AWS or Google Cloud?
AWS is the market leader with the widest service catalog and ecosystem, while Google Cloud is strongest in data and analytics, Kubernetes, and its AI platform. GCP often has a simpler discount model, AWS a wider partner network and larger talent pool in the Nordics. The choice comes down to your workloads and available skills.
AWS and Google Cloud are two of the three major cloud providers, and the choice between them is one of the more long-term decisions a company makes – the cloud shapes how everything else is built and run. It’s rarely about which is “best” in absolute terms, but about which fits your workloads and your skills. Here’s the comparison.
The market leader versus the tech-driven third
AWS is the established giant. It was earliest to market, has by far the broadest catalog of services, and the largest ecosystem of tools, partners, and talent around it. Need a service for something, however niche? Chances are AWS already has it. Breadth and maturity are its hallmark.
Google Cloud (GCP) is smaller in market share but technically sharp, driven by Google’s own heritage in data and infrastructure. It doesn’t compete on breadth so much as on depth in certain areas, and attracts those who value those areas highly.
The difference, then, isn’t so much big versus small as broad versus focused. Where your focus lies decides which shape fits.
Where Google Cloud is strongest
GCP’s strongholds are clear and worth knowing, since they can decide the choice on their own.
- Data and analytics. Google’s heritage shows in tools for storing and analyzing large volumes of data. If data work is core to your business, that’s a heavy argument for GCP.
- Kubernetes. The technology for running systems in containers was born at Google, and GCP offers a particularly polished experience for those building that way.
- AI platform. Tools for machine learning and AI are a stated focus, and GCP deliberately positions itself as the cloud for building with AI.
If these three carry real weight in your plans, it leans toward Google Cloud, even though AWS has fully capable equivalents.
Where AWS is strongest
AWS answers with breadth and ecosystem. The enormous service catalog means that almost whatever you want to do, there’s a ready-made, mature service for it – you skip building it yourself and skip having to rule things out due to gaps. Around the platform is also the largest network of partners, documentation, courses, and experienced developers.
For an organization that wants a single vendor covering everything, and confidence that the services are proven at scale, that breadth is a strong argument in itself. It’s rarely wrong to choose AWS – the question is more whether GCP’s focus suits you better.
Pricing structure and talent in the Nordics
Two practical factors often carry more weight than the service lists.
| Factor | State of play |
|---|---|
| Pricing model | GCP often simpler, more automatic discounts; AWS more numerous but more complex |
| Service breadth | AWS broadest; GCP focused in data, Kubernetes, AI |
| Nordic talent | AWS widest partner network and largest talent pool; GCP more niche |
On price, GCP is often highlighted for a simpler discount model that delivers savings more automatically, while AWS has more, but trickier, ways to cut costs. Neither is universally cheapest – it’s decided by your workloads, and list prices say little about the final bill.
The talent situation in the Nordics is the factor most easily underestimated. AWS has the longest history and widest partner network here, meaning more consultants and developers with deep experience to draw on. GCP knowledge exists but is more niche. The question “can we staff and get local support for this?” should be weighed in early.
How to land the decision
Let workloads and skills decide, not a gut feeling for a brand. If data, Kubernetes, or AI is core, that points strongly toward GCP. If you want maximum breadth, mature services, and the largest local support base, AWS is a safe choice. And better to master one cloud well than two half-heartedly.
Want a neutral sounding board that starts from your workloads rather than marketing? At Weapp we’re happy to think through the cloud choice with you before you commit.
Frequently asked questions
What's the biggest difference between AWS and Google Cloud?
AWS is the established market leader with the broadest catalog of services and the largest ecosystem around it. Google Cloud is smaller but technically sharp, with particular strength in data, analytics, Kubernetes, and AI. In short: AWS wins on breadth and maturity, GCP on depth in its core areas.
Is Google Cloud best for data and AI?
GCP has a strong reputation there, and it's warranted. The company's heritage in search and data shows in its tools for analytics, machine learning, and its AI platform. If your focus is data work or AI, GCP is often a natural choice, even though AWS has fully capable equivalents.
Which is cheapest?
It depends entirely on the workload, but the pricing models differ. Google Cloud is often highlighted for a simpler, more automatic discount model, while AWS has more, but more complex, ways to cut costs. Calculate against your actual usage pattern rather than comparing list prices, which rarely say much about the final bill.
Does the Nordic talent pool matter for the choice?
Yes, more than many think. AWS has the longest history and widest partner network in the Nordics, meaning more consultants and developers with deep experience. GCP talent exists but is more niche. Whether you can staff and get local support for the platform you choose is a highly practical question.
Can you use both clouds at once?
You can, and some do, to play to each one's strengths or reduce reliance on a single vendor. But it comes at a cost in complexity: two platforms to know, run, and secure. For most, it's wiser to pick one primary cloud and truly master it than to spread thin across two.