---
title: "Amazon SageMaker vs vLLM: Which is searched more?"
description: "Is Amazon SageMaker or vLLM more popular in search? Compare estimated monthly branded-search demand and Share of Search inside the Model serving platforms set worldwide. 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."
canonical: "https://gobrandwave.com/demand/global-en/compare/amazon-sagemaker-vs-vllm"
publisher: "Brandwave"
---

# Amazon SageMaker vs vLLM: Which is searched more?

Is Amazon SageMaker or vLLM more popular in search? Compare estimated monthly branded-search demand and Share of Search inside the Model serving platforms set worldwide. 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.

## Key facts

- **Compared**: Amazon SageMaker and vLLM
- **Competitive set**: Model serving platforms
- **Market**: Global
- **Month measured**: Sep 2026
- **Amazon SageMaker Share of Search**: 16.3%
- **vLLM Share of Search**: 51.9%

## Is Amazon SageMaker or vLLM more popular in search?

- In September 2026, vLLM had more branded searches than Amazon SageMaker among model serving platforms worldwide. vLLM had about 135,000 branded searches, while Amazon SageMaker had 42,400. vLLM made up 51.9% of all model serving platform searches we track, and Amazon SageMaker accounted for 16.3%.
- vLLM was ahead of Amazon SageMaker in every measured month of the 12 months ending September 2026.
- Across the 12 months ending September 2026, Amazon SageMaker’s share of searches among model serving platforms worldwide moved from 25.5% to 16.3%, and its estimated monthly branded searches moved from 66K to 42.4K.
- Across the 12 months ending September 2026, vLLM’s share of searches among model serving platforms worldwide moved from 52.2% to 51.9%, and its estimated monthly branded searches held steady at 135K.

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

- In September 2026, Amazon SageMaker gained share of searches among model serving platforms worldwide, from 14.2% to 16.3%.
- In September 2026, vLLM lost share of searches among model serving platforms worldwide, from 55.5% to 51.9%.

## Month by month

| Month | Amazon SageMaker estimated searches | Amazon SageMaker Share of Search | Amazon SageMaker rank | vLLM estimated searches | vLLM Share of Search | vLLM rank |
| --- | --- | --- | --- | --- | --- | --- |
| Oct 2025 | 66K | 25.5% | 2 | 135K | 52.2% | 1 |
| Nov 2025 | 57.3K | 23% | 2 | 135K | 54.2% | 1 |
| Dec 2025 | 46.9K | 23.4% | 2 | 110K | 55% | 1 |
| Jan 2026 | 51.8K | 20.6% | 2 | 135K | 53.7% | 1 |
| Feb 2026 | 46.9K | 20.1% | 2 | 135K | 57.7% | 1 |
| Mar 2026 | 51.8K | 18.7% | 2 | 165K | 59.5% | 1 |
| Apr 2026 | 46.9K | 15.4% | 2 | 201K | 65.9% | 1 |
| May 2026 | 42.4K | 15.7% | 2 | 165K | 61% | 1 |
| Jun 2026 | 42.4K | 15% | 2 | 165K | 58.5% | 1 |
| Jul 2026 | 34.6K | 14.1% | 3 | 135K | 55% | 1 |
| Aug 2026 | 34.6K | 14.2% | 3 | 135K | 55.5% | 1 |
| Sep 2026 | 42.4K | 16.3% | 3 | 135K | 51.9% | 1 |

## How each brand is measured

Brandwave collects information about searches that people make online using Amazon SageMaker’s and vLLM’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.

- **Amazon SageMaker**: Measured on the search terms “amazon sagemaker”, “aws sagemaker” and “sagemaker”, summed into one figure.
- **vLLM**: Measured on the search term “vllm”.

- [Amazon SageMaker profile](/demand/global-en/brands/amazon-sagemaker)
- [vLLM profile](/demand/global-en/brands/vllm)
- [All model serving platforms worldwide](/demand/global-en/categories/model-serving-platforms): The set both shares are measured inside, 11 brands.

## Methodology

- [How is the Brand Demand Index measured?](/demand/methodology): Where the figures come from, what they compare, and how they may be reused.

## Frequently asked questions

### Is Amazon SageMaker or vLLM more popular in search?

In September 2026, vLLM had more branded searches than Amazon SageMaker among model serving platforms worldwide. vLLM had about 135,000 branded searches, while Amazon SageMaker had 42,400. vLLM made up 51.9% of all model serving platform searches we track, and Amazon SageMaker accounted for 16.3%.

## Cite this page

Brandwave. "Amazon SageMaker vs vLLM: Which is searched more?". https://gobrandwave.com/demand/global-en/compare/amazon-sagemaker-vs-vllm

This page is also available as HTML at https://gobrandwave.com/demand/global-en/compare/amazon-sagemaker-vs-vllm. Brandwave publishes an index of its Markdown pages at https://gobrandwave.com/llms.txt.