Data as of Aug 25, 2026 · Based on 344 AI responses · See how Parse measures this
Cloud Machine Learning Infrastructure Platforms
ParseChatGPT + Google AIParse
https://parse.gl
Measured across ChatGPT & Google AI
Roboflow| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | RoboflowA user-friendly, end-to-end platform for computer vision model training workflows. | A user-friendly, end-to-end platform for computer vision model training workflows. | 77% |
| 2 |  Alphabet | 74% | |
| 3 | AmazonThe leader for high-memory EC2 instances and a mature, scalable ecosystem. | The leader for high-memory EC2 instances and a mature, scalable ecosystem. | 69% |
| 4 |  Microsoft | 69% | |
| 5 |  DatatureA no-code platform for computer vision, cited for its visual workflows. | A no-code platform for computer vision, cited for its visual workflows. | 32% |
| 6 |  Ultralytics | 23% | |
| 7 |  Kubeflow | 11% | |
| 8 |  Landing AI | 10% | |
| 9 |  PyTorch | 9% | |
| 10 |  Labelbox | 8% | |
| 11 |  Google Gemini API | 7% | |
| 12 |  Clarifai | 6% | |
| 13 |  Chooch | 4% | |
| 14 |  CVAT | 4% | |
| 15 |  Supervisely | 3% | |
| 16 |  Databricks | 3% | |
| 17 |  Ximilar | 3% | |
| 18 |  Edge Impulse | 3% | |
| 19 |  SuperAnnotate | 3% | |
| 20 |  Weights & Biases | 3% | |
| 21 |  NVIDIA | 3% | |
| 22 |  Pjreddie | 3% | |
| 23 |  Detectron2 | 3% | |
| 24 |  Lightly | 2% | |
| 25 |  V7 Labs | 2% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
roboflow.com is the page AI reaches for most here, cited in 53% of analyzed answers.
Climbed from rank #12 to #9 between October and March.
Emerged as a contender in December, becoming a top-10 cited brand.
Lost its #1 overall rank to
Fell from rank #8 to #11 between October and March.
“Not mentioned in early responses.” → “Framed as a cost-effective alternative for high-memory compute since December.”
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| Roboflow | 90% | 95% | |
 Amazon SageMaker | 95% | 43% | |
 Google Vertex AI Vector Search | 95% | 71% | |
 Azure Machine Learning | 71% | 5% | |
| Ultralytics HUB | 10% | 33% |
Amazon maintains its leadership in cloud ML infrastructure, consistently recommended for its high-memory compute instances. However, for specialized computer vision training, AI assistants increasingly highlight user-friendly platforms like Roboflow alongside major cloud offerings from Google and Microsoft.
Across 344 AI responses, Roboflow is mentioned most, named in 77% of them, followed by Alphabet (74%) and Amazon (69%).
Parse measures each brand's mention rate — the share of answers naming it — across 344 AI responses to this market's buyer questions. Answers are collected daily and the ranking is published weekly.
Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.
RoboflowAmazon SageMakerGoogle Vertex AI Vector SearchAI assistants consistently recommend a mix of user-friendly, vision-specific platforms and major cloud ML services.
Brands mentioned
RoboflowAI assistants consistently recommend a mix of user-friendly, vision-specific platforms and major cloud ML services.
AmazonGoogle CloudMicrosoft AzureAI assistants consistently name
Amazon SageMakerGoogle CloudBrands mentioned
AmazonGoogle CloudMicrosoft AzureAI assistants consistently name 
