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GE Proficy Smart Factory MES vs LLM Gateway 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

GE Proficy Smart Factory MES
Ranking in AWS Marketplace
13th
Average Rating
8.4
Number of Reviews
7
Ranking in other categories
No ranking in other categories
LLM Gateway
Ranking in AWS Marketplace
18th
Average Rating
8.4
Number of Reviews
6
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of August 2026, in the AWS Marketplace category, the mindshare of GE Proficy Smart Factory MES is 0.2%, up from 0.1% compared to the previous year. The mindshare of LLM Gateway is 0.2%, down from 0.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AWS Marketplace Mindshare Distribution
ProductMindshare (%)
GE Proficy Smart Factory MES0.2%
LLM Gateway0.2%
Other99.6%
AWS Marketplace
 

Featured Reviews

Yulianto Artawan - PeerSpot reviewer
Field Services Engineer at Tetrapak
Trend analysis has improved troubleshooting and program testing for accurate, reliable outputs
The features I appreciate most in GE Proficy Smart Factory MES are the ability to create trends when I troubleshoot during my daily work. I can also edit the program in GE Proficy Smart Factory MES, and before I download it to the PLC, I can test it first to ensure my program is working correctly. GE Proficy Smart Factory MES has been very useful in my daily work because it is user-friendly. I can also go online and change the IP address easily, which is simpler compared to other solutions. Troubleshooting with GE Proficy Smart Factory MES is easier than other options.
Akashkhurana Hirana - PeerSpot reviewer
Senior Software Engineer 2 at Porch
Centralized AI routing has strengthened data security and simplified multi-model workflows
The best features LLM Gateway offers include multi-provider AI access and the ability to access around 200 plus models available in the market. We just need to pass our key and set up this one, and it can access all the available models. Apart from this, it automatically routes the request based on context if we set it in LLM Gateway. Another feature is the automatic failover functionality where if something goes wrong, it redirects the request to another model. LLM Gateway also provides usage analytics with a dashboard where we can check the current usage of each model and see how many requests are going to each model. It persists data for around 30 days, so we can review usage over the last month. LLM Gateway can be self-hosted as well, which is beneficial for large companies with security concerns. I find multi-provider access and failover to be the most valuable features day-to-day. Multi-provider access integrates all available models, acting as a router between the application and LLM Gateway. If my application is using four different models, I only need to call LLM Gateway, which manages everything. We also do not need to share sensitive API keys, as the developer can directly call LLM Gateway, which handles everything seamlessly. The failover feature automatically redirects requests if something goes wrong in one model, and it is incredibly easy to configure. It does not take more than a minute to set up. One positive impact of LLM Gateway on my organization is reducing security risk. If we give API keys to everyone, they can misuse them outside the organization. However, we no longer share API keys, as users just need to call our LLM Gateway, and the API keys remain secret and contained within our on-premises setup. Security-wise, it has significantly reduced our organization's risk.

Quotes from Members

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

Pros

"GE Proficy Smart Factory MES positively impacts my organization by providing a tool for real-time production that utilizes our time in various ways, enabling us to gather all data on one page."
"I have seen a return on investment from using GE Proficy Smart Factory MES, as it enhanced productivity, leading to an increase in the number of parts manufactured, which resulted in good revenue generation for the business."
"GE Proficy Smart Factory MES facilitates improved data capture, processing, and reporting across organizational levels, from supervisory to managerial to business levels."
"GE Proficy Smart Factory MES has positively impacted my organization in many ways, for example, what we used to accomplish in a day as production has increased quite a bit, and our performance and quality of products have also improved, leading to a noticeable increase in OEE."
"With GE Proficy Smart Factory MES, it has affected daily operations by making it a lot easier for them, taking a little bit of load off of their paperwork, but also allowing the customer to really see what is going on and see where they can make some improvements."
"GE Proficy Smart Factory MES has positively impacted my organization, as the production has gone up to 33% in the financial year that they introduced the MES system and we upgraded the systems."
"The hardware of GE Proficy Smart Factory MES is very strong, and the software is very easy and useful for me."
"Together, we would estimate a twenty to twenty-five percent lift in engineering productivity on AI work, and from a business angle, new AI capabilities reach production about twenty-five to thirty percent faster because the plumbing is already in place."
"The best features LLM Gateway offers include cost optimization, multi-modal support, and authentication and authorization all in one place."
"LLM Gateway is a very efficient solution for what it proposes and I believe it is a solid option if you want to use something that is self-hosted and you can customize extensively."
"Since adopting LLM Gateway, the complexity of our projects has decreased, the security concerns have lessened, and I estimate it has saved us around 20-30% of our time."
"What I appreciate most about LLM Gateway is that there is no need to maintain multiple keys."
"We have seen a positive return on investment, reducing the time required to integrate new AI models by around 40 to 50 percent, cutting troubleshooting time by about 30 percent through centralized logging and monitoring, and improving service availability with automatic failover, which has reduced operational overhead and allowed the team to focus more on delivering new features rather than maintaining integrations, resulting in a clear ROI."
 

Cons

"What I wish was easier or better with GE Proficy Smart Factory MES are some custom extensions in regards to third-party code that integrates into it, making it more of a faceplate and something easier to populate with a single tag number."
"I think you could add more password protection inside GE Proficy Smart Factory MES."
"GE Proficy Smart Factory MES should be a bit easier to customize."
"Customer support for GE Proficy Smart Factory MES gives quick results sometimes, but there are delays at times, so I would appreciate quicker responses from their end."
"Improvements in GE Proficy Smart Factory MES should focus on enhancing the user interface for thick client displays."
"In terms of how GE Proficy Smart Factory MES can be improved, I believe one key area is the connectivity on the shop floor."
"I think GE Proficy Smart Factory MES can be optimized better, specifically regarding the application right and the backup."
"The single sign-on functionality being locked out for the enterprise plan is a significant downside, but it is something that can be worked around since LLM Gateway is an open-source project."
"LLM Gateway is a strong platform, but there are a few areas where it could improve."
"A better interface and improved logs would enhance my experience with LLM Gateway."
"I see a few areas where LLM Gateway can be improved, including clearer cost guardrails and budget alerts that are more proactive, smoother project and workspace organization as the number of services grows, and more first-class support for prompt versioning and experiment tracking so that product teams can self-serve comparisons more easily."
"If LLM Gateway could give us a facility or capability to create our own dashboards depending on our requirements, it would be helpful as an improvement."
"Regarding improvements, I think the pricing can be more competitive."
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Top Industries

By visitors reading reviews
Construction Company
30%
Manufacturing Company
21%
Healthcare Company
10%
Comms Service Provider
4%
Construction Company
23%
Comms Service Provider
10%
Wholesaler/Distributor
9%
Non Profit
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business1
Midsize Enterprise1
Large Enterprise8
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise3
Large Enterprise2
 

Questions from the Community

What is your experience regarding pricing and costs for GE Proficy Smart Factory MES?
As for my experience with pricing, setup cost, and licensing for GE Proficy Smart Factory MES, I did not have to charge for that, so I was the integrator.
What needs improvement with GE Proficy Smart Factory MES?
As for how GE Proficy Smart Factory MES can be improved, I cannot speak to that at the moment with how I have implemented it on the field. What I wish was easier or better with GE Proficy Smart Fac...
What is your primary use case for GE Proficy Smart Factory MES?
My main use case for GE Proficy Smart Factory MES is for recipes and batch executions. When using GE Proficy Smart Factory MES for recipes and batch executions, it depends on the customer process, ...
What is your experience regarding pricing and costs for LLM Gateway?
My experience with pricing, setup costs, and licensing for LLM Gateway is that it is reasonable and predictable for us. The setup was light, mostly involving integration and configuration rather th...
What needs improvement with LLM Gateway?
If LLM Gateway could give us a facility or capability to create our own dashboards depending on our requirements, it would be helpful as an improvement.
What is your primary use case for LLM Gateway?
My main use case for LLM Gateway is building an agentic system, a harness wherein we can build multiple use cases that will be supported mainly for PDLC and SDLC automation. Whenever we want to use...
 

Overview

Find out what your peers are saying about GE Proficy Smart Factory MES vs. LLM Gateway and other solutions. Updated: July 2026.
909,725 professionals have used our research since 2012.