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Best AI and Machine Learning Platforms

What 10 leading AI models recommend

Top Companies

#1

Google

Mentioned by
10/10
models
Average rank: 1.6
Gemini FClaude S4.5Gemini P+7 more
#2

Amazon

Mentioned by
10/10
models
Average rank: 1.8
Gemini PGemini FClaude S4.5+7 more
#3

Microsoft

Mentioned by
10/10
models
Average rank: 2.2
Gemini FClaude S4.5claude-opus-4.5+7 more
#4

IBM

Mentioned by
9/10
models
Average rank: 5.2
Claude S4.5claude-opus-4.5GPT-5.1+6 more
#5

H2O.ai

Mentioned by
9/10
models
Average rank: 6.9
Gemini FGemini Pclaude-opus-4.5+6 more
#6

Databricks

Mentioned by
7/10
models
Average rank: 4.9
Gemini FGemini PGPT-5.1+4 more

What Each AI Model Says

GLM 4.7

  1. 1Amazon SageMaker(Amazon)+
  2. 2Azure Machine Learning(Microsoft)+
  3. 3Vertex AI(Google)+
  4. 4Databricks Lakehouse Platform(Databricks)+
  5. 4MLflow(Databricks)+

Gemini 2.5 Pro

  1. 1Amazon SageMaker(Amazon)+
  2. 2Azure Machine Learning(Microsoft)+
  3. 3Vertex AI(Google)+
  4. 4Databricks Lakehouse Platform(Databricks)+
  5. 5Snowpark(Snowflake)+

Claude Sonnet 4.5

  1. 1Vertex AI(Google)+
  2. 1Google Cloud AI Platform(Google)+
  3. 2Microsoft Azure Machine Learning(Microsoft)+
  4. 3Amazon SageMaker(Amazon)+
  5. 4Databricks Lakehouse Platform(Databricks)+

GPT-5.1

  1. 1Amazon Bedrock(Amazon)+
  2. 1SageMaker(Amazon)+
  3. 2Azure Machine Learning(Microsoft)+
  4. 2Azure AI Studio(Microsoft)+
  5. 3Vertex AI(Google)+

GPT-4o-mini

  1. 1TensorFlow(Google)+
  2. 1Google Cloud AI Platform(Google)+
  3. 2Power BI(Microsoft)+
  4. 2Azure DevOps(Microsoft)+
  5. 2Microsoft Azure Machine Learning(Microsoft)+

Claude Opus 4.5

  1. 1SageMaker(Amazon)+
  2. 2Azure Machine Learning(Microsoft)+
  3. 3Vertex AI(Google)+
  4. 5IBM Watson Studio(IBM)+
  5. 7Driverless AI(H2O.ai)+
DeepSeek

DeepSeek V3

  1. 1Google Cloud Vertex AI(Google)+
  2. 2Amazon SageMaker(Amazon)+
  3. 3Microsoft Azure Machine Learning(Microsoft)+
  4. 4IBM Watson Studio(IBM)+
  5. 5Databricks Lakehouse AI(Databricks)+

Gemini 2.5 Flash

  1. 1Google Cloud AI Platform(Google)+
  2. 1Vertex AI(Google)+
  3. 2SageMaker(Amazon)+
  4. 3Microsoft Azure Machine Learning(Microsoft)+
  5. 4MLflow(Databricks)+

Mistral Large 3

  1. 1Vertex AI(Google)+
  2. 2Azure ML(Microsoft)+
  3. 3SageMaker(Amazon)+
  4. 4Watsonx(IBM)+
  5. 7Transformers(Hugging Face)+

Llama 3.3 70B

  1. 1Google Cloud AI Platform(Google)+
  2. 2Amazon SageMaker(Amazon)+
  3. 3Microsoft Azure Machine Learning(Microsoft)+
  4. 4IBM Watson Studio(IBM)+
  5. 5H2O.ai Driverless AI(H2O.ai)+

Complete Rankings

RankCompanyModels MentioningAvg. RankMentioned By
1Google
10/10
1.6
Gemini FClaude S4.5Gemini PGPT-4o-miniGPT-5.1DeepSeekLlama 3.3Mistral L3GLM 4.7claude-opus-4.5
2Amazon
10/10
1.8
Gemini PGemini FClaude S4.5GPT-4o-miniclaude-opus-4.5GPT-5.1Llama 3.3Mistral L3DeepSeekGLM 4.7
3Microsoft
10/10
2.2
Gemini FClaude S4.5claude-opus-4.5GPT-4o-miniGPT-5.1Mistral L3Llama 3.3GLM 4.7DeepSeekGemini P
4IBM
9/10
5.2
Claude S4.5claude-opus-4.5GPT-5.1Mistral L3DeepSeekGemini PGPT-4o-miniLlama 3.3Gemini F
5H2O.ai
9/10
6.9
Gemini FGemini Pclaude-opus-4.5GPT-5.1GPT-4o-miniLlama 3.3DeepSeekGLM 4.7Mistral L3
6Databricks
7/10
4.9
Gemini FGemini PGPT-5.1Llama 3.3DeepSeekGLM 4.7Claude S4.5
7DataRobot
5/10
5.4
Gemini PClaude S4.5GPT-4o-miniLlama 3.3GLM 4.7
8Snowflake
3/10
5.8
Gemini PClaude S4.5GPT-5.1
9SAS Institute
3/10
8.0
GPT-5.1Llama 3.3DeepSeek
10Palo Alto Networks
1/10
5.0
Gemini P
11Hugging Face
1/10
7.0
Mistral L3
12Altair Engineering
1/10
8.0
Llama 3.3
13Palantir Technologies
1/10
9.0
claude-opus-4.5
14Domino Data Lab
1/10
9.0
Llama 3.3
15Oracle
1/10
10.0
GPT-5.1

Query Posed to AI Models

"Platforms that provide tools and services for building, deploying, and managing AI and machine learning models across various use cases. Rank the leading vendors in the AI and Machine Learning Platforms market. For each vendor, explain their key strengths and weaknesses, and which types of businesses they are best suited for."

Generated: January 2, 2026 at 05:20 AM