JFrog ML
6.1#11 in model registry softwareWebAPISelf-hosted
VisitJFrog ML vs TrueFoundry AI Gateway
TrueFoundry AI Gateway
7.6#3 in model registry softwareFrom $499 a monthFree planWebAPILinuxSelf-hosted
VisitWhat both publish
| Fact | JFrog ML | TrueFoundry AI Gateway |
|---|---|---|
| Company | JFrog says its Liquid Software journey began in 2008; an official JFrog-hosted company profile lists its founding year as 2008 and headquarters in Netanya, Israel, and Sunnyvale, California. | TrueFoundry lists its address as Ensemble Labs Inc, 355 Bryant Street, Suite 403, San Francisco, California 94107. |
| Deployment | Models can be served as API endpoints, used for batch inference, and A/B tested. | The gateway supports SaaS and, for Enterprise, VPC, on-premises and air-gapped deployment options. |
| Deployment options | JFrog ML Cloud offers cloud deployment, while its hybrid architecture allows data and models to remain in a customer's cloud environment. | The product is offered as SaaS and can also run in a customer VPC, on premises or in an air-gapped environment. |
| Founded | 2008 | TrueFoundry states it was founded in 2021 by Nikunj Bajaj, Abhishek Choudhary and Anuraag Gutgutia. |
| Headquarters | Sunnyvale, California, and Netanya, Israel | San Francisco, California, United States |
| Observability | Its production observability features include performance metrics, model feature management, and inference analysis and queries. | Monitoring covers requests, tokens, cost, latency percentiles, time to first token, inter-token latency and request-level traces. |
| Purpose | JFrog ML is a unified platform for building, deploying, and monitoring machine learning models in production. | TrueFoundry AI Gateway sits between applications and model providers to manage AI model access, routing, governance, observability, security and cost controls. |
| Usage limits | The pricing page lists Unified MLOps with a 200-developer base bundle and Ultimate MLOps with a 500-developer base bundle, with additional developers available at volume discounts. | Developer includes 10,000 AI Gateway requests per user per month, while Pro includes 20,000 per user per month and charges $20 per additional 100,000 requests. |
JFrog ML plans
No prices published.
TrueFoundry AI Gateway plans
- DeveloperFree
- Pro$499 a month
- Pro Plus$2,999 a month
- TrueFoundry Pro (AWS Marketplace)$6,250 a month
- TrueFoundry Enterprise (AWS Marketplace)$12,500 a month
- TrueFoundry On-Prem (AWS Marketplace)$16,666.66 a month
Pick JFrog ML if…
You want what its maker publishes above — check its page for the details.
Pick TrueFoundry AI Gateway if…
It suits teams that need a shared gateway to manage model access, routing, usage, and governance. Enterprise deployment options may suit organizations that need VPC, on-premises, or air-gapped hosting.