feature; it allows me to break up a process into smaller pieces and then have one big pipeline that controls these smaller pipelines.
Head of Data Practice at a tech consulting company with 201-500 employees
SnapLogic provides inbuilt Snaplets, such as creating and closing an audit ID, removing duplicates, joining tables, writing to Oracle, files, XML, SF, SMTP connections, and more.
Data Engineer at a tech vendor with 10,001+ employees
SnapLogic excels in data transformations, monitoring, and observability, providing scalability controls for the pipelines.
Senior Data Engineer at a university with 201-500 employees
 

Categories and Ranking

Cohere
Ranking in AI Development Platforms
9th
Average Rating
7.8
Reviews Sentiment
6.8
Number of Reviews
10
Ranking in other categories
AI Writing Tools (5th), Large Language Models (LLMs) (3rd), AI Proofreading Tools (5th)
SnapLogic
Ranking in AI Development Platforms
15th
Average Rating
8.2
Reviews Sentiment
6.4
Number of Reviews
67
Ranking in other categories
Customer Data Integration (4th), Data Integration (5th), Business-to-Business Middleware (6th), Migration Tools (4th), Process Automation (4th), API Management (8th), Cloud Data Integration (3rd), Data Preparation Tools (6th), Data Migration Appliances (4th), Low-Code Development Platforms (15th), Integration Platform as a Service (iPaaS) (1st), AI Governance (5th), AI Orchestration Frameworks (4th), Agentic Automation (8th), AI Agent Builders (11th), Business Orchestration and Automation Technologies (7th)
 

Mindshare comparison

As of November 2026, in the AI Development Platforms category, the mindshare of Cohere is 2.0%, up from 1.2% compared to the previous year. The mindshare of SnapLogic is 0.0%. It is calculated based on PeerSpot user engagement data.
AI Development Platforms Mindshare Distribution
ProductMindshare (%)
Cohere2.0%
SnapLogic0.0%
Other98.0%
AI Development Platforms
 

Featured Reviews

SinghAman - PeerSpot reviewer
Generative AI Engineer at a outsourcing company with 10,001+ employees
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.
AR
Integration Consultant at a consultancy with 1,001-5,000 employees
Low-code integrations have automated workflows and save time across enterprise applications
They can enhance the error handling and debugging part. Troubleshooting complex pipeline failures can be time-consuming. We are spending a lot of time on error handling. More detailed error messages and root cause analysis tools can be added, which will definitely improve the developer experience. In the Ultra real-time integrations, we can monitor the last execution history of only 100 runs. That can be increased, which would be one of the platform improvements that can really be taken. However, they are doing very well because lots of ChatGPTs and AI assistants have been added in the last two years, which makes a very good effect. SnapLogic is the only platform that provides this kind of visibility to the developers. Anyone, even if they have low experience and are starting their IT careers, can directly jump in and learn SnapLogic. The documentation is very easy to learn. Anyone, even a layman, can refer to that documentation and go through its Snap-pack to understand what configuration has to be done to use this Snap-pack. This makes SnapLogic definitely exceptional in the market. You won't find such comprehensive documentation in other iPaaS tools. The draggable packs truly demonstrate its power in usability. Governance and security are also well in place in SnapLogic, but there are areas for improvement. They can add more granular role and permission controls that provide greater flexibility for large enterprises. For example, if you have to provide access to 70 users in one shot, that can be improved. More improvements in policy enforcement capabilities are possible as well. SnapLogic can improve the data lineage part to achieve better end-to-end visibility into data movement. Also, during validation, we can only see up to 2,000 records currently. They can increase that from 2,000 to 20,000. They can put more visibility on costs and resource visibility, with better reporting on platform usage, processing consumption, and cost optimization opportunities.
report
Use our free recommendation engine to learn which AI Development Platforms solutions are best for your needs.
921,523 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Comms Service Provider
14%
Financial Services Firm
11%
Outsourcing Company
8%
Manufacturing Company
8%
Manufacturing Company
11%
Outsourcing Company
11%
Comms Service Provider
11%
Healthcare Company
9%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise1
Large Enterprise8
By reviewers
Company SizeCount
Small Business20
Midsize Enterprise18
Large Enterprise36
 

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 w...
What needs improvement with SnapLogic?
I feel SnapLogic can be improved, particularly on the user interface side. While it is good, I believe we can improve the GUI further. This improvement would help newcomers by making the interface ...
What is your primary use case for SnapLogic?
My main use case for SnapLogic is for different projects involving data migrations. We need to migrate data from our old SQL database to SnapLogic. I am mainly using it for this purpose and am curr...
What advice do you have for others considering SnapLogic?
SnapLogic is a powerful tool that is easy to use. It is more beneficial, more secure, and more stable compared to other tools I have used previously. I can recommend this to everyone. I have rated ...
 

Also Known As

No data available
DataFlow, SnapLogic Intelligent Integration Platform (IIP)
 

Overview

 

Sample Customers

Information Not Available
Adobe, ADP, BlackBerry, Bonobos, Box, Capital One, Dannon, Eero, Endo, Gensler, HCL, HP, Grovo, HIS, iRobot, Leica, Merck, Sans, Target, Verizon, Vodafone, Yelp, Yahoo!
Find out what your peers are saying about Google, Microsoft, Hugging Face and others in AI Development Platforms. Updated: October 2026.
921,523 professionals have used our research since 2012.