Updated for 2026 Exam Objectives

Google Cloud Certifications (2026)

Every Google Cloud (GCP) certification compared by level, exam format, cost and validity — which one to take first — and 500-question practice tests for Cloud Digital Leader, Generative AI Leader and Associate Cloud Engineer. Start free, no credit card required.

How Google Cloud Certifications Are Structured

Google Cloud groups its certifications into three levels. Foundational certifications (Cloud Digital Leader, Generative AI Leader) test cloud and AI literacy with no hands-on requirement. Associate certifications (Associate Cloud Engineer, Associate Data Practitioner) test that you can do day-to-day work on Google Cloud. Professional certifications test design and operational judgement in a specific job role — architecture, data, DevOps, networking, security, machine learning and databases.

None of the exams has a formal prerequisite, but Google recommends hands-on experience for the Associate and Professional levels. Google Cloud is especially strong in data analytics (BigQuery), Kubernetes (Google created Kubernetes; GKE is its managed service) and AI/ML (Vertex AI and Gemini models), so its certifications are popular with data, platform and ML engineers — and as a second cloud credential for people already certified on AWS.

The engineering exams lean on operational scenarios — gcloud commands, GKE operations, IAM role choices, VPC design, monitoring and logging — so memorising product names alone rarely gets you through. Pair hands-on practice with exam-style questions.

All Google Cloud Certifications Compared

Every active Google Cloud certification by level, with exam format, fee and validity. Certifications with a CertSharp practice test are linked.

Foundational certifications

CertificationWho it's forExam formatFeeValid forCertSharp practice test
Cloud Digital LeaderCDLBusiness, sales, PM and other non-technical roles50–60 Q · 90 min$993 years500 questions →
Generative AI LeaderGAILLeaders and product roles adopting generative AI50–60 Q · 90 min$993 years500 questions →

Associate certifications

CertificationWho it's forExam formatFeeValid forCertSharp practice test
Associate Cloud EngineerACECloud engineers, ops and SREs new to GCP50–60 Q · 120 min$1253 years500 questions →
Associate Data PractitionerADPData analysts, junior data engineers50–60 Q · 120 min$1253 yearsNot yet

Professional certifications

CertificationWho it's forExam formatFeeValid forCertSharp practice test
Professional Cloud ArchitectPCAArchitects, technical leads50–60 Q · 120 min$2002 yearsNot yet
Professional Cloud DeveloperPCDApplication developers on GCP50–60 Q · 120 min$2002 yearsNot yet
Professional Data EngineerPDEData engineers, BigQuery practitioners50–60 Q · 120 min$2002 yearsNot yet
Professional Cloud DevOps EngineerPCDOEDevOps, SRE and platform engineers50–60 Q · 120 min$2002 yearsNot yet
Professional Cloud Network EngineerPCNENetwork engineers on GCP50–60 Q · 120 min$2002 yearsNot yet
Professional Cloud Security EngineerPCSECloud security engineers50–60 Q · 120 min$2002 yearsNot yet
Professional Security Operations EngineerPSOESOC analysts, detection and response engineers——2 yearsNot yet
Professional Machine Learning EngineerPMLEML engineers on Vertex AI50–60 Q · 120 min$2002 yearsNot yet
Professional Cloud Database EngineerPCDBEDatabase engineers on GCP50–60 Q · 120 min$2002 yearsNot yet

Fees are Google's USD list prices (plus tax where applicable) and can change; Google publishes a question range rather than an exact count. Google also offers Google Workspace administrator certifications, not listed here. Always confirm details on Google Cloud's official exam page before booking.

Google Cloud Practice Tests on CertSharp

500 exam-style questions per certification. Try 30 free questions per session, no credit card needed.

Foundational

Cloud Digital Leader

Google CDL

500 scenario-based questions mapped to the current CDL exam guide, each with a detailed explanation.

500 questions30 free$11.99
View Practice Test
Foundational

Generative AI Leader

Google GAIL

500 scenario-based questions mapped to the current GAIL exam guide, each with a detailed explanation.

500 questions30 free$11.99
View Practice Test
Associate

Associate Cloud Engineer

Google ACE

500 scenario-based questions mapped to the current ACE exam guide, each with a detailed explanation.

500 questions30 free$11.99
View Practice Test

CDL vs GAIL vs ACE: Which Entry-Level GCP Exam?

The three most common first Google Cloud certifications, side by side.

Cloud Digital Leader (CDL)Generative AI Leader (GAIL)Associate Cloud Engineer (ACE)
LevelFoundationalFoundationalAssociate
Best forBusiness, sales, non-technical rolesLeaders and product roles adopting GenAICloud engineers, ops, SREs
Hands-on required?NoNoYes — gcloud CLI, GKE, IAM, VPC
Exam50–60 questions / 90 min50–60 questions / 90 min50–60 questions / 120 min
Fee$99$99$125
Valid for3 years3 years3 years
CertSharp bank500 questions →500 questions →500 questions →

CDL and GAIL both assume no hands-on GCP experience — CDL for general cloud literacy, GAIL specifically for generative AI strategy. ACE is the hands-on engineering credential; if you touch the GCP console or CLI in your job, start there.

Which Google Cloud Certification Should I Take First?

The most common recommended path for engineers looks like this:

  1. Optional: Cloud Digital Leader (CDL). Worth it if you are new to cloud entirely or work alongside engineers rather than as one. Engineers with some cloud experience usually skip it.
  2. Associate Cloud Engineer (ACE). The first hands-on GCP credential: deploying and running workloads on Compute Engine, GKE and Cloud Run, IAM, VPC networking and Cloud Storage.
  3. One Professional certification that matches your job. Professional Cloud Architect is the usual next step after ACE; specialists go to the Data, DevOps, Network, Security, Security Operations, Machine Learning or Database Professional exam instead.

If you are choosing by role:

  • Business or non-technical role → Cloud Digital Leader (CDL). Covers the value of cloud, Google Cloud product categories, data and AI concepts, security and billing — similar in scope to AWS Cloud Practitioner.
  • Leader or PM working on generative AI → Generative AI Leader (GAIL). GenAI concepts, Google's GenAI offerings (Vertex AI, Gemini), responsible AI and business strategy — no coding.
  • Engineer, admin or DevOps, new to GCP → Associate Cloud Engineer (ACE).
  • Data analyst moving toward data engineering → Associate Data Practitioner, then Professional Data Engineer.
  • Architect or senior engineer → Professional Cloud Architect (PCA). Design-focused (which architecture and why) rather than operational, and noticeably harder than ACE.
  • Developer building on GCP → Professional Cloud Developer: Cloud Run, Cloud Run functions, Pub/Sub, Firestore and app-level observability.
  • ML practitioner → Professional Machine Learning Engineer (Vertex AI, MLOps, model deployment and monitoring).
  • SRE or platform engineer → Professional Cloud DevOps Engineer (CI/CD, SLOs/SLIs, error budgets, observability).
  • Security engineer → Professional Cloud Security Engineer for cloud security controls, or Professional Security Operations Engineer for detection and response.

A general rule: Google's Professional exams assume real project experience. Plan on several months of study and hands-on GCP time for any Professional credential, and consider ACE first if you have not yet shipped workloads on Google Cloud. Our ACE vs Professional Cloud Architect comparison goes deeper on that decision.

How to Register for a Google Cloud Certification Exam

Google Cloud exams are scheduled and delivered through Kryterion's Webassessor platform. The process is the same across the catalogue — only the exam and fee change.

  1. Create a Webassessor account. From the Google Cloud certification site you register through Kryterion Webassessor, which holds your booking and results.
  2. Choose remote or onsite. Sit the exam online with remote proctoring, or at a Kryterion onsite testing center. The fee is the same either way.
  3. Know the fees. Cloud Digital Leader and Generative AI Leader are $99; Associate Cloud Engineer is $125 and the Professional exams are $200 (plus tax where applicable).
  4. Prepare ID and environment. A government-issued photo ID is required. Remote testing needs a quiet private room, a webcam, and a clear desk the proctor checks before you begin.

Google enforces escalating retake waits: 14 days after a first fail, 60 days after a second, and 365 days after a third, paying the fee each time. Foundational and Associate certifications are valid for three years and Professional certifications for two years; you recertify by passing the current version of the exam before it expires.

CertSharp vs Official Google Cloud Practice

Google provides a free official sample-question set for each exam, plus Google Cloud Skills Boost — its hands-on labs and learning-path platform. Both are worth using, and they cover different ground than CertSharp:

  • Question volume. Google's free official sample set is small. CertSharp gives you 500 original questions per certification, so you train on reasoning rather than memorising a short pool.
  • Hands-on vs testing. Skills Boost is the best place to actually operate GCP in lab environments — something CertSharp does not do. CertSharp is the high-volume, exam-style testing layer on top of that hands-on practice.
  • Difficulty & explanations. CertSharp questions are calibrated slightly harder than the live exam and explain why each distractor is wrong — useful for ACE items that pit two valid GCP services against each other (Cloud Run vs GKE Autopilot, for example).
  • Price. CertSharp is $11.99 once for a cert's full bank, or $9.99/month Pro for every cert.

The strongest prep stacks all three: Skills Boost for hands-on, CertSharp for high-volume mocks with teaching explanations, and the official sample questions at the end to confirm the exam's phrasing. Start with CertSharp's 30 free questions per session.

Google Cloud Exam Guides & Study Plans

In-depth guides from the CertSharp team, built from our 500-question practice banks.

Google Associate Cloud Engineer (ACE) Exam Guide 2026 — Cost, Format, Passing Score

Everything on the 2026 Google ACE exam: 50 questions, 120 minutes, $125 cost, ~70% passing score, five domain weights, and retake policy.

Read guide →

Google ACE vs Professional Cloud Architect (PCA) — When to Take Which (2026)

Compare Google ACE and PCA: difficulty gap, prerequisites, salary difference, and how to decide whether to attempt PCA directly or go through ACE first.

Read guide →

Is the Google Associate Cloud Engineer Worth It in 2026? Salary, ROI, Career Impact

Honest analysis of what the Google ACE certification is worth in 2026 — salary data, job listings, time investment, and who should and should not bother.

Read guide →

Google ACE Study Plan 2026 — 6 Weeks to Pass (Hour-by-Hour Schedule)

Realistic 6-week study schedule for the Google ACE exam: ~54 hours total, week-by-week reading, hands-on labs, and practice question targets per week.

Read guide →

Google ACE Roadmap 2026 — Domains, Services & 6-Week Plan

Complete 2026 roadmap for the Google ACE exam: domain weights, the 12 GCP services you must know cold, trap-question patterns, and a 6-week study plan.

Read guide →

15 Google ACE Practice Questions with Explanations (2026)

15 free Google Associate Cloud Engineer practice questions across all five exam domains, with correct answers, full explanations, and trap-distractor breakdowns.

Read guide →

How to Pass Google ACE on the First Try — 9 Tactics That Actually Work (2026)

Nine proven tactics for passing the Google Associate Cloud Engineer exam first time — from what to study to exam-day execution, calibrated to the 2026 exam.

Read guide →

Google ACE Cheat Sheet 2026 — All 5 Domains, gcloud Commands, Trap Patterns

Complete reference for the Google ACE exam: all five domains summarised, the 30 must-know gcloud commands, IAM patterns, and trap-question shortcuts.

Read guide →

Compute Engine vs GKE vs Cloud Run — Which GCP Compute Service to Use (2026)

Practical guide to picking the right GCP compute service for any workload, with a decision tree calibrated to the Google ACE exam.

Read guide →

GCP IAM Explained — Roles, Service Accounts, and Policies (2026 Guide)

Complete guide to Google Cloud IAM: principals, roles, policies, service accounts, Workload Identity, conditional bindings, and the IAM mistakes that fail ACE candidates.

Read guide →

GCP Networking Fundamentals — VPC, Subnets, Firewalls (2026 Guide)

Complete guide to Google Cloud networking: VPC architecture, subnets, firewall rules, Shared VPC, Private Google Access, Cloud NAT, and load balancers.

Read guide →

Google ACE vs AWS CCP vs Azure AZ-900 — Which Cloud Cert to Take First (2026)

Side-by-side comparison of Google ACE, AWS CLF-C02, and Azure AZ-900 — cost, difficulty, audience, and the honest answer to which cloud cert to take first.

Read guide →

Google Cloud Certification FAQs

Common questions about Google Cloud certifications and exams.

Which Google Cloud certification should I take first?
Start with Cloud Digital Leader (CDL) if you are in a business or non-technical role, Generative AI Leader (GAIL) if your focus is generative AI strategy, or Associate Cloud Engineer (ACE) if you are an engineer who will work in the GCP console or gcloud CLI. None of them has a formal prerequisite. Engineers can skip CDL and go straight to ACE, which is the usual stepping stone before a Professional exam such as Professional Cloud Architect.
What is the best Google Cloud certification?
There is no single best Google Cloud certification — it depends on your role. For engineers, Associate Cloud Engineer (ACE) is the standard first GCP credential and Professional Cloud Architect (PCA) is the common next goal. Data engineers target Professional Data Engineer, ML engineers Professional Machine Learning Engineer, and security engineers Professional Cloud Security Engineer. For non-technical roles, Cloud Digital Leader or Generative AI Leader is the right fit.
What is the Google Cloud engineer certification?
The Google Cloud engineer certification most people mean is Associate Cloud Engineer (ACE). It validates that you can deploy applications, monitor operations, and manage solutions on Google Cloud — hands-on work with gcloud, Compute Engine, GKE, Cloud Run, IAM, VPC networking and Cloud Storage. The exam is 50–60 questions in 120 minutes, costs $125, and the certification is valid for 3 years. Google also offers role-specific Professional engineer certifications (Data, DevOps, Network, Security, Machine Learning, Database).
How much do Google Cloud certification exams cost, and how long are they valid?
Cloud Digital Leader and Generative AI Leader cost $99, Associate Data Practitioner and Associate Cloud Engineer cost $125, and the Professional exams cost $200 (plus tax where applicable). Foundational and Associate certifications are valid for 3 years; Professional certifications are valid for 2 years. To renew, you pass the current version of the exam before your certification expires.
Is there a Google Kubernetes Engine (GKE) certification?
No — Google does not offer a standalone GKE certification. GKE is tested as part of Associate Cloud Engineer (ACE), which covers deploying and managing GKE clusters and workloads alongside Compute Engine, Cloud Run, and App Engine, and in more depth on Professional Cloud Architect and Professional Cloud DevOps Engineer. If you searched for a "GKE certification," ACE is the credential that covers it.
Are there free Google Cloud certification practice tests?
Yes. Google publishes a short official sample-question set for each exam, and CertSharp gives you 30 free practice questions per session for Cloud Digital Leader, Generative AI Leader and Associate Cloud Engineer, no credit card required. Each CertSharp bank has 500 questions; the full bank is $11.99 one-time per cert, or every cert is included in Pro at $9.99/month.

Why CertSharp for Google Cloud Prep?

Harder Than the Real Exam

GKE, Cloud Run, and IAM scenarios calibrated above ACE exam difficulty so test day feels easier.

Service Tradeoff Mastery

GKE vs Cloud Run vs App Engine — understand the deployment tradeoffs the ACE exam loves to test.

Updated for 2026

Cloud Run gen2, Artifact Registry, and current GKE Autopilot behavior — no outdated content.