The community submitted 60 reviews to tell
us what they like about Modal, what Modal can do better, and
more.
5.0
Based on 60 reviews
Review Modal?
Reviewers are uniformly positive, mostly founders describing hands-on use in production. The recurring view is that Modal makes heavy compute, GPUs, and isolated sandboxes feel simple to launch and manage, with fast spin-up, strong reliability, and clean Python-first workflows. Makers of Fathom, viktor.com, and Kodezi say it helped small teams ship quickly without building or babysitting infrastructure. Sparse downsides appear in these reviews; the feedback is mainly narrow, technical, and consistently favorable.
+58
Summarized with AI
Pros
Cons
Agent Builder by AirtopWeb agents that heal themselves.
Modals VM's power our AI agent environments, allowing them to view pull requests, inspect files, and even execute code! Thanks to the Modal team for prioritizing our feature requests and building a GREAT headless compute environment.
Modal helps us spin up Python workloads with speed and control. Great for agents that need to run fast, ephemeral jobs. A dream for short-lived compute without DevOps overhead.
Serverless GPU infrastructure helps us scale to workloads of hundreds of H200s/B200s within seconds to maintain low latency for our retrieval models in a cost-effective way.
For when you want to quickly spin-off a fine-tuned model from AnythingLLM. There is no easier way to build that pipeline we offer in-app than using Modal Labs for creating fine-tuning jobs on powerful GPUs for a fair price.
Viktor runs its agents server-side, 24/7, which means spinning up isolated sandboxes for thousands of teams at once and scaling back to zero the moment they go idle. We looked at rolling our own on Kubernetes and at the usual serverless suspects. Modal was the only one where a Python engineer could define the whole sandbox, schedule, and scaling story in code and ship it the same afternoon. It is a big part of why a small team can run this much compute without standing up a platform team to babysit it.
Huge shoutout to Modal! The cloud infrastructure made spinning up AI and ML tasks for ScaryStories.Live effortlessly. We couldn’t have scaled our real-time horror experiences without you. We’re truly grateful for your generous support in our early days!
Modal helped us train our model to generate human-like content, we developed state-of-the-art content engine that writes content indistinguishable from the one written by subject-expert human.