TrueFoundry Pros and Cons

It makes it extremely easy and fast to deploy new services/models to test environments and then promote them to production with just a few clicks. This is facilitated by a great UI that abstracts all the Kubernetes infrastructure, allowing us to reduce costs and move to different server providers seamlessly. Review collected by and hosted on G2.com.

Setting up the entire infrastructure and specific services can be challenging in some scenarios. However, TruFoundry's support has excelled in helping us get to where we needed to be every time, with no delays. Review collected by and hosted on G2.com.

We evaluated truefoundry as a potential alternative to AWS Sagemaker for hosting ML models. The platform is designed with both novice and experienced users in mind. The intuitive dashboard allows for seamless navigation, and the clear, concise instructions make it easy to get started quickly. From the initial onboarding to ongoing assistance, their support team has been incredibly responsive and knowledgeable. Whenever we encountered a challenge, their team was quick to provide solutions and guide us through any technical issues. The personalized support and regular check-ins have made us feel valued as customers and ensured that we are getting the most out of the platform. I highly recommend Truefoundry to any team or organization looking to streamline their ML workflows and achieve outstanding results. Review collected by and hosted on G2.com.

Truefoundry's pricing can be a bit steep, especially for smaller teams or startups. While the platform offers a lot of value, the cost might be prohibitive for organizations with limited budgets. A more flexible pricing model or additional tier options could make it more accessible. Although Truefoundry provides a range of tools and templates, there can be limitations when it comes to deep customization. Advanced users who use Kubernetes might find that they need more control over specific features or configurations, which can be restrictive for highly specialized use cases. Overall, while these are areas for improvement, they do not significantly detract from the overall positive experience with Truefoundry. Addressing these points would make an already excellent platform even better. Review collected by and hosted on G2.com.

1. Prompt response to any query or feedback

2. Excellent team that churns out feature updates in minimum TAT.

3. Follow-ups on new features and updates and readiness to fix breakpoints in minimal time.

4. User-friendly dashboard, which is intuitive and complimented by the comprehensive documentation.

5. The SSH feature TF developed is one-of-its-kind, makes development easy and cost-effective, and reduces the friction to transition from any cloud server to the TF wrapper. Review collected by and hosted on G2.com.

Nothing I can think of. It fulfills all our use cases. Review collected by and hosted on G2.com.

TrueFoundry helped us test several different open source models, and even helped us find an embedding model that works much better than openAI (for our needs). They handled all the

infrastructure for it automatically.

TrueFoundry also automates Autoscaling and Infrastructure orchestration to host our model. We don't even have to think about it. There was a small hiccup when we launched last year, and they were on it and fixed it ASAP. Review collected by and hosted on G2.com.

Honestly, haven't had any real issues. We had one hiccup soon after launch around monitoring, and they fixed it within an hour and we were good to go. Review collected by and hosted on G2.com.

Ease of Use

Ease of Integration

Scalable deployments

Ease of Implementation

Customer Support

Number of Features Review collected by and hosted on G2.com.

Not suitable for cost sensitive environment. Review collected by and hosted on G2.com.

- Multicloud: can easily manage multicloud deployments with a super easy to use interface. This really cut a lot of development/devops time.

- LLM use case: can easily create/manage LLM endpoints based on open source models or finetuned models with ease. Performance is top notch without much manual setup.

- Customer support: really incredible and helpful team that are willing to share insights and help us grow. Review collected by and hosted on G2.com.

It relies heavily on k8s pods (which facilitate the multi-cloud integration) but also makes it harder to run very simple deployments in compute instances. Review collected by and hosted on G2.com.

TrueFoundry team is great and always available to work with you and support you with your LLM needs. Apart from helping you zero down on models to use, they also help with getting the setup in place with based on your platform needs. Review collected by and hosted on G2.com.

There is nothing to dislike about the solution from TrueFoundry. Review collected by and hosted on G2.com.

Truefoundry made it very easy for us to prototype as well as be up and running with any experiment or production service. With their training jobs we are easily able to run and manage training jobs for our various training requirements. Review collected by and hosted on G2.com.

While not really an issue, the inteface could be made easier and more intuitive to use. Review collected by and hosted on G2.com.

I like that the platform has made model deployments seamless and easy with minimal changes required on our end. Their ease-to-use UI has monitoring capabilities built for deployment heath check. Also, the TrueFoundry team has always been quick in responding to our queries in case of roadblocks. Review collected by and hosted on G2.com.

It would be great to have alerts within the workspace for pipeline failures. Otherwise, I really like the platform. Review collected by and hosted on G2.com.

TrueFoundry indeed makes it easy to deploy auto-scalable ML inference services that saves cost but also makes managing and observing our deployments easier. Plus their customer support is great. Review collected by and hosted on G2.com.

No downsides as such but the dashboard doesn't yet show historical usage which can be helpful. Review collected by and hosted on G2.com.