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LLM Gateway vs ngrok 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

LLM Gateway
Average Rating
8.4
Number of Reviews
6
Ranking in other categories
AWS Marketplace (18th)
ngrok
Average Rating
9.0
Reviews Sentiment
7.0
Number of Reviews
15
Ranking in other categories
IT Governance (3rd)
 

Mindshare comparison

LLM Gateway and ngrok aren’t in the same category and serve different purposes. LLM Gateway is designed for AWS Marketplace and holds a mindshare of 0.2%, down 0.5% compared to last year.
ngrok, on the other hand, focuses on IT Governance, holds 1.0% mindshare.
AWS Marketplace Mindshare Distribution
ProductMindshare (%)
LLM Gateway0.2%
Stardog Enterprise Knowledge Graph Platform0.4%
Prior Labs TabPFN-2.50.3%
Other99.1%
AWS Marketplace
IT Governance Mindshare Distribution
ProductMindshare (%)
ngrok1.0%
RSA Archer21.0%
MetricStream15.3%
Other62.7%
IT Governance
 

Featured Reviews

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.
Boya Uday Kumar - PeerSpot reviewer
Ai Research Enthusiast And Developer at ADP
Secure tunnels have transformed how my team tests webhooks and shares live development demos
The biggest friction point I faced with ngrok was the limitation on the free plan and the occasional need to manage sessions or URLs again. For very heavy use, the advanced capabilities are very useful, but some of them feel quite restricted unless you are on a paid tier. ngrok works very well, but the main frustration is when you need the same tunnel setup repeatedly or want more advanced controls. In those cases, you start to feel the pain. I wish ngrok had more flexibility in the free or low-tier plans, especially around persistent tunnels, reserved URLs, and usage limits. It would also be very useful to have even better traffic analytics and easier collaboration features for small teams. If I could change one thing about ngrok, I would make persistent tunnels and reserved URLs more flexible in the lower plans. That would make my workflow smoother because I wouldn't need to keep redoing tunnel setup for repeated testing and demos. Making persistent tunnels and reserved URLs more flexible in the lower plans would change my workflow by reducing repeated setup and making webhook testing and demos faster while giving the team more consistent URLs for local services.

Quotes from Members

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

Pros

"The best features LLM Gateway offers include cost optimization, multi-modal support, and authentication and authorization all in one place."
"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."
"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."
"What I appreciate most about LLM Gateway is that there is no need to maintain multiple keys."
"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."
"Saved time is the most significant return on investment I have seen from ngrok, as sharing a website or project that initially took around three hours a week is now streamlined to just pushing projects to ngrok for access, saving me about eight to ten hours a month."
"The free tier of ngrok is one of the best features it offers because even when my API received many hits from the front end, I was able to use this ngrok backend API without any problems and, before going into the production environment, this ngrok free tier was actually saving our time and benefiting employees."
"The best features I can see in ngrok are that it is very stable, user-friendly, great for debugging, and the most efficient way to use it."
"The specific outcome my team experienced is easier collaboration."
"ngrok saves weeks of development time, as I am able to catch problems and fix them without deploying resources in dev servers or production servers."
"ngrok has positively impacted my organization by making development easier because we can check and generate our public URL, saving more time, reducing stress, and allowing us to work faster."
"ngrok is very user-friendly, which is my first preference."
"We see a return on investment with ngrok; there are many benefits I can list down, such as very easy setup, no need for hosting, great for debugging, real-time request inspection, and many more."
 

Cons

"Regarding improvements, I think the pricing can be more competitive."
"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."
"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."
"A better interface and improved logs would enhance my experience with LLM Gateway."
"For the documentation part, ngrok should provide an easy transition for legacy users."
"In terms of features, ngrok is very feature-rich and reliable, but with heavy usage, the costs can increase based on the usage plan, which could be improved to be a little cheaper."
"When I hit the limit for the first time, I was taken aback as I was not paying attention, and at that moment, I wished the limits were a little higher."
"On the free account, the link changes every time I use it."
"Ngrok offers excellent features including how quickly it operates, how easy it is to set up, and it is free for use for a limited time, though it does have a good amount of latency which I consider a drawback."
"One improvement I have noticed is when configuring integrations with external APIs like Slack."
"ngrok can be improved in the following way: when we unexpectedly close the laptop or sometimes close the page where we are running ngrok, that can be improved."
"To make it a very easy and user-friendly experience, I will give it a nine."
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Top Industries

By visitors reading reviews
Construction Company
23%
Comms Service Provider
10%
Wholesaler/Distributor
9%
Non Profit
6%
Insurance Company
44%
Construction Company
16%
Computer Software Company
7%
Outsourcing Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise3
Large Enterprise2
By reviewers
Company SizeCount
Small Business7
Midsize Enterprise15
Large Enterprise7
 

Questions from the Community

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...
What is your experience regarding pricing and costs for ngrok?
I primarily use ngrok in the free tier, which is superb. The setup is easy, and the documentation is outstanding, making it easy to resolve any issues I face without needing to contact customer sup...
What needs improvement with ngrok?
One improvement I have noticed is when configuring integrations with external APIs like Slack. After a machine or session restart, I have to generate a new URL, forcing me to change the webhooks in...
What is your primary use case for ngrok?
In my AI automation field, I have been working for around eight to twelve months. The main use case where ngrok comes into the picture is when I create any development projects, which can be coded ...
 

Comparisons

No data available
 

Overview

Find out what your peers are saying about Dice, HailBytes, PeerSpot and others in AWS Marketplace. Updated: July 2026.
909,153 professionals have used our research since 2012.