CEH
Certified Ethical Hacker — offensive security certification covering penetration testing methodologies and hacking tools.
Full guide →Azure AI Fundamentals
Microsoft's entry-level AI certification covering machine learning, computer vision, NLP, and generative AI on Azure.
Full guide →CEH vs Azure AI Fundamentals
Which certification is right for your career?
Full comparison
| Category | CEH | Azure AI Fundamentals |
|---|---|---|
| Exam cost | $1199 USD | ✓$165 USD |
| Avg salary uplift | ✓+$15,000/yr | +$7,000/yr |
| Passing score | 70/1000 | 700/1000 |
| Exam duration | 240 min | 65 min |
| Renewal period | Every 3 years | Every 2 years |
| Issued by | EC-Council | Microsoft |
| Difficulty |
CEH
2 years IT security experience or EC-Council official training
Azure AI Fundamentals
None required
- You have 2–4 years in security and want to specialise your role
- You want a potential +$15,000/yr salary uplift
- You're drawn to offensive security, ethical hacking, or red-team work
- You're new to AI/ML and want a foundational credential from Microsoft
- You want a potential +$7,000/yr salary uplift
- Your organisation runs on Microsoft and you need the recognised entry-level credential
CEH and Azure AI Fundamentals lead to entirely different careers — cybersecurity vs AI and machine learning. The right choice depends on which field aligns with your current job or target role. If you want both eventually, start with Azure AI Fundamentals — it's the quicker win at the beginner level.
Best CEH courses
Best Azure AI Fundamentals courses
Is CEH harder than Azure AI Fundamentals?
CEH is harder — rated intermediate vs beginner.
Which pays more — CEH or Azure AI Fundamentals?
CEH has an average salary uplift of +$15,000/yr, while Azure AI Fundamentals has +$7,000/yr. CEH has the higher salary impact.
Which should I get first — CEH or Azure AI Fundamentals?
Azure AI Fundamentals is the better starting point — it's rated beginner and costs less. Use it as a stepping stone toward CEH.
Can I get both CEH and Azure AI Fundamentals?
Yes — many professionals hold both. CEH and Azure AI Fundamentals complement each other, covering cybersecurity and AI and machine learning respectively. Holding both signals broader expertise and typically commands a higher salary than either cert alone.
Which is worth it in 2026 — CEH or Azure AI Fundamentals?
Both are worth it in 2026. CEH offers a +$15,000/yr average salary uplift; Azure AI Fundamentals offers +$7,000/yr. CEH has the higher salary ceiling — making it the stronger ROI if you can only choose one.