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    AI Gateway

    TrueFoundry AI Gateway is a unified interface for accessing 1000+ LLMs, MCPs, Agents, with enterprise-grade security, observability, and governance.

    Ratings and reviews

    4.6
    56 ratings
    2 star
    1 star
    86%
    13%
    2%
    0%
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    56 external reviews
    External reviews are from G2  and PeerSpot .

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    Reviews (56)
    Akashkhurana Hirana

    Centralized AI routing has strengthened data security and simplified multi-model workflows

    Reviewed on Jun 13, 2026
    Review provided by PeerSpot

    What is our primary use case?

    Our main use case for LLM Gateway is that our company has partnerships with multiple LLM providers including OpenAI, Claude, and Gemini. LLM Gateway acts as an interface between all three providers. I would describe it as a router that functions as middleware between our application and the AI providers so that we do not need to give or share API keys to each team.

    Our team calls LLM Gateway from their application, and all the keys and routing configurations are present in LLM Gateway. Its responsibility is to connect with Claude, OpenAI, or Gemini based on the request we receive.

    We have an application in which users can ask anything. For example, if a user is asking a general question, we call LLM Gateway and pass the model name as ChatGPT. It internally uses ChatGPT itself. If the question is related to the application we created, it internally uses RAG and goes to Claude. LLM Gateway is responsible for redirecting the request based on context.

    LLM Gateway also has an additional feature where if one of the models is unavailable at a time, it automatically redirects the request to another model, so there is no downtime in the application. The automatic failover feature ensures that if one model is not available, LLM Gateway redirects the request to another model.

    What is most valuable?

    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.

    What needs improvement?

    Regarding improvements, I think the pricing can be more competitive. LLM Gateway takes 5% of the token usage, which feels a bit high. While they do have a free tier, the costs for the enterprise edition are somewhat high. As a new product in the market, it should charge less compared to competitors. However, I think the cost is comparable or slightly higher.

    For how long have I used the solution?

    I have been using LLM Gateway for around 1.5 years. It is a new product in the market.

    What do I think about the stability of the solution?

    LLM Gateway is stable. It is a new product, but it is heading in the right direction.

    What do I think about the scalability of the solution?

    Currently, we are using around 20 models, and it works fine. LLM Gateway claims integration with around 200 models, but we have only utilized 20 in our organization so far.

    How are customer service and support?

    The customer support and documentation for LLM Gateway are pretty good. Although the community is a bit sparse because of its newness, the available support is very effective. I rate the customer support a perfect 10.

    Which solution did I use previously and why did I switch?

    I previously used Portkey in a different organization but have not switched from Portkey to LLM Gateway within the same organization.

    How was the initial setup?

    I usually start with the free tier, which is very good. For the enterprise version, LLM Gateway charges as other products do, but the setup time is quick, under a minute, with no cost for the free tier. After using LLM Gateway, we see that our security risks have reduced. In my organization, we do not only look at ROI; we also consider security threats. Since adopting LLM Gateway, the complexity of our projects has decreased, and the security concerns have lessened. I estimate it has saved us around 20-30% of our time, and around 30% sounds reasonable.

    What was our ROI?

    After using LLM Gateway, we see that our security risks have reduced. In my organization, we do not only look at ROI, but we also consider security threats. Since adopting LLM Gateway, the complexity of our projects has decreased, and the security concerns have lessened. I estimate it has saved us around 20-30% of our time, and around 30% sounds reasonable.

    What's my experience with pricing, setup cost, and licensing?

    I usually start with the free tier, which is very good. For the enterprise version, LLM Gateway charges as other products do, but the setup time is quick, under a minute, with no cost for the free tier.

    Which other solutions did I evaluate?

    I have not evaluated other options. The setup cost, time, and the free tier availability made LLM Gateway an easy choice for us.

    What other advice do I have?

    The accuracy of LLM Gateway's output is quite good. If one model is down, it automatically redirects requests to another model, which is a very beneficial feature. My advice for others looking into using LLM Gateway is to start with it. It takes very little time to set up and has a user-friendly dashboard that displays model usage. You can also set thresholds, specifying the number of tokens or costs for each model, which is very convenient. Depending on the product size, since it is new in the market, our usage has been satisfactory. I have given this review a rating of 9 out of 10.

    Tara B.

    Exceptional Prototyping Speed with One-Click Deployments and Branch-Based Iteration

    Reviewed on May 03, 2026
    Review provided by G2
    What do you like best about the product?
    The prototyping speed is exceptional thanks to the one-click deployment system. The ability to deploy specific branches or commits makes rapid iteration easy, and the built-in SSH server support for VS Code has noticeably improved my day-to-day productivity.
    What do you dislike about the product?
    I’d like to see more robust Role-Based Access Control (RBAC) features to better safeguard our production environments. An approval-based workflow for deployment rollouts would also be a major benefit, since it would add an extra layer of security and oversight before changes go live, especially in a high-stakes environment.
    What problems is the product solving and how is that benefiting you?
    It basically eliminates the need for a developer to dive into complex DevOps work. It feels like a plug-and-play solution: you choose what you need without having to master the underlying infrastructure details. That emphasis on “quick iterations” is crucial for our project timelines, and it helps keep the team focused on building features instead of spending time managing servers.
    Shobhit V.

    Ensures Business Continuity with Exceptional Support

    Reviewed on Apr 09, 2026
    Review provided by G2
    What do you like best about the product?
    I like trueFoundry's excellent customer service, which is crucial when you're under time pressure and need to understand complex AI gateway systems. The breadth of product features is impressive, and the CLI for config as code is beneficial as it integrates seamlessly with our CI/CD pipeline, making changes efficient and systematic. The initial setup was easy, and the platform provides a central view for usage and cost monitoring while ensuring business continuity by automatically routing traffic to another provider if there's an outage.
    What do you dislike about the product?
    I can't think of anything. But I think they should expand into LLM evaluations as well.
    What problems is the product solving and how is that benefiting you?
    I use trueFoundry for AI Gateway management, ensuring business continuity during provider outages, and monitoring usage and cost. The CLI integrates with CI/CD to streamline changes, and good customer support helps in navigating its complexities under pressure.
    Michelle A.

    Simplify the AI infrastructure exceptionally

    Reviewed on Dec 09, 2025
    Review provided by G2
    What do you like best about the product?
    The most useful thing is that it simplifies the AI infrastructure.
    What do you dislike about the product?
    It can be a bit expensive for small projects.
    What problems is the product solving and how is that benefiting you?
    It prevents me from complicating things with technology and makes my AI models work quickly and well.
    Moises A.

    Accelerate teamwork, but there is still room for improvement

    Reviewed on Nov 06, 2025
    Review provided by G2
    What do you like best about the product?
    I like that TrueFoundry helps data teams work faster.
    What do you dislike about the product?
    there is nothing specific that I don't like but I think it can still keep improving.
    What problems is the product solving and how is that benefiting you?
    Solve the problem of complexity in development and this benefits me because it allows me to focus more on the strategic and analytical part.
    Neha J.

    Fast, Scalable, and Secure AI Deployment with TrueFoundry

    Reviewed on Oct 17, 2025
    Review provided by G2
    What do you like best about the product?
    TrueFoundry is fast, scalable & works across cloud or on prem setups while saving GPU and infra costs. It is secure and compliant (SOC2, GDPR, HIPAA) with full monitoring, logging, and access control for sensitive data. Easily implementable to many AI models and helps teams launch AI products faster with ready tools and templates.
    What do you dislike about the product?
    A bit complex to learn. Enterprise features, on prem deployments, GPU usage etc. likely come at a higher cost. If you don’t already have cloud setup or Kubernetes knowledge, you may need to invest in setup and maintenance. Even though many integrations are possible, deeply custom workflows might require building custom components or workarounds
    What problems is the product solving and how is that benefiting you?
    TrueFoundry helps companies easily build, run, and manage AI tools without handling complex tech setup. It keeps data secure and follows rules like GDPR and HIPAA while cutting down infra and GPU costs.
    andré P.

    Streamlined Platform for Managing and Deploying Machine Learning Workflows

    Reviewed on Oct 16, 2025
    Review provided by G2
    What do you like best about the product?
    What I appreciate most about TrueFoundry is how it simplifies the end-to-end management of machine learning models. The interface is clean and intuitive, allowing teams to deploy, monitor, and iterate on models with minimal friction. Integration with popular frameworks like TensorFlow and PyTorch is seamless, and the automation features save significant time, especially for repetitive tasks. Their customer support is responsive and knowledgeable, making onboarding and troubleshooting much smoother. I use it regularly in daily ML workflows, and it has quickly become an indispensable tool.
    What do you dislike about the product?
    The main limitation is that setting up highly customised pipelines can require a bit of effort, especially for very complex model architectures. Some of the more advanced monitoring features also have a learning curve, but once mastered, they are extremely powerful.
    What problems is the product solving and how is that benefiting you?
    TrueFoundry addresses the challenges of deploying and maintaining ML models at scale. It helps detect issues like model drift, performance degradation, or data inconsistencies in real time, which previously required manual oversight. By centralising monitoring and automating deployments, it reduces errors, saves time, and ensures models remain reliable in production. This has led to greater confidence in ML-driven decisions and improved collaboration across data science and engineering teams.
    Subrat M.

    Helps simplify ML deployment and monitoring

    Reviewed on Oct 13, 2025
    Review provided by G2
    What do you like best about the product?
    TrueFoundry makes it much easier to deploy and manage ML models without spending too much time on DevOps setup. The interface is simple, and the integration with existing tools like Kubernetes and GitHub is smooth. I also like how it standardizes the workflow for model training and deployment, which saves a lot of time.
    What do you dislike about the product?
    Some features still feel early-stage and could use more polish. The documentation can be improved in a few areas, especially for first-time users setting up pipelines. Apart from that, the platform performs well.
    What problems is the product solving and how is that benefiting you?
    It helps automate and streamline the entire ML lifecycle from experimentation to production. We no longer have to manually handle deployment scripts or deal with environment inconsistencies. It’s reduced our model deployment time and made collaboration between ML and DevOps teams smoother.
    Shady L.

    Smooth way to deploy and manage ML models

    Reviewed on Sep 25, 2025
    Review provided by G2
    What do you like best about the product?
    I like how it removes the complexity of deploying machine learning models. The platform is straightforward, well-documented, and saves me from spending hours on infrastructure setup. It makes experimenting and scaling much faster.
    What do you dislike about the product?
    Sometimes the UI could be a bit more polished, and certain advanced features need clearer documentation. It’s not a dealbreaker, but improving those areas would make the experience even smoother.
    What problems is the product solving and how is that benefiting you?
    TrueFoundry takes away the pain of setting up infrastructure for ML models. I don’t have to waste time on DevOps tasks, which means I can focus on building and improving the models themselves.
    Rajat S.

    Great product for Building and Deploying highly scalable Gen AI Solutions with minimum overhead.

    Reviewed on Sep 11, 2024
    Review provided by G2
    What do you like best about the product?
    Ease of Use
    Ease of Integration
    Scalable deployments
    Ease of Implementation
    Customer Support
    Number of Features
    What do you dislike about the product?
    Not suitable for cost sensitive environment.
    What problems is the product solving and how is that benefiting you?
    Adoption of Gen AI for scalable and production ready Solutions