KServe vs TorchServe:Which is more popular by branded search?

Name: KServe vs TorchServe: Which is more popular by branded search?
Creator: Brandwave
License: https://creativecommons.org/licenses/by/4.0/

In August 2026, KServe had more branded searches than TorchServe among model serving platforms worldwide. KServe was estimated to have 6.6K branded searches compared to TorchServe’s 480, and held a 38.6% Share of Search versus TorchServe’s 2.8%. 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, KServe or TorchServe?

KServe38.6%6.6K searches

vs

TorchServe2.8%480 searches

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Which is more popular in search, KServe or TorchServe?

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.

KServe and TorchServe among model serving platforms worldwide, by month

Month	Seldon	KServe	BentoML	TorchServe	Triton Podcast Metrics
Oct 2025	44%	29.3%	19.5%	7.1%	0.04%
Nov 2025	44%	29.3%	19.5%	7.1%	0.04%
Dec 2025	44.7%	29.8%	19.9%	5.5%	0.06%
Jan 2026	46.9%	31.3%	17.1%	4.7%	0.05%
Feb 2026	43.1%	28.7%	23.4%	4.7%	0.11%
Mar 2026	46.9%	31.3%	17.1%	4.7%	0.05%
Apr 2026	42.2%	34.4%	18.8%	4.6%	0.05%
May 2026	44.2%	36%	15.8%	3.9%	0.05%
Jun 2026	44.2%	36%	15.8%	3.9%	0.05%
Jul 2026	40.7%	40.7%	14.8%	3.6%	0.06%
Aug 2026	47.4%	38.6%	11.1%	2.8%	0.06%
Sep 2026	—	—	—	—	—

How has the KServe and TorchServe comparison changed over the last 12 months?

3 findings

KServe was ahead of TorchServe in every measured month of the 11 months ending August 2026.
Across the 11 months ending August 2026, KServe’s estimated Share of Search among model serving platforms worldwide moved from 29.3% to 38.6%, and its estimated monthly branded searches held steady at 6.6K.
Across the 11 months ending August 2026, TorchServe’s estimated Share of Search among model serving platforms worldwide moved from 7.1% to 2.8%, and its estimated monthly branded searches moved from 1.6K to 480.

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

3 changes

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, 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%.

How each brand is measured

Brandwave collects information about searches that people make online using KServe’s and TorchServe’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.