---
title: "BentoML: search popularity and Share of Search worldwide"
description: "BentoML is a model serving platform. Branded searches tell you how often people look for a brand by name or related terms. Comparing these searches across competitors helps you see how popular each brand is over time."
canonical: "https://gobrandwave.com/demand/global-en/brands/bentoml"
publisher: "Brandwave"
---

# BentoML: search popularity and Share of Search worldwide

BentoML is a model serving platform. Branded searches tell you how often people look for a brand by name or related terms. Comparing these searches across competitors helps you see how popular each brand is over time.

## Key facts

- **Brand**: BentoML
- **Market**: Global
- **Measured month**: Aug 2026
- **Share of Search among model serving platforms**: 11.1%

## Where the brand sits

| Competitive set | Rank | Share of Search | Estimated monthly branded searches |
| --- | --- | --- | --- |
| Model serving platforms | 3 | 11.1% | 1.9K |

- [Model serving platforms](/demand/global-en/categories/model-serving-platforms)

## How has branded search demand for BentoML changed worldwide over the last 12 months?

- Across the 11 months ending August 2026, estimated monthly branded searches for BentoML worldwide fell from 4.4K to 1.9K.
- Across the 11 months ending August 2026, BentoML’s estimated Share of Search among model serving platforms worldwide decreased from 19.5% to 11.1%.
- Across the 11 months ending August 2026, BentoML’s estimated Share of Search among model serving platforms worldwide peaked at 23.4% in February 2026 and was lowest at 11.1% in August 2026.

## How did search popularity change for model serving platforms worldwide in August 2026?

- In August 2026, Seldon overtook KServe to take the highest estimated Share of Search among model serving platforms worldwide, at 47.4%.
- In August 2026, BentoML lost estimated Share of Search among model serving platforms worldwide, from 14.8% to 11.1%.
- In August 2026, KServe lost estimated Share of Search among model serving platforms worldwide, from 40.7% to 38.6%.
- In August 2026, TorchServe lost estimated Share of Search among model serving platforms worldwide, from 3.6% to 2.8%.

## Historical estimated branded-search demand

| Month | Competitive set | Estimated monthly branded searches | Share of Search | Rank |
| --- | --- | --- | --- | --- |
| Oct 2025 | Model serving platforms | 4.4K | 19.5% | 3 |
| Nov 2025 | Model serving platforms | 4.4K | 19.5% | 3 |
| Dec 2025 | Model serving platforms | 3.6K | 19.9% | 3 |
| Jan 2026 | Model serving platforms | 3.6K | 17.1% | 3 |
| Feb 2026 | Model serving platforms | 4.4K | 23.4% | 3 |
| Mar 2026 | Model serving platforms | 3.6K | 17.1% | 3 |
| Apr 2026 | Model serving platforms | 3.6K | 18.8% | 3 |
| May 2026 | Model serving platforms | 2.9K | 15.8% | 3 |
| Jun 2026 | Model serving platforms | 2.9K | 15.8% | 3 |
| Jul 2026 | Model serving platforms | 2.4K | 14.8% | 3 |
| Aug 2026 | Model serving platforms | 1.9K | 11.1% | 3 |
| Sep 2026 | Model serving platforms | — | — | — |

## How is BentoML measured?

Brandwave collects information about searches that people make online using BentoML’s name. When viewed over time, estimated search volumes for this branded term can be used to understand whether interest in the brand is growing, holding steady, or fading.

- “bentoml”

## Which model serving platforms compete with BentoML?

- [Seldon](/demand/global-en/brands/seldon): Head-to-head: /demand/global-en/compare/bentoml-vs-seldon
- [KServe](/demand/global-en/brands/kserve): Head-to-head: /demand/global-en/compare/bentoml-vs-kserve
- [TorchServe](/demand/global-en/brands/torchserve): Head-to-head: /demand/global-en/compare/bentoml-vs-torchserve
- [Triton Podcast Metrics](/demand/global-en/brands/triton-podcast-metrics): Head-to-head: /demand/global-en/compare/bentoml-vs-triton-podcast-metrics

## Methodology

- [How is branded search demand measured?](/demand/methodology): Where the figures come from, what they compare, and how they may be reused.

## Cite this page

Brandwave. "BentoML: search popularity and Share of Search worldwide". https://gobrandwave.com/demand/global-en/brands/bentoml

This page is also available as HTML at https://gobrandwave.com/demand/global-en/brands/bentoml. Brandwave publishes an index of its Markdown pages at https://gobrandwave.com/llms.txt.