Brand profile

Google Colab

A free cloud-based Jupyter notebook environment from Google, offering free access to GPUs for machine learning.

5 questions · 3 categories · As of Nov 12, 2026

Best category rank
#13
Machine Learning Platforms · of 136
Questions
5
3 categories
Answers naming it
10/30
Of the answers measured on this brand's questions

Visibility by category

CategoriesCategory rankQuestionsScore
Machine Learning Platforms#13of 136372.7
AI Coding Assistants#49of 151127.5
Code Editors & IDEs#56of 113118.3

Ranking by question

Named alongside in Machine Learning Platforms

Brands named in the same answers as Google Colab in the last four weeks, counted in answers.

Named alongside in Machine Learning PlatformsBrands named in the same answers as Google Colab in the last four weeks, counted in answers.AWS SageMaker: named in 20 answersAWS SageMakerAzure Machine Learning: named in 19 answersAzure Machine LearningDatabricks Lakehouse: named in 13 answersDatabricks LakehouseRunPod: named in 11 answersRunPodSnowflake: named in 7 answersSnowflakeVertex AI: named in 17 answersVertex AILambda Labs: named in 10 answersLambda LabsLabelbox: named in 6 answersLabelboxHugging Face: named in 11 answersHugging FaceScikit-learn: named in 9 answersScikit-learnGoogle BigQuery: named in 6 answersGoogle BigQueryCoreWeave: named in 6 answersCoreWeaveGoogle Colab: named in 13 answersGoogle ColabDatabricks: named in 11 answersDatabricksKNIME Analytics Platform: named in 7 answersKNIME Analytics PlatformRedshift: named in 6 answersRedshiftGoogle Cloud Platform: named in 7 answersGoogle Cloud PlatformH2O.ai: named in 10 answersH2O.aiScale AI (product): named in 4 answersScale AI (product)CVAT: named in 6 answersCVATGoogle Gemini API: named in 5 answersGoogle Gemini APISuperAnnotate: named in 5 answersSuperAnnotateRoboflow: named in 5 answersRoboflowLabel Studio (by Heartex): named in 4 answersAWS: named in 6 answersAWSAnthropic Claude API: named in 3 answersOpenAI: named in 4 answersOpenAIGoogle Teachable Machine: named in 4 answersGoogle Teachable MachineEncord: named in 5 answersEncordTensorFlow: named in 6 answersTensorFlow
  • Answers naming the brand
  • 3
  • 6
  • 20
  • Answers naming both
  • 1
  • 16
Named alongside in Machine Learning PlatformsBrands named in the same answers as Google Colab in the last four weeks, counted in answers.AWS SageMaker: named in 20 answersAWS SageMakerAzure Machine Learning: named in 19 answersAzure Machine LearningDatabricks Lakehouse: named in 13 answersRunPod: named in 11 answersRunPodSnowflake: named in 7 answersSnowflakeVertex AI: named in 17 answersVertex AILambda Labs: named in 10 answersLambda LabsLabelbox: named in 6 answersHugging Face: named in 11 answersHugging FaceScikit-learn: named in 9 answersScikit-learnGoogle BigQuery: named in 6 answersCoreWeave: named in 6 answersGoogle Colab: named in 13 answersGoogle ColabDatabricks: named in 11 answersDatabricksKNIME Analytics Platform: named in 7 answersRedshift: named in 6 answersGoogle Cloud Platform: named in 7 answersGoogle Cloud PlatformH2O.ai: named in 10 answersH2O.aiScale AI (product): named in 4 answersCVAT: named in 6 answersCVATGoogle Gemini API: named in 5 answersGoogle Gemini APISuperAnnotate: named in 5 answersSuperAnnotateRoboflow: named in 5 answersRoboflowLabel Studio (by Heartex): named in 4 answersAWS: named in 6 answersAWSAnthropic Claude API: named in 3 answersOpenAI: named in 4 answersOpenAIGoogle Teachable Machine: named in 4 answersEncord: named in 5 answersEncordTensorFlow: named in 6 answers
  • Answers naming the brand
  • 3
  • 6
  • 20
  • Answers naming both
  • 1
  • 16
  1. 18AWS SageMaker
  2. 27Azure Machine Learning
  3. 36Scikit-learn
  4. 46Vertex AI
  5. 55Hugging Face
  6. 65Databricks
  7. 74Cursor
  8. 84GitHub Copilot
  9. 94H2O.ai
  10. 104DataRobot
  11. 114Google Teachable Machine
  12. 123RapidMiner
  13. 133Visual Studio Code
  14. 143ChatGPT
  15. 153Claude
  16. 163Dataiku
  17. 173Kaggle Learn
  18. 183Keras
  19. 193Kubeflow
  20. 202Kaggle Notebooks
Named alongside
BrandAnswers naming the brandNamed alongside
AWS SageMaker20Azure Machine Learning (16), Vertex AI (15), Databricks (11)
Azure Machine Learning19AWS SageMaker (16), Vertex AI (14), Databricks (11)
Databricks Lakehouse13Snowflake (6), Redshift (6), AWS SageMaker (6)
RunPod11Lambda Labs (9), AWS (6), CoreWeave (6)
Snowflake7Redshift (6), Databricks Lakehouse (6), Google BigQuery (6)
Vertex AI17AWS SageMaker (15), Azure Machine Learning (14), Databricks (9)
Lambda Labs10RunPod (9), AWS (6), CoreWeave (6)
Labelbox6CVAT (6), Encord (5), SuperAnnotate (5)
Hugging Face11Vertex AI (7), AWS SageMaker (6), Azure Machine Learning (6)
Scikit-learn9Google Colab (6), AWS SageMaker (5), Azure Machine Learning (5)
Google BigQuery6Snowflake (6), Redshift (6), Databricks Lakehouse (6)
CoreWeave6RunPod (6), Lambda Labs (6), AWS (5)
Google Colab13AWS SageMaker (8), Azure Machine Learning (7), Scikit-learn (6)
Databricks11AWS SageMaker (11), Azure Machine Learning (11), Vertex AI (9)
KNIME Analytics Platform7AWS SageMaker (6), H2O.ai (5), Vertex AI (5)
Redshift6Snowflake (6), Databricks Lakehouse (6), Google BigQuery (6)
Google Cloud Platform7AWS (6), RunPod (6), Lambda Labs (6)
H2O.ai10AWS SageMaker (10), Azure Machine Learning (9), Vertex AI (8)
Scale AI (product)4CVAT (4), Label Studio (by Heartex) (4), Labelbox (4)
CVAT6Labelbox (6), Encord (5), SuperAnnotate (5)
Google Gemini API5Anthropic Claude API (3), Hugging Face (2), OpenAI (2)
SuperAnnotate5CVAT (5), Labelbox (5), Encord (4)
Roboflow5CVAT (5), Labelbox (5), Encord (4)
Label Studio (by Heartex)4CVAT (4), Scale AI (product) (4), Labelbox (4)
AWS6RunPod (6), Google Cloud Platform (6), Lambda Labs (6)
Anthropic Claude API3Google Gemini API (3), Hugging Face (1), OpenAI (1)
OpenAI4Google Gemini API (2), Anthropic Claude API (1), AWS (1)
Google Teachable Machine4Google Colab (4), Scikit-learn (3), KNIME Analytics Platform (1)
Encord5CVAT (5), Labelbox (5), SuperAnnotate (4)
TensorFlow6AWS SageMaker (5), Azure Machine Learning (4), Databricks (4)

Sources cited when this brand is named

Sites the answers naming this brand cited in the last four weeks. Counts are citing answers.

Sources cited when this brand is named
RankSourceCiting answers
1reddit.comcommunity4
2youtube.comsocial3
3kaggle.com3
4datacamp.com2
5dev.to2
6igmguru.com2
7zenius.co2
8docs.github.comreference2
9geeksforgeeks.org2
10huggingface.coreference2

Named by surface, by question

For the brand's best questions: of each surface's 1 answers, how many named it.

Named by surface, by question
QuestionsGoogle AI OverviewsChatGPTClaudeGeminiGoogle AI ModeMicrosoft Copilot
1Which machine learning platforms are best for beginners?011110
2What are the best AI assistants for learning to program?110000
3What is the best IDE for Python?100001
4Which machine learning platforms offer the best value for money?000100
5What are the best machine learning platforms?000100