According to AlphaMoat, in 2026-08 BentoML (bentoml.com) received 176,797 monthly visits (-16% MoM) — ranked #2,596 of 17,412 AI websites with traffic data, and #293 of 1,769 in Programming; its largest market is United States (19.4% of visits).
BentoML provides a deployment platform for AI model inference that abstracts away cloud inference infrastructure complexity, supporting self-hosted and multi-cloud deployment.
It offers an open-source model-serving framework and a managed inference platform, with one-click deployment of any-architecture models, auto-scaling, fine-grained permissions, and observability, plus integration with mainstream GPU hardware.
Data month: 2026-08 · Visit figures are third-party traffic estimates aggregated monthly — best for scale and trends. Multiple domains of the same product are merged. See methodology.