ClearScale Ubuntu 26.04 LTS vs LLM Gateway comparison

ClearScale and LiteLLM are both solutions in the AWS Marketplace category. ClearScale is ranked #419 with an average rating of 10.0, while LiteLLM is ranked #18 with an average rating of 8.2. Additionally, 100% of ClearScale users are willing to recommend the solution, compared to 100% of LiteLLM users who would recommend it.

ClearScale Ubuntu 26.04 LTS

Read 5 ClearScale Ubuntu 26.04 LTS reviews

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83 Comparison Views

100% willing to recommend

LLM Gateway

Read 6 LLM Gateway reviews

1,842 Views
1,068 Comparison Views

100% willing to recommend

ClearScale Ubuntu 26.04 LTS

LLM Gateway

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Executive Summary

We performed a comparison between ClearScale Ubuntu 26.04 LTS and LLM Gateway based on real PeerSpot user reviews.

Find out in this report how the two AWS Marketplace solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI.

To learn more, read our detailed ClearScale Ubuntu 26.04 LTS vs. LLM Gateway Report (Updated: July 2026).

Buyer's Guide

ClearScale Ubuntu 26.04 LTS vs. LLM Gateway

July 2026

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Helped 909,725 peers since 2012

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

ClearScale Ubuntu 26.04 LTS

Ranking in AWS Marketplace

419th

Average Rating

10.0

Number of Reviews

Ranking in other categories

No ranking in other categories

LLM Gateway

Ranking in AWS Marketplace

18th

Average Rating

8.4

Number of Reviews

Ranking in other categories

No ranking in other categories

Featured Reviews

reviewer2855598

Cloud DevOps Engineer at a consultancy with 10,001+ employees

CIS hardening has simplified secure container workloads but AppArmor still blocks Docker by default

The CIS L1 AppArmor enforcement breaks Docker out of the box. Containers fail to start with a permission denied on the containerd task directory. There is no documentation about this. A simple note explaining that Docker users need to either update the runc AppArmor profile or disable it would save a lot of debugging time. It takes a while to trace the failure back to AppArmor blocking runc writes to /run/containerd/.

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Akashkhurana Hirana

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.

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Quotes from Members

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

Pros

"The same-day engineering support has been very valuable."

"The hourly software charge is small relative to the engineering time we used to spend building and maintaining our own hardened AMI."

"The pre-applied CIS L1 benchmark is the main selling point, as getting a hardened baseline without manual effort is genuinely useful and the Ubuntu 26.04 LTS base also means I'm on a supported, up-to-date kernel with long-term security patches."

"Once you get that launch template dialed in, the image is incredibly solid."

"ClearScale Ubuntu 26.04 LTS is an excellent choice for organizations adopting cloud-native technologies and modern DevOps practices."

"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."

"The best features LLM Gateway offers include cost optimization, multi-modal support, and authentication and authorization all in one place."

"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."

"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."

"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."

Cons

"Enterprise management and compliance tooling could be more comprehensive out of the box."

"Because the firewall ships default-deny, the first launch in a new environment takes a little planning to open the exact ports the app and load balancer health checks need."

"The CIS L1 AppArmor enforcement breaks Docker out of the box."

"It'd be cool to have more detailed changelogs with each new release so we can see exactly what packages got updated without having to boot up a test instance and diff it ourselves."

"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."

"A better interface and improved logs would enhance my experience with LLM Gateway."

"LLM Gateway is a strong platform, but there are a few areas where it could improve."

"Regarding improvements, I think the pricing can be more competitive."

"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."

"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."

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Top Industries

By visitors reading reviews

No data available

Construction Company

23%

Comms Service Provider

10%

Wholesaler/Distributor

Non Profit

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

By reviewers
Company Size	Count
Small Business	3
Midsize Enterprise	3
Large Enterprise	2

Questions from the Community

What is your experience regarding pricing and costs for ClearScale Ubuntu 26.04 LTS?

The hourly premium is honestly negligible compared to the salary hours I was wasting building, patching, and maintaining my own custom images. If you have a decent-sized fleet, look at the total co...

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What needs improvement with ClearScale Ubuntu 26.04 LTS?

It would be cool to have more detailed changelogs with each new release so I can see exactly what packages got updated without having to boot up a test instance and diff it myself.

See all answers

What is your primary use case for ClearScale Ubuntu 26.04 LTS?

I run a bunch of stateless REST APIs and web apps in AWS behind an Application Load Balancer. Everything lives in Auto Scaling Groups (ASGs). I use this AMI as the default base for those instances ...

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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...

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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.

See all answers

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...

See all answers

Comparisons

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ngrok vs LLM Gateway

Compared 100% of the time

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August 2026

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LLM Gateway

August 2026

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Overview

ClearScale Ubuntu 26.04 LTS is tailored for professionals seeking a reliable operating system, offering a secure and efficient environment ready for diverse technological demands.

Designed to cater to advanced technical tasks, ClearScale Ubuntu 26.04 LTS delivers significant improvements in security, performance, and flexibility. With robust support and extensive customization features, it stands as a prime option for IT departments and developers requiring stable and scalable infrastructure solutions.

What are the standout features of ClearScale Ubuntu 26.04 LTS?

Security Enhancements: Implements advanced security protocols to protect data and systems.
Performance Optimization: Designed for optimal speed and efficiency across applications.
Customizable Environment: Offers extensive customization options to fit specific requirements.
Long-term Support: Provides continued support and updates, ensuring stability.
Scalable Solutions: Easily adapts to evolving technical environments and workloads.

What benefits or ROI can users expect from ClearScale Ubuntu 26.04 LTS?

Cost-Effectiveness: Reduces costs with open-source architecture and minimal licensing fees.
Improved Productivity: Enhances user productivity by delivering consistent performance.
Time Savings: Streamlines deployment processes, saving valuable time.
Reliability: Offers dependable performance with fewer disruptions.

In industries such as finance, healthcare, and tech, ClearScale Ubuntu 26.04 LTS proves beneficial. Organizations benefit from its scalability and security, supporting critical operations with reliability and allowing specialized applications to perform efficiently within secure frameworks.

ClearScale

LLM Gateway efficiently connects businesses with advanced AI language models, enabling streamlined data processing and insightful analytics for improved decision-making. It optimizes data interactions to enhance overall enterprise intelligence.

Designed for integration, LLM Gateway offers scalable solutions tailored to dynamic environments, ensuring robust performance. Its comprehensive suite of tools provides seamless AI integration, empowering users to leverage linguistic capabilities for targeted applications. With a focus on agility, LLM Gateway fosters a responsive interface that aligns with strategic data utilization goals. Its architecture supports efficient data flow, enhancing analytical precision without overwhelming infrastructure.

What are the key features of LLM Gateway?

AI Model Integration: Facilitates seamless incorporation of AI models for enhanced data handling capabilities.
Scalable Architecture: Adapts to varying workload demands, ensuring optimal resource utilization.
Real-Time Analytics: Provides immediate insights for strategic decision-making.
User-Friendly Interface: Simplified interaction with AI tools for increased productivity.

What benefits should users evaluate in LLM Gateway?

Enhanced Data Processing: Increases efficiency by automating routine tasks.
Cost Efficiency: Reduces expenses with optimized resource allocation.
Improved Decision-Making: Supports strategic choices through real-time analytics.
Scalability: Ensures long-term growth with adaptability to business changes.

Industries like finance and healthcare implement LLM Gateway to harness advanced data analytics, enhancing operations and decision-making. In finance, it aids in fraud detection and risk management, while healthcare benefits from improved patient data handling and diagnostics, showcasing its versatile applicability.

LiteLLM

Buyer's Guide

ClearScale Ubuntu 26.04 LTS vs. LLM Gateway

July 2026

Free Report: ClearScale Ubuntu 26.04 LTS vs. LLM Gateway

Find out what your peers are saying about ClearScale Ubuntu 26.04 LTS vs. LLM Gateway and other solutions. Updated: July 2026.

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