BentoML vs TorchServe:Which is more popular by branded search?
In August 2026, BentoML had more branded searches than TorchServe among model serving platforms worldwide. BentoML was estimated to have 1.9K branded searches compared to TorchServe’s 480, and held an 11.1% Share of Search versus TorchServe’s 2.8%. These are worldwide searches for English-language branded terms.
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Which is more popular in search, BentoML 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.
Share of Search by month for BentoML, TorchServe. The figures are in the table below the chart.
View monthly share of search table
| 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 BentoML and TorchServe comparison changed over the last 12 months?
3 findings
- BentoML was ahead of TorchServe 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, 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?
2 changes
In August 2026, BentoML lost estimated Share of Search among model serving platforms worldwide, from 14.8% to 11.1%.
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 BentoML’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.
BentoML
1 branded search term
- bentoml
TorchServe
1 branded search term
- torchserve
Put your own brand in this comparison
Brandwave tracks your branded demand next to the rival you actually watch, with your campaigns, spend and outcomes on the same timeline.