Seldon vs TensorFlow Serving:Which is searched more?
In September 2026, Seldon had more branded searches than TensorFlow Serving among model serving platforms worldwide. Seldon had about 8,100 branded searches, while TensorFlow Serving had 260. Seldon made up 3.1% of all model serving platform searches we track, and TensorFlow Serving accounted for 0.1%. These are worldwide searches for English-language branded terms.
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Is Seldon or TensorFlow Serving more popular in search?
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 searches by month for Seldon, TensorFlow Serving. The figures are in the table below the chart.
View monthly share of searches table
| Month | vLLM | Baseten | Amazon SageMaker | Seldon | Modal | KServe | Ray Serve | NVIDIA Triton Inference Server | BentoML | TorchServe | TensorFlow Serving |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Oct 2025 | 52.2% | 7% | 25.5% | 3.8% | 1.6% | 2.6% | 1.7% | 2.8% | 1.7% | 0.62% | 0.39% |
| Nov 2025 | 54.2% | 7.3% | 23% | 4% | 1.3% | 2.7% | 2.2% | 2.6% | 1.8% | 0.64% | 0.35% |
| Dec 2025 | 55% | 6% | 23.4% | 4% | 1.3% | 2.7% | 2.2% | 2.6% | 1.8% | 0.5% | 0.36% |
| Jan 2026 | 53.7% | 10.8% | 20.6% | 3.9% | 1.6% | 2.6% | 2.1% | 2.6% | 1.4% | 0.4% | 0.29% |
| Feb 2026 | 57.7% | 7.7% | 20.1% | 3.5% | 1.8% | 2.3% | 1.9% | 2.5% | 1.9% | 0.38% | 0.25% |
| Mar 2026 | 59.5% | 8% | 18.7% | 3.6% | 1.7% | 2.4% | 1.9% | 2.3% | 1.3% | 0.36% | 0.26% |
| Apr 2026 | 65.9% | 7.3% | 15.4% | 2.7% | 1.8% | 2.2% | 1.4% | 1.7% | 1.2% | 0.29% | 0.19% |
| May 2026 | 61% | 10% | 15.7% | 3% | 2.7% | 2.4% | 1.6% | 2% | 1.1% | 0.27% | 0.18% |
| Jun 2026 | 58.5% | 14.4% | 15% | 2.9% | 2.2% | 2.3% | 1.6% | 1.7% | 1% | 0.26% | 0.14% |
| Jul 2026 | 55% | 16.5% | 14.1% | 2.7% | 4.1% | 2.7% | 1.8% | 1.8% | 0.98% | 0.24% | 0.13% |
| Aug 2026 | 55.5% | 16.6% | 14.2% | 3.3% | 3% | 2.7% | 1.8% | 1.8% | 0.78% | 0.2% | 0.09% |
| Sep 2026 | 51.9% | 19% | 16.3% | 3.1% | 3% | 2.1% | 2.1% | 1.5% | 0.73% | 0.18% | 0.1% |
How has the Seldon and TensorFlow Serving comparison changed over the last 12 months?
3 findings
- Seldon was ahead of TensorFlow Serving in every measured month of the 12 months ending September 2026.
- Across the 12 months ending September 2026, Seldon’s share of searches among model serving platforms worldwide moved from 3.8% to 3.1%, and its estimated monthly branded searches moved from 9.9K to 8.1K.
- Across the 12 months ending September 2026, TensorFlow Serving’s share of searches among model serving platforms worldwide moved from 0.39% to 0.1%, and its estimated monthly branded searches moved from 1K to 260.
How did search popularity change for model serving platforms worldwide in September 2026?
2 changes
Estimated monthly branded searches for TensorFlow Serving worldwide fell 74% over 12 measured months, from 1K to 260 in September 2026.
Estimated monthly branded searches for Seldon worldwide fell 18.2% over 12 measured months, from 9.9K to 8.1K in September 2026.
How are branded searches counted?
2 search terms
Brandwave collects information about searches that people make online using Seldon’s and TensorFlow Serving’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.
Seldon
1 branded search term
- seldon
TensorFlow Serving
1 branded search term
- tensorflow serving
Other head-to-heads among model serving platforms
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