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POLARISAI ACADEMY
Economy · SME · May 2026

What does AI cost for Swedish companies? — An honest cost guide 2026

"AI is expensive" some say. "AI is free" others say. The answer depends on what you choose, how many people use it, and if you are calculating correctly. This guide gives you the numbers.

CostBudgetSMEComparison
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The three cost models

All AI costs fall into three categories:

  • Subscription (SaaS): fixed monthly or annual fee per seat — ChatGPT Plus, Claude Pro, Microsoft 365 Premium
  • API consumption: pay per token/request — used by technical teams and automated workflows
  • Local infrastructure: one-time cost for hardware + ongoing electricity costs — Ollama, LM Studio, local models

Most SMEs pay for subscriptions. Tech companies mix subscription and API. Data-sensitive industries are increasingly exploring local infrastructure.


Subscription comparison 2026

Service Price/mo (per seat) Price in SEK* Included Best for
ChatGPT Plus (OpenAI) $20/mo ≈ 210 kr GPT-6, ChatGPT Images, web search All-around text work, image generation
Claude Pro (Anthropic) $20/mo ≈ 210 kr Claude Opus, Sonnet and Haiku 5.5, up to 1M-token context Long documents, legal, analysis
Microsoft 365 Premium $19.99/mo ≈ 210 kr AI in Word/Excel/Outlook/Teams Office-heavy organizations
Google AI Pro $19.99/mo ≈ 210 kr Gemini 4 Argon, Google Workspace integration Google ecosystem users
Free (ChatGPT/Claude/Gemini) 0 SEK 0 SEK Fewer features, limited use Evaluation, occasional use

* The SEK price varies with the dollar exchange rate. Expect ±10 percent.


What does it cost for a whole team?

Let's calculate for a 10-person company where 6 out of 10 employees actively use AI in their daily work:

OptionCost/monthCost/year
6 × ChatGPT Plus ($20) ≈ 1,260 SEK ≈ 15,100 SEK
6 × Claude Pro ($20) ≈ 1,260 SEK ≈ 15,100 SEK
6 × Microsoft 365 Premium ($19.99) ≈ 1,260 SEK ≈ 15,100 SEK
Mixed (3 + 3) ≈ 1,260 SEK ≈ 15,100 SEK

About 15,000 SEK per year for 6 users is a reasonable investment compared to the time saved. An employee who saves 2 hours per week with AI frees up 96 hours per year — worth 33,600–48,000 SEK in internal costs (350–500 SEK/h).


The hidden costs most people miss

1. Learning time

Becoming proficient with AI takes 2–4 weeks of active learning. Account for 4–8 hours per person in lost productivity during the learning phase. For a 10-person team: 40–80 hours.

2. Prompt design and process documentation

Building a company-specific prompt template library takes 10–20 hours. Without it, quality often varies. The work is rarely visible in budget discussions, but it pays off.

3. API costs can spiral

If you start using AI programmatically (automated flows, agents), you move from a fixed subscription to API consumption. An unoptimized flow processing thousands of documents can easily cost 1,000–10,000 SEK per month. Always set spending limits in the API dashboard.

4. Hardware for local models

A workstation running a 30B-class open model locally needs a GPU with 24–32 GB of VRAM (e.g. RTX 4090 or RTX 5090). Purchase price: 15,000–25,000 SEK. Power consumption: 400–600 W during active operation, barely measurable in standby. Amortized over 3 years: 400–700 SEK per month — cheaper per seat than SaaS for a team.


Recommendation by company size

Company sizeRecommended setupEstimated cost/month
Solopreneur / 1–2 people 1 × ChatGPT Plus or Claude Pro 210 SEK
Small company, 3–10 people Subscription per active user 630–2,100 SEK
Medium-sized SME, 10–50 people Subscription + dedicated API account for automation 2,100–15,000 SEK
Data-sensitive industries, all sizes Investigate local AI — one-time investment can save money long-term 0–700 SEK/month (amortized)

ChatGPT, Claude or Microsoft 365 — which one to choose?

In short:

  • ChatGPT Plus: Best for all-around use and image generation. Largest range of custom GPTs and integrations. Strong English language capability.
  • Claude Pro: Best for long documents, analysis, and nuanced Swedish texts. Excellent for legal work, report writing, and complex reasoning.
  • Microsoft 365 Premium: Best if you live in Microsoft 365. Not the best in absolute AI capability, but wins on integration if Outlook/Teams/Excel are central.

For most Swedish SMEs: start with one account (ChatGPT or Claude), test for 1–2 months, and then add more seats selectively for the employees who actually use it.

Rule of thumb

The AI cost for a team of 10 people should not exceed 2,000–3,000 SEK per month in subscription costs. If you are above that, check that every seat is used. If they are, the AI culture is strong and the investment is paying off.