# BentoML

BentoML is an open-source framework for building, shipping, and scaling AI applications. It standardizes model packaging, model management, and inference APIs across major ML frameworks. Version 1.4 lets developers call deployed models whether they run on BentoCloud or on the customer's own infrastructure.

Page: https://slateindex.ai/brand/bentoml · data of 2026-11-02

## Facts

- Founded: 2019
- Company type: Division of Modular AI
- Latest funding: Series A
- Deployment: Self-hosted or on BentoCloud
- Best for: Developers deploying models as APIs

## Products

- BentoML: Open-source framework for building, shipping, and scaling AI applications, with model packaging, model management, and inference APIs.
- BentoCloud: Platform where deployed BentoML models can run, alongside deployment on the customer's own infrastructure.
- BentoML Codespaces: Development environment introduced in version 1.4, aimed at faster development cycles.

## Rankings

| Category | Rank | Visibility | Mentions |
|---|---|---|---|
| MLOps Platforms | 17 of 61 | 5.4 | 13 |

## By engine

| Engine | Visibility | Mention rate |
|---|---|---|
| chatgpt | 2.8 | 11.1% |
| google_ai_mode | 10.6 | 25.9% |
| perplexity | 2.8 | 11.1% |

## Definitions

- Visibility (0–100): how often and how high AI answers name the brand, weighted by position.
- Mention rate: share of collected AI answers that name the brand.
- Share of voice: the brand's mentions as a share of all brand mentions in the category.
- Citation authority: share of answers naming the brand that cite the brand's own site.

Cite as: SlateIndex, “BentoML AI visibility profile”, https://slateindex.ai/brand/bentoml, data of 2026-11-02. Licence: CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/).