Brandwave

How popular isKServe in search?

In August 2026, there were an estimated 6.6K branded searches for KServe worldwide which held steady over the last 11 months. KServe holds 38.6% estimated Share of Search among model serving platforms worldwide and is ranked 2nd of 5 competitors for search popularity. These are worldwide searches for English-language branded terms.

Share of Search, August 2026
  1. Seldon47.4%
  2. KServe38.6%
  3. BentoML11.1%
  4. TorchServe2.8%
  5. Triton Podcast Metrics0.06%
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Which model serving platforms compete with KServe?

KServe against model serving platforms worldwide, by month

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

View monthly share of search table
MonthSeldonKServeBentoMLTorchServeTriton Podcast Metrics
Oct 202544%29.3%19.5%7.1%0.04%
Nov 202544%29.3%19.5%7.1%0.04%
Dec 202544.7%29.8%19.9%5.5%0.06%
Jan 202646.9%31.3%17.1%4.7%0.05%
Feb 202643.1%28.7%23.4%4.7%0.11%
Mar 202646.9%31.3%17.1%4.7%0.05%
Apr 202642.2%34.4%18.8%4.6%0.05%
May 202644.2%36%15.8%3.9%0.05%
Jun 202644.2%36%15.8%3.9%0.05%
Jul 202640.7%40.7%14.8%3.6%0.06%
Aug 202647.4%38.6%11.1%2.8%0.06%
Sep 2026—————

  1. 1.Seldon

    47.4%

    Moved from 2nd to 1st. 8.1K estimated branded searches, +22.7% vs prior month. Share +6.7 points.

  2. 2.KServe

    38.6%

    Moved from 1st to 2nd. 6.6K estimated branded searches, 0% vs prior month. Share -2.1 points.

  3. 3.BentoML

    11.1%

    Held 3rd. 1.9K estimated branded searches, -20.8% vs prior month. Share -3.7 points.

  4. 4.TorchServe

    2.8%

    Held 4th. 480 estimated branded searches, -18.6% vs prior month. Share -0.8 points.

  5. 5.Triton Podcast Metrics

    0.06%

    Held 5th. 10 estimated branded searches, 0% vs prior month. Share 0 points.

Compare search popularity between KServe and its closest rivals

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

  • Across the 11 months ending August 2026, estimated monthly branded searches for KServe worldwide held steady at 6.6K.
  • Across the 11 months ending August 2026, KServe’s estimated Share of Search among model serving platforms worldwide increased from 29.3% to 38.6%.
  • Across the 11 months ending August 2026, KServe’s estimated Share of Search among model serving platforms worldwide peaked at 40.7% in July 2026 and was lowest at 28.7% in February 2026.

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%.

  3. In August 2026, KServe lost estimated Share of Search among model serving platforms worldwide, from 40.7% to 38.6%.

  4. In August 2026, TorchServe lost estimated Share of Search among model serving platforms worldwide, from 3.6% to 2.8%.

How is KServe measured?

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

1 branded search term

  • kserve

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How the Brand Demand Index is measured

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