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Best Cloud Infrastructure Software

What 10 leading AI models recommend

Top Recommendations

#1

Microsoft Azure

Mentioned by
9/10
models
Average rank: 2.0
Gemini FGemini Pclaude-sonnet-4.5+6 more
#2

Amazon Web Services

Mentioned by
8/10
models
Average rank: 1.0
Gemini Fclaude-sonnet-4.5claude-opus-4.5+5 more
#3

Google Cloud Platform

Mentioned by
8/10
models
Average rank: 3.0
Gemini Fclaude-sonnet-4.5claude-opus-4.5+5 more
#4

Alibaba Cloud

Mentioned by
7/10
models
Average rank: 4.6
Gemini Fclaude-sonnet-4.5claude-opus-4.5+4 more
#5

IBM Cloud

Mentioned by
7/10
models
Average rank: 4.9
claude-sonnet-4.5claude-opus-4.5gpt-4o-mini+4 more
#6

Oracle Cloud Infrastructure

Mentioned by
6/10
models
Average rank: 5.3
Gemini Fclaude-sonnet-4.5claude-opus-4.5+3 more

What Each AI Model Says

G

Gemini 2.5 Flash

  1. 3Vertex AI+
  2. 3BigQuery+
  3. 3TensorFlow+
  4. 3Kubernetes+
  5. 5Oracle databases+
G

Gemini 2.5 Pro

  1. 1Azure App Service+
  2. 2Azure Stack+
  3. 3Azure Arc+
  4. 4Active Directory+
  5. 5Office 365+
?

claude-sonnet-4.5

  1. 3BigQuery+
  2. 3TensorFlow+
?

claude-opus-4.5

  1. 2Azure Stack+
  2. 2Azure Arc+
  3. 3TensorFlow+
  4. 3BigQuery+
  5. 3Vertex AI+
?

gpt-5.1

No rankings extracted

D

DeepSeek V3

  1. 2Azure Stack+
  2. 2Azure Arc+
  3. 3Google Kubernetes Engine+
  4. 4Watson+
  5. 4Red Hat OpenShift+
?

mistral-large-2512

  1. 1EC2+
  2. 2S3+
  3. 3SageMaker+
  4. 4AWS Outposts+
  5. 5Active Directory+
?

gpt-4o-mini

  1. 3Kubernetes+
  2. 4Watson+
?

glm-4.7

No rankings extracted

?

llama-3.3-70b-instruct:free

No rankings extracted

Complete Rankings

RankProduct/CompanyModels MentioningAvg. RankMentioned By
1Microsoft Azure
9/10
2.0
Gemini FGemini Pclaude-sonnet-4.5claude-opus-4.5gpt-4o-minigpt-5.1llama-3.3-70b-instruct:freemistral-large-2512DeepSeek
2Amazon Web Services
8/10
1.0
Gemini Fclaude-sonnet-4.5claude-opus-4.5gpt-4o-minigpt-5.1llama-3.3-70b-instruct:freemistral-large-2512DeepSeek
3Google Cloud Platform
8/10
3.0
Gemini Fclaude-sonnet-4.5claude-opus-4.5gpt-4o-minigpt-5.1llama-3.3-70b-instruct:freemistral-large-2512DeepSeek
4Alibaba Cloud
7/10
4.6
Gemini Fclaude-sonnet-4.5claude-opus-4.5gpt-5.1llama-3.3-70b-instruct:freemistral-large-2512DeepSeek
5IBM Cloud
7/10
4.9
claude-sonnet-4.5claude-opus-4.5gpt-4o-minigpt-5.1llama-3.3-70b-instruct:freemistral-large-2512DeepSeek
6Oracle Cloud Infrastructure
6/10
5.3
Gemini Fclaude-sonnet-4.5claude-opus-4.5gpt-5.1mistral-large-2512DeepSeek
7Azure Arc
4/10
2.0
Gemini Pclaude-opus-4.5mistral-large-2512DeepSeek
8BigQuery
4/10
3.0
Gemini Fclaude-sonnet-4.5claude-opus-4.5mistral-large-2512
9TensorFlow
4/10
3.0
Gemini Fclaude-sonnet-4.5claude-opus-4.5mistral-large-2512
10Complex pricing
3/10
1.0
claude-sonnet-4.5claude-opus-4.5gpt-5.1
11Azure Stack
3/10
2.0
Gemini Pclaude-opus-4.5DeepSeek
12Google Kubernetes Engine
3/10
3.0
claude-opus-4.5mistral-large-2512DeepSeek
13Red Hat OpenShift
3/10
5.0
claude-opus-4.5mistral-large-2512DeepSeek
14Complexity
2/10
1.5
Gemini Fgpt-4o-mini
15Vertex AI
2/10
3.0
Gemini Fclaude-opus-4.5
16Kubernetes
2/10
3.0
Gemini Fgpt-4o-mini
17Watson
2/10
4.0
gpt-4o-miniDeepSeek
18Oracle Cloud
2/10
5.0
gpt-4o-minillama-3.3-70b-instruct:free
19Autonomous Database
2/10
5.0
Gemini Fmistral-large-2512
20Active Directory
2/10
-
Gemini Pmistral-large-2512
21S3
2/10
-
Gemini Pmistral-large-2512
22EC2
2/10
-
Gemini Pmistral-large-2512
23Global footprint
1/10
1.0
gpt-5.1
24Wide range of services and features
1/10
1.0
llama-3.3-70b-instruct:free
25Most Mature and Comprehensive
1/10
1.0
Gemini F
26Global Reach
1/10
1.0
Gemini F
27Innovation Leader
1/10
1.0
Gemini F
28Cost Management
1/10
1.0
Gemini F
29Amazon Web Services (AWS)
1/10
1.0
Gemini P
30Broadest service portfolio
1/10
1.0
claude-opus-4.5
31complex pricing structure
1/10
1.0
DeepSeek
32broadest and deepest portfolio of services
1/10
1.0
DeepSeek
33Complex pricing model
1/10
1.0
llama-3.3-70b-instruct:free
34Breadth of services
1/10
1.0
claude-sonnet-4.5
35Market Leader
1/10
1.0
gpt-4o-mini
36Comprehensive Service Offering
1/10
1.0
gpt-4o-mini
37Complex Pricing
1/10
1.0
gpt-4o-mini
38Steep Learning Curve
1/10
1.0
gpt-4o-mini
39Breadth & maturity of services
1/10
1.0
gpt-5.1
40Innovation pace
1/10
1.0
gpt-5.1
41Service reliability concerns
1/10
2.0
claude-opus-4.5
42Seamless Microsoft integration
1/10
2.0
claude-opus-4.5
43Service inconsistency
1/10
2.0
claude-sonnet-4.5
44Hybrid cloud excellence
1/10
2.0
claude-sonnet-4.5
45Enterprise Focus
1/10
2.0
Gemini F
46OpenAI partnership
1/10
2.0
claude-opus-4.5
47Hybrid Cloud Leader
1/10
2.0
Gemini F
48Limited support for certain non-Microsoft platforms
1/10
2.0
llama-3.3-70b-instruct:free
49Strong integration with Microsoft products
1/10
2.0
llama-3.3-70b-instruct:free
50Operational complexity & consistency
1/10
2.0
gpt-5.1
51Hybrid & on-prem integration
1/10
2.0
gpt-5.1
52Deep Microsoft integration
1/10
2.0
gpt-5.1
53Hybrid Cloud Capabilities
1/10
2.0
gpt-4o-mini
54Integration with Microsoft Products
1/10
2.0
gpt-4o-mini
55Kubernetes expertise
1/10
3.0
claude-sonnet-4.5
56Data Analytics and Machine Learning
1/10
3.0
Gemini F
57Smaller market presence
1/10
3.0
claude-sonnet-4.5
58Smaller service catalog
1/10
3.0
claude-opus-4.5
59Data and Analytics
1/10
3.0
gpt-4o-mini
60User-Friendly Interface
1/10
3.0
gpt-4o-mini
61Data, analytics, and AI
1/10
3.0
gpt-5.1
62Kubernetes & containers
1/10
3.0
gpt-5.1
63Enterprise penetration & ecosystem
1/10
3.0
gpt-5.1
64Advanced AI and ML capabilities
1/10
3.0
llama-3.3-70b-instruct:free
65Limited support for certain non-Google platforms
1/10
3.0
llama-3.3-70b-instruct:free
66Asia-Pacific Dominance
1/10
4.0
Gemini F
67IBM Cloud Pak
1/10
4.0
DeepSeek
68Limited support for certain non-IBM platforms
1/10
4.0
llama-3.3-70b-instruct:free
69Dominant in China and Asia-Pacific
1/10
4.0
claude-opus-4.5
70Limited Western adoption
1/10
4.0
claude-sonnet-4.5
71China market dominance
1/10
4.0
claude-sonnet-4.5
72Strong integration with IBM products
1/10
4.0
llama-3.3-70b-instruct:free
73Regulatory & geopolitical considerations
1/10
4.0
gpt-5.1
74China & APAC presence
1/10
4.0
gpt-5.1
75Limited presence outside Asia
1/10
4.0
claude-opus-4.5
76Oracle database & enterprise apps
1/10
5.0
gpt-5.1
77Service breadth & ecosystem
1/10
5.0
gpt-5.1
78Strong integration with Oracle products
1/10
5.0
llama-3.3-70b-instruct:free
79Limited support for certain non-Oracle platforms
1/10
5.0
llama-3.3-70b-instruct:free
80Oracle databases
1/10
5.0
Gemini F
81Oracle Database
1/10
5.0
DeepSeek
82Mainframe integration
1/10
5.0
claude-sonnet-4.5
83Declining market share
1/10
5.0
claude-sonnet-4.5
84Best Oracle database performance
1/10
5.0
claude-opus-4.5
85Autonomous database
1/10
5.0
claude-opus-4.5
86Database Services
1/10
5.0
gpt-4o-mini
87Hybrid and mainframe integration
1/10
6.0
gpt-5.1
88Autonomous services
1/10
6.0
claude-sonnet-4.5
89Database performance
1/10
6.0
claude-sonnet-4.5
90Strong integration with Alibaba products
1/10
6.0
llama-3.3-70b-instruct:free
91Public-cloud scale and breadth
1/10
6.0
gpt-5.1
92Limited support for certain non-Alibaba platforms
1/10
6.0
llama-3.3-70b-instruct:free
93Tencent Cloud
1/10
7.0
mistral-large-2512
94Huawei Cloud
1/10
8.0
mistral-large-2512
95Vast Global Footprint
1/10
-
Gemini P
96Maturity and Reliability
1/10
-
Gemini P
97Infrastructure as a Service (IaaS)
1/10
-
Gemini P
98SQL Server
1/10
-
Gemini P
99SageMaker
1/10
-
mistral-large-2512
100AWS Outposts
1/10
-
mistral-large-2512
101Azure AI
1/10
-
mistral-large-2512
102MaxCompute
1/10
-
mistral-large-2512
103Watson AI
1/10
-
mistral-large-2512
104Azure DevOps
1/10
-
Gemini P
105Azure App Service
1/10
-
Gemini P
106PaaS and Developer Tools
1/10
-
Gemini P
107Office 365
1/10
-
Gemini P
108Windows Server
1/10
-
Gemini P
109Enterprise and Hybrid Cloud Integration
1/10
-
Gemini P
110AWS Cost Explorer
1/10
-
Gemini P
111Cost Complexity
1/10
-
Gemini P
112Breadth of Services
1/10
-
Gemini P

Query Posed to AI Models

"Cloud computing services that provide virtualized computing resources over the internet, including virtual machines, storage, and networking. Rank the leading vendors in the Cloud Infrastructure 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 05:31 AM