AWS Cloud Practitioner Certification Guide
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Continue readingEvery active Google Cloud certification in 2026 — all 13 across Foundational, Associate and Professional tiers, with costs, formats, validity and who each one suits.

As of August 2026, Google Cloud offers 13 active certifications: two Foundational, three Associate, and eight Professional. Every one of them is a standalone credential with no prerequisites, no exam code, and a fixed price by tier — $99, $125, or $200 (plus tax where applicable). This guide catalogues the entire lineup, one certification at a time, so you can see exactly what exists before deciding what to pursue.
Two housekeeping points prevent most confusion up front. First, Google Cloud exams have no codes — there is no "GCP-ACE" or equivalent; the certifications are named credentials only, unlike AWS or Azure exams. Second, the lineup changes: the Professional Google Workspace Administrator was retired on 31 December 2024 and replaced by an Associate-level credential, and the Generative AI Leader (launched 2025) and Associate Data Practitioner (launched late 2024) are recent additions. If a blog post you are reading lists 10 or 11 certs, it is out of date.
Google Cloud groups its certifications into three tiers that describe scope and expected experience, not a mandatory ladder:
Note the validity difference — a common misconception is that all Google Cloud certs renew every two years. Google's own FAQ is explicit: Professional certifications are valid for two years, while Foundational and Associate certifications are valid for three.
All exams share the same delivery mechanics: proctored through Pearson VUE, either online from a remote location or at a test centre, with registration through Google's CertMetrics portal. Results are pass/fail only — Google publishes no passing scores and no percentage score reports. You see a provisional result on screen at submission, confirmed within 7–10 days.
| Certification | Level | Questions | Time | Cost (USD) | Valid for |
|---|---|---|---|---|---|
| Cloud Digital Leader | Foundational | 50–60 | 90 min | $99 | 3 years |
| Generative AI Leader | Foundational | 50–60 | 90 min | $99 | 3 years |
| Associate Cloud Engineer | Associate | 50–60 | 2 hrs | $125 | 3 years |
| Associate Data Practitioner | Associate | 50–60 | 2 hrs | $125 | 3 years |
| Associate Google Workspace Administrator | Associate | 50–60 | 2 hrs | $125 | 3 years |
| Professional Cloud Architect | Professional | 50–60 | 2 hrs | $200 | 2 years |
| Professional Cloud Developer | Professional | 50–60 | 2 hrs | $200 | 2 years |
| Professional Data Engineer | Professional | 40–50 | 2 hrs | $200 | 2 years |
| Professional Cloud DevOps Engineer | Professional | 50–60 | 2 hrs | $200 | 2 years |
| Professional Cloud Security Engineer | Professional | 50–60 | 2 hrs | $200 | 2 years |
| Professional Cloud Network Engineer | Professional | 50–60 | 2 hrs | $200 | 2 years |
| Professional Machine Learning Engineer | Professional | 50–60 | 2 hrs | $200 | 2 years |
| Professional Cloud Database Engineer | Professional | 50–60 | 2 hrs | $200 | 2 years |
All prices are USD list prices plus tax where applicable; Google's exam pages do not vary list price by region.
The Cloud Digital Leader is Google Cloud's general-purpose entry credential. The exam runs 50–60 multiple-choice and multiple-select questions in 90 minutes, costs $99, and is offered in English, Japanese, Spanish, Portuguese and French — the widest language coverage in the portfolio. There are no prerequisites; Google recommends only experience collaborating with technical professionals.
It assesses whether you can talk about cloud transformation credibly — what Google Cloud products do and how they map to business problems — rather than whether you can configure anything. That makes it suitable for sales, project management, finance and leadership roles that sit near cloud projects. Google notes a new version of the exam went live recently (the provider cites an "as of August 12" refresh), so work from the current official exam guide rather than older domain summaries. For the full breakdown of this exam, see the Cloud Digital Leader certification guide; whether it justifies the fee for your situation is covered in is Cloud Digital Leader worth it.
Launched in 2025, the Generative AI Leader is the newer of the two foundational certs and reflects where Google is putting its energy. Same shape as the Cloud Digital Leader — 50–60 questions, 90 minutes, $99, no prerequisites — but focused entirely on generative AI: fundamentals of gen AI, Google Cloud's gen AI offerings, techniques to improve model output, and business strategies for gen AI solutions.
It is aimed at professionals who need to lead or evaluate gen AI initiatives without building them. If your organisation's cloud conversations are mostly AI conversations, this is arguably the more relevant of the two foundational options.
The Associate Cloud Engineer (ACE) is Google Cloud's core hands-on credential and, for most technical people, the practical starting point. The exam is 50–60 multiple-choice and multiple-select questions in two hours, costs $125, and is available in English, Japanese, Spanish and Portuguese. Google recommends six or more months of hands-on Google Cloud experience, though nothing is enforced.
The certification demonstrates that you can deploy applications, monitor operations and manage enterprise solutions on Google Cloud — using both the console and the command line. The exam was recently updated to reflect Google's product renames, so confirm current product names against the official exam guide. The Associate Cloud Engineer certification guide covers objectives and preparation in detail, and its difficulty gets a dedicated treatment in how hard is the ACE exam.
Launched in late 2024, the Associate Data Practitioner fills a long-standing gap: there was previously no data credential below the Professional Data Engineer. It follows the standard Associate template — 50–60 questions, two hours, $125 — currently in English and Japanese, with a recommendation of six months of hands-on data work on Google Cloud.
Its domains cover preparing and ingesting data, analysing and presenting it, orchestrating pipelines, and managing data. If you work with data on Google Cloud but the Professional Data Engineer feels premature, this is the credential designed for you.
This certification replaced the retired Professional Google Workspace Administrator and is now the only Workspace credential Google offers. Standard Associate format — 50–60 questions, two hours, $125, English and Japanese. Google recommends six months of Google Workspace Super Admin experience, with hands-on exposure to the Business Plus edition and familiarity with Enterprise edition features.
It sits slightly apart from the rest of the portfolio: it certifies administration of Google Workspace (mail, identity, endpoints, collaboration tooling) rather than Google Cloud infrastructure. IT administrators managing a Google-based workplace are its audience; it is not a stepping stone toward the infrastructure certs.
Every Professional exam costs $200, runs two hours, is valid for two years, and carries the same recommendation of 3+ years of industry experience including at least one year on Google Cloud (the Database Engineer asks for more — see below). None requires an Associate cert first. What differs is the role each one certifies.
The flagship. The Professional Cloud Architect (PCA) certifies the ability to design, develop and manage secure, scalable cloud architecture, and it is the only Google Cloud exam with a published case-study structure: each sitting includes two case studies drawn from a pool of four, displayed on a split screen and accounting for 20–30% of the questions. It also carries the strongest salary signal in the portfolio — Skillsoft's 2025 top-paying certifications list reports an average of about $190,204 for PCA holders in the US (down from $200,960 in its 2024 list, where it topped the ranking). Treat those as US survey averages, not promises; pay varies widely by location, experience and role.
The full exam breakdown lives in the Professional Cloud Architect certification guide; why it is regarded as Google's toughest exam is examined in how hard is the PCA, and its return on investment in is the PCA worth it.
For engineers who build applications on Google Cloud rather than architect estates. Its domains cover designing scalable, secure and reliable cloud-native applications; building and testing them; configuring them for deployment; and integrating with Google Cloud services. Format follows the Professional standard (50–60 questions, two hours, $200, English and Japanese). The Professional Cloud Developer guide covers it exam by exam.
The Professional Data Engineer (PDE) certifies designing and operating data processing systems on Google Cloud. One structural quirk: it runs 40–50 questions rather than the usual 50–60, the only Professional exam with a smaller question pool, still within the same two hours. Google notes the exam will soon be updated to reflect recent branding changes, so check the current exam guide before relying on older prep material. See the Professional Data Engineer certification guide for full coverage.
Built around Google's Site Reliability Engineering (SRE) practices. Domains span bootstrapping and maintaining a Google Cloud organisation, applying SRE practices, building CI/CD pipelines, observability and troubleshooting, and performance and cost optimisation. If your job title contains "platform", "SRE" or "DevOps" and your stack is Google Cloud, this is the matching credential — detailed in the Cloud DevOps Engineer guide.
Certifies designing and implementing secure workloads: configuring access, securing communications and boundary protection, data protection, managing security operations, and supporting compliance. It is the natural credential for security specialists in Google Cloud environments and is covered fully in the Cloud Security Engineer guide.
The networking specialisation: designing and planning VPC networks, implementing them, managed network services, hybrid and multi-cloud interconnectivity, managing and troubleshooting network operations, and cloud network security. A narrower audience than most — network engineers moving their craft into Google Cloud — with its own Cloud Network Engineer guide.
The Professional Machine Learning Engineer certifies designing, building and productionising ML solutions. An important currency note: Google states the exam has been updated to reflect the transition from Vertex AI to the Gemini Enterprise Agent Platform, along with updates to the data and analytics stack — so older descriptions of this as a purely Vertex-AI exam no longer hold. The exam does not directly assess coding, but Google recommends at least enough Python and SQL to read code snippets. The Machine Learning Engineer guide covers the current shape of the exam.
The specialist credential for database work on Google Cloud, and the one with the heaviest experience recommendation in the portfolio: five or more years of overall database/IT experience including two years hands-on with Google Cloud database solutions. Format matches the other Professional exams. If databases are your career rather than one duty among many, this is the cert that says so.
It was retired on 31 December 2024 and can no longer be earned or renewed. Existing holders' certifications remained valid for their normal term. Its successor is the Associate Google Workspace Administrator described above — meaning there is currently no Professional-level Workspace credential at all. Any certification list still showing it as active is stale.
Because these rules apply to every certification, they belong in the catalogue rather than any single exam guide.
Validity. Professional certifications last two years; Foundational and Associate last three. The renewal window opens 60 days before expiration for Professional certs, and renewal retakes are permitted from 180 days before expiration for Foundational and Associate certs. Google sends reminder emails at 180 and 90 days, then every 30 days. Let a certification lapse more than 30 days past expiration and it is gone — you retake the full exam at full price.
Renewal options. A relatively recent change: several certifications now offer a shorter, cheaper renewal exam — confirmed on official pages for the Cloud Digital Leader (20 questions, 45 minutes, $60), Associate Cloud Engineer (20 questions, 1 hour, $75), Professional Cloud Architect (25 questions, 1 hour, $100, now heavily focused on generative AI solutions) and Professional Data Engineer (20 questions, 1 hour, $100). Alternatively, most certs offer a no-exam path: complete designated Google Skills courses or skill badges during the last year of validity — but that extends validity by only one year, versus the full two or three from an exam. For the remaining certifications, renewal terms are set out in Google's Renewal FAQ rather than published as figures. Full mechanics are in the Google Cloud certification renewal guide.
Retakes after a fail. Associate and Professional exams allow a maximum of four attempts in two years, with waits of 14 days after a first fail, 60 days after a second, and 365 days after a third. Foundational exams allow up to ten attempts in one year with 14 days between attempts. Every attempt counts, regardless of language or delivery method.
A catalogue is only useful with a way to navigate it. Three observations help:
The portfolio is role-shaped, not level-shaped. Beyond the two generalist entry points (Cloud Digital Leader and Associate Cloud Engineer), every certification maps to a job function — architect, developer, data engineer, DevOps/SRE, security, networking, ML, databases, Workspace administration. The right question is rarely "which level am I at?" but "which role am I in, or moving into?" How each cert maps to actual job titles is the subject of jobs you can get with Google Cloud certification.
No gates exist anywhere. Google enforces no prerequisites on any exam. A senior architect can sit the Professional Cloud Architect without ever touching the ACE. The tiers describe difficulty and scope, not permission. In what order the certs are best attempted — and when skipping tiers makes sense — is the territory of the Google Cloud certification roadmap, and newcomers weighing their very first cert should read the best Google Cloud certification for beginners.
Currency matters unusually much right now. Between the Workspace retirement, two new certifications since late 2024, ongoing product-rename updates flowing into exam content, and the ML exam's pivot toward the Gemini Enterprise Agent Platform, this portfolio has churned more in the past two years than in the several before. Always cross-check the official exam guide on cloud.google.com before booking, whatever any third-party page says — this one included.
No. Unlike AWS (e.g., SAA-C03) or Microsoft (e.g., AZ-104), Google Cloud exams are identified by name only. If you see a code like "GCP-ACE" attached to a Google exam, someone invented it.
Google does not publish passing scores for any exam. Results are pass/fail only, with no percentage breakdown on the score report. Any site quoting a specific passing percentage for a Google Cloud exam is guessing.
Yes. All exams are proctored by Pearson VUE and can be taken online from a remote location or in person at a test centre, with registration through Google's CertMetrics portal.
Yes, though coverage varies. The Cloud Digital Leader has the broadest set (English, Japanese, Spanish, Portuguese, French); the ACE adds Spanish and Portuguese to English and Japanese; most Professional exams are English and Japanese only. Check the specific exam page.
The only independently surveyed figure in wide circulation attaches to the Professional Cloud Architect — around $190,000 average in Skillsoft's 2025 US data. Per-cert figures for the others are not reliably published; the Google Cloud certification salary guide covers pay in depth.
You now have the full inventory: 13 certifications, three tiers, one retirement, and portfolio-wide rules on pricing, validity, renewal and retakes. This article deliberately stops at what exists — sequencing decisions belong to the certification roadmap, and each exam's objectives, difficulty and preparation have their own dedicated guides linked throughout.
When you have picked a target, benchmark yourself before booking: ExamPractice's Google Cloud exam pages offer free sample practice questions for exams including the Cloud Digital Leader and Associate Cloud Engineer, with fuller question sets and a timed practice-test simulation available to subscribers — a low-cost way to find out which domains need work before you pay Google $99–$200 to find out the hard way.
Exam facts in this guide were checked against official certification-provider pages on . Fees, exam codes and policies change — confirm on the provider’s own site before you book.
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