BentoML vs KServe:Which is more popular by branded search?
In August 2026, KServe had more branded searches than BentoML among model serving platforms worldwide. KServe was estimated to have 6.6K branded searches compared to BentoML’s 1.9K, and held a 38.6% Share of Search versus BentoML’s 11.1%. These are worldwide searches for English-language branded terms.
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Which is more popular in search, BentoML or KServe?
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 KServe, BentoML. 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 KServe comparison changed over the last 12 months?
3 findings
- KServe 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, 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.
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, 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%.
How each brand is measured
Brandwave collects information about searches that people make online using BentoML’s and KServe’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.
Put your own brand in this comparison
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