Strengths profile
Capability rating of Google Cloud (1–10) — against the average of all other providers and the average of its peer group.
Assessment
Google Cloud impresses as a technologically leading platform for data- and AI-driven workloads with top scores in Big Data, AI, and Kubernetes, but remains only conditionally suitable for sovereignty-critical or cost-sensitive scenarios due to US jurisdiction (SEAL 4.3/10) and mediocre pricing (5/10).
USP
Google Cloud offers the deepest integration of Big Data, AI, and Kubernetes in the comparison field, underpinned by top scores in the categories Big Data (10/10), AI (9/10), and Containerization (10/10).
Recommendation
The provider is ideal for data-driven organizations and developers who prioritize innovation in analytics and AI and are willing to address sovereignty requirements via partner solutions such as the Sovereign Folder by Telekom.
Last verified: 2026-07
Points in favor
- Industry-leading data platform: Big Data achieves the top score of 10/10, supported by BigQuery, Looker, Dataproc, and Data Fusion.
- Strong AI and ML capabilities: AI scores 9/10, based on Vertex AI for training and inference as well as specialized APIs such as Document AI and Vision AI.
- Comprehensive container ecosystem: Containerization scores 10/10, driven by Google Kubernetes Engine (GKE), Cloud Run, and Artifact Registry.
- Broad technical excellence: Databases, Storage, Networking, Virtualization, and Linux each receive 10/10, complemented by 9/10 in Data Security & Encryption and High Availability.
- Robust compliance portfolio: Certifications such as C5, ISO 27001, SOC 1-3, and PCI DSS are available, supported by a SOV-7 Security & Compliance Score of 7/10.
- Sustainability as a strength: SOV-8 Environmental scores 8/10, underscoring the commitment to carbon-free energy.
Things to consider
- Low jurisdictional sovereignty: The SEAL Score is 4.3/10 (43%), with SOV-2 Legal & Jurisdictional at only 2/10 due to US jurisdiction.
- Mediocre pricing: Price scores 5/10 (Cost Rating 5.6/10), with Egress at 3.0/10 and S3 Storage at 3.8/10 being particularly expensive.
- Weak bare metal offering: Bare Metal scores only 3/10, which is limiting for workloads with strict hardware requirements.
- Limited Microsoft integration: Microsoft workloads score 5/10, making it less attractive for Windows- and MSSQL-heavy environments compared to competitors.
- Partner-dependent operational sovereignty: Operational sovereignty is at 7/10, with real control often needing to be realized via partners such as T-Systems or STACKIT.
Sovereignty
All services from Google Cloud
117 services across 15 categories
SEAL Framework
Sovereignty Score
- 4.3/10 (43%) Open technology helps; US jurisdiction limits sovereignty
SOV-1Strategic (15 %)
- 3/10 US parent (Alphabet); sovereignty via partners (S3NS, T-Systems)
SOV-2Legal & Jurisdictional (10 %)
- 2/10Subject to US CLOUD Act & FISA 702
SOV-3Data & AI (10 %)
- 6/10 Sovereign controls & external key management
SOV-4Operational (15 %)
- 4/10Partner-operated sovereign models; global ops otherwise
SOV-5Supply Chain (20 %)
- 3/10Global proprietary infrastructure supply chain
SOV-6Technology (15 %)
- 5/10Strong open source (Kubernetes); moderate lock-in
SOV-7Security & Compliance (10 %)
- 7/10 Broad certifications; SecNumCloud via partner S3NS
SOV-8Environmental (5 %)
- 8/10 24/7 carbon-free energy goal by 2030
Availability & Locations
Presence DACH
Presence Europe
- Belgium St. Ghislain
- Germany Frankfurt, Berlin
- Netherlands Eemshaven
- United Kingdom London
- France Paris
- Spain Madrid
- Italy Milan, Turin
- Switzerland Zurich
Presence Asia-Pacific
Presence Middle East & Africa
- Qatar Doha
- Saudi Arabia Dammam
- Israel Tel Aviv
- South Africa Johannesburg
- Kuwait Soon
Availability Zones
Multi-AZ
Regions
Countries
Continents
Point of Presence
Dedicated Backbone
DDoS
Compute
Shared Instance
- Compute Engine 1vCPU-416vCPU
GPU Instance
Windows Server
Serverless
ARM Instance
Confidential Computing
Hot Storage
Cold Storage
VM Backup
Volume Backup
Archive
Tape
Disaster Recovery
Managed Databases
MySQL
PostGre
MS SQL
Document-Oriented
Distributed Wide-Column
TSDB
Cache
Search Engine
Knowledge Graph
Vector
- Vertex AI Vector Search
- AlloyDB / Cloud SQL (pgvector)
Network & Security
Network
Public IP
Gateway
Load Balancer
Public DNS
Private DNS
Firewall
Private Connectivity
Dedicated Connectivity
DDoS Protection
CDN
Orchestration
Container Registry
Orchestration
Virtualization
Hypervisor
- KVMkein direkter Zugang
Instance as a Service
Managed Virtualization Platforms
Bare Metal Virtualization
Edge Virtualization
Workload-specific Virtualization
Management
Identity Management
Audit Trail
Command Line
CO2 Calculator
Collaboration
Big Data
Dashboards
Data Streaming
Messaging
Business Analytics
Big Data Processing
Big Data Plattform
Log Monitoring
AI & Machine Learning
Assistant
Translation
Audio Analysis
Computer Vision
Image Generation
Machine Learning
AI Router
Document Intelligence
Quantum Computing
Emulator
Engine
Compliance & Certificates
C5German cloud security catalogue
ISO 27001Information security management system
ISO 27017Cloud security controls for providers
ISO 27018Personal data protection for cloud
ISO 27701Privacy information management extension
ISO 50001Energy management for data centers
CSA STARCloud Security Alliance assurance registry
SOC 1,2,3Service organization control audit reports
PCI DSSPayment card data security standard
Cost Indication
Rating
- 5.6/10
CPUvCPU/h
- 4.2/100,0331370 €
GPUH100/h
- 3.5/109,4010000 €
RAMGB/h
- 3.9/100,0075308 €
VMwareCPU/h
- 4.5/100,2544576 €
Managed MySQLRatio1/4
- 7.4/100,0958082 €
Block StorageGB/h | 3000 IOPS
- 9.9/100,0001110 €
S3 StorageGB/h
- 3.8/100,0000274 €
Archive StorageGB/h
- 6.3/100,0000071 €
TapeGB/h
- 7.0/100,0000030 €
Kubernetes-Service-PremiumCluster/h
- 8.8/100,0850000 €
Serverless-Requestper 1 Mil Requests
- 4.4/100,3400000 €
Serverless-ComputeGB-Sec
- 5.4/100,0000196 €
Generative AI-Token InputLLama3.3-70B per 1Mil tokens
- 10.0/100,6120000 €
Generative AI-Token OutputLLama3.3-70B per 1Mil tokens
- 10.0/100,6120000 €
Egressper GB
- 3.0/100,1020000 €
Resources & sources: Google Cloud
Verified primary sources: products, pricing, compliance and locations straight from the provider.
Frequently asked questions about Google Cloud
Who is Google Cloud best suited for?
Google Cloud is particularly suitable for data-driven organizations and developers who prioritize innovation in Big Data, AI, and Kubernetes. The recommendation is explicitly for this target group, as the platform offers technological leadership here.
How sovereign is Google Cloud compared to other providers?
Google Cloud achieves a SEAL Score of 4.3/10 (43%), which is below average. In particular, SOV-2 Legal & Jurisdictional scores 2/10, reflecting US jurisdiction. Sovereignty requirements must therefore be addressed via partner solutions such as the Sovereign Folder by Telekom.
How is the pricing at Google Cloud?
Actual costs depend heavily on the workload structure, with Egress and object storage representing significant TCO factors.
In which categories is Google Cloud particularly strong?
Google Cloud achieves top scores in Big Data (10/10), Containerization (10/10), Databases (10/10), Storage (10/10), Networking (10/10), Virtualization (10/10), and Linux (10/10). AI scores 9/10, underscoring the technological depth.
What are the limitations of Google Cloud?
Operational sovereignty is at 7/10, but often requires partner solutions for real control.
How extensive is Google Cloud's service portfolio?
The strategic breadth enables coverage of future use cases beyond classic IaaS.