Brandwave

BentoML vs Seldon:Which is searched more?

In August 2026, Seldon had more branded searches than BentoML among model serving platforms worldwide. Seldon was estimated to have 8.1K branded searches compared to BentoML’s 1.9K, and held a 47.4% Share of Search versus BentoML’s 11.1%. These are worldwide searches for English-language branded terms.

Share of Search among model serving platforms worldwide in August 2026Which is more popular in search, BentoML or Seldon?
BentoML11.1%1.9K searches
vs
Seldon47.4%8.1K searches

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Which is more popular in search, BentoML or Seldon?

Compare the platforms used to serve machine learning models. 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.

BentoML and Seldon among model serving platforms worldwide, by month

Share of Search by month for Seldon, BentoML. The figures are in the table below the chart.

View monthly share of search table
MonthSeldonBentoML
Oct 202544%19.5%
Nov 202544%19.5%
Dec 202544.7%19.9%
Jan 202646.9%17.1%
Feb 202643.1%23.4%
Mar 202646.9%17.1%
Apr 202642.2%18.8%
May 202644.2%15.8%
Jun 202644.2%15.8%
Jul 202640.7%14.8%
Aug 202647.4%11.1%
Sep 2026——

How has the BentoML and Seldon comparison changed over the last 12 months?

  • Seldon was ahead of BentoML in every measured month of the 11 months ending August 2026.
  • Across the 11 months ending August 2026, BentoML’s estimated Share of Search among model serving platforms worldwide moved from 19.5% to 11.1%, and its estimated monthly branded searches moved from 4.4K to 1.9K.
  • Across the 11 months ending August 2026, Seldon’s estimated Share of Search among model serving platforms worldwide moved from 44% to 47.4%, and its estimated monthly branded searches moved from 9.9K to 8.1K.

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

  1. In August 2026, Seldon overtook KServe to take the highest estimated Share of Search among model serving platforms worldwide, at 47.4%.

  2. In August 2026, BentoML lost estimated Share of Search among model serving platforms worldwide, from 14.8% to 11.1%.

How each brand is measured

Brandwave collects information about searches that people make online using BentoML’s and Seldon’s names. When viewed over time, estimated search volumes for these branded terms can be used to understand whether interest in the brands is growing, holding steady, or fading.

BentoML

1 branded search term

  • bentoml

Seldon

1 branded search term

  • seldon

How the Brand Demand Index is measured

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