Compare workbench

Compare cloud providers by AI technology adoption

Select hyperscalers and compare which technologies, platforms, and capability patterns show up most often in real enterprise AI deployments.

Compared

6

Selected providers.
Indexed cases

3,833

Combined matching evidence count.
Recent cases

300

Latest 180-day sampled signal.
Sample depth

317

Cases inspected for context metrics.

Decision lens

Technology stack
AI services
Capability patterns
Adoption contexts

Microsoft

2,212 indexed cases, 70 sampled for context.

Copilot Studio
Indexed cases
2,212
Recent signal
70
Avg. innovation
Not scored
Technology breadth
137

Profile signals

Technology stack:Copilot Studio, Azure OpenAI, Microsoft 365 CopilotCapability pattern:AI agents, CopilotAdoption context:Manufacturing, Professional ServicesCustomer signal:Agora, ARUM
Evidence quality

Momentum share

100%

70 of 70 sampled cases are recent.

Sample coverage

3%

70 of 2,212 indexed cases inspected.

Breadth score

108

Unique technology, capability, industry, geography, and customer signals in the sample.

Source mix

customer_story

Microsoft, Valorem Reply

Open evidenceDetail page

AWS

749 indexed cases, 70 sampled for context.

Amazon Bedrock
Indexed cases
749
Recent signal
70
Avg. innovation
Not scored
Technology breadth
135

Profile signals

Technology stack:Amazon Bedrock, Amazon S3, AWS LambdaCapability pattern:AI agents, RAGAdoption context:Finance, HealthcareCustomer signal:Visma, Accelya
Evidence quality

Momentum share

100%

70 of 70 sampled cases are recent.

Sample coverage

9%

70 of 749 indexed cases inspected.

Breadth score

117

Unique technology, capability, industry, geography, and customer signals in the sample.

Source mix

customer_story

AWS, AWS Machine Learning Blog

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Google Cloud

646 indexed cases, 70 sampled for context.

Gemini Enterprise Agent Platform
Indexed cases
646
Recent signal
70
Avg. innovation
Not scored
Technology breadth
160

Profile signals

Technology stack:Gemini Enterprise Agent Platform, BigQuery, GeminiCapability pattern:AI agents, RAGAdoption context:Tech & Comms, Consumer & FoodCustomer signal:TELUS, ADEO
Evidence quality

Momentum share

100%

70 of 70 sampled cases are recent.

Sample coverage

11%

70 of 646 indexed cases inspected.

Breadth score

107

Unique technology, capability, industry, geography, and customer signals in the sample.

Source mix

customer_story

Google Cloud

Open evidenceDetail page

Oracle

12 indexed cases, 12 sampled for context.

OCI Generative AI
Indexed cases
12
Recent signal
5
Avg. innovation
Not scored
Technology breadth
40

Profile signals

Technology stack:OCI Generative AI, Oracle Digital Assistant, Oracle Integration CloudCapability pattern:AI agents, RAGAdoption context:Healthcare, Professional ServicesCustomer signal:ARENCO Group, BDO USA
Evidence quality

Momentum share

42%

5 of 12 sampled cases are recent.

Sample coverage

100%

12 of 12 indexed cases inspected.

Breadth score

24

Unique technology, capability, industry, geography, and customer signals in the sample.

Source mix

customer_story

Oracle, Boxfusion Consulting

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IBM

25 indexed cases, 25 sampled for context.

IBM watsonx Orchestrate
Indexed cases
25
Recent signal
15
Avg. innovation
Not scored
Technology breadth
49

Profile signals

Technology stack:IBM watsonx Orchestrate, IBM watsonx.ai, IBM watsonx.dataCapability pattern:AI agents, Multi-agentAdoption context:Healthcare, OtherCustomer signal:IBM, ViClinic
Evidence quality

Momentum share

60%

15 of 25 sampled cases are recent.

Sample coverage

100%

25 of 25 indexed cases inspected.

Breadth score

46

Unique technology, capability, industry, geography, and customer signals in the sample.

Source mix

customer_story

IBM, Incede.ai

Open evidenceDetail page

Alibaba Cloud

189 indexed cases, 70 sampled for context.

Elastic Compute Service
Indexed cases
189
Recent signal
70
Avg. innovation
Not scored
Technology breadth
154

Profile signals

Technology stack:Elastic Compute Service, ApsaraDB RDS for MySQL, Object Storage ServiceCapability pattern:Vision, AI agentsAdoption context:Finance, Tech & CommsCustomer signal:Pictureworks, Kaya
Evidence quality

Momentum share

100%

70 of 70 sampled cases are recent.

Sample coverage

37%

70 of 189 indexed cases inspected.

Breadth score

94

Unique technology, capability, industry, geography, and customer signals in the sample.

Source mix

customer_story

Alibaba Cloud

Open evidenceDetail page

Provider technology readout

What this comparison suggests

This view emphasizes technology stack breadth, leading AI services, co-mentioned platforms, and capability patterns across provider ecosystems.

Largest evidence base

Microsoft leads this technology adoption comparison with 2,212 indexed cases.

Broadest technology stack

Google Cloud has 160 distinct sampled technologies, led by Gemini Enterprise Agent Platform, BigQuery.

Strongest recent signal

Microsoft has the strongest sampled recent activity with 70 cases from the last 180 days.

Highest momentum share

Microsoft has the highest recent share at 100% of sampled evidence.

Broadest profile

AWS spans 117 distinct market, ecosystem, and capability signals in the sample.

Show the full providers comparison table

Side-by-side signals

Providers comparison table

providerIndexedRecentMomentumCoverageInnovationTop technologiesTechnology breadthCapability patternTop industryTop customer
Microsoft2,21270100%3%Not scoredCopilot Studio, Azure OpenAI, Microsoft 365 Copilot137AI agents, CopilotManufacturingAgora
74970100%9%Not scoredAmazon Bedrock, Amazon S3, AWS Lambda135AI agents, RAGFinanceVisma
GCP64670100%11%Not scoredGemini Enterprise Agent Platform, BigQuery, Gemini160AI agents, RAGTech & CommsTELUS
12542%100%Not scoredOCI Generative AI, Oracle Digital Assistant, Oracle Integration Cloud40AI agents, RAGHealthcareARENCO Group
251560%100%Not scoredIBM watsonx Orchestrate, IBM watsonx.ai, IBM watsonx.data49AI agents, Multi-agentHealthcareIBM
Alibaba18970100%37%Not scoredElastic Compute Service, ApsaraDB RDS for MySQL, Object Storage Service154Vision, AI agentsFinancePictureworks

Evidence examples

Recent cases behind this comparison

MicrosoftAug 2026

Regal Rexnord implements Microsoft Agent 365 as an enterprise AI control plane

Regal Rexnord deployed 16 production and pilot AI agents across Customer & Commercial, Supply Chain, Finance & Sourcing, and Enterprise Enablement.,It partnered with Insight to evaluate and implement Microsoft Agent 365 as a centralized governance and observability layer for its AI-agent ecosystem.

Alibaba CloudAug 2026

NovelMe high-availability media app deployment on Alibaba Cloud

Funsoft Mobindo Indonesia deployed its NovelMe reading app on Alibaba Cloud to support a surge in daily users and keep the service responsive during traffic spikes.,The implementation used Alibaba Cloud compute, load balancing, CDN, database, cache, and object storage services to improve availability and handle user data at scale.

Alibaba CloudAug 2026

AdaPundi scales loan app infrastructure on Alibaba Cloud IaaS while ensuring compliance

AdaPundi, an Indonesia fintech online lending platform, handled a rapid surge in users and daily transactions during COVID-19 by moving its core loan application to Alibaba Cloud IaaS.,The deployment used ECS, SLB, ApsaraDB RDS for PostgreSQL, ApsaraDB for Redis, OSS, and cloud log analytics/big-data capabilities to scale automatically, improve uptime, store transaction data, and remain compliant with local security and data regulations.

Google CloudAug 2026

RealTruck Builder uses Gemini Enterprise Agent Platform for 3D accessory configuration

RealTruck built a web-based 3D ecommerce experience to help shoppers identify the right truck accessories across a very large product catalog and complex vehicle-compatibility data.,The application uses Gemini Enterprise Agent Platform, Gemini 3.1 Pro, Gemini 3.1 Flash Lite, Cloud Run, a Go backend, and a RAG pipeline to orchestrate AI responses and product reranking while visualizing accessories in 3D and augmented reality.