Are certification pass rates real? What the sources show
By the RoleMath Editorial Team · Last updated 2026-07-05. Every figure traces to a cited source; we sell none of the options discussed. Draft pending human review.
Usually, no. A certification pass-rate percentage is only trustworthy when the exam owner publishes it, and the official pages reviewed in the current RoleMath ledger mostly publish exam facts instead: duration, format, domains, fees, scoring rules, or a passing score/grade. That is different from a candidate pass rate. The current pass-rate claim panel output now turns 23 ledger rows into 15 route-level source-status panels, so the public article can answer the search without converting third-party guesses, pass-guarantee marketing, or provider-specific outcomes into RoleMath facts.
Key takeaways
- A passing score is not a pass rate. Official sources may publish a score like 700, but that does not tell you what percentage of candidates pass.
- The current RoleMath pass-rate ledger has 23 rows: 14 official-source rows and 9 third-party claim rows, rendered into 15 reusable route panels.
- Current route panels separate official no-public-rate findings, passing-score-not-pass-rate findings, source-limited official rows, and third-party debunking/recheck rows.
- Third-party examples in the ledger include estimated ranges, pass guarantees, provider student outcomes, self-conflicting numbers, stale claims, and blocked/unverified claims. They are debunking evidence, not RoleMath pass-rate facts.
- The safer planning inputs are official objectives, format, time limit, recommended experience, retake rules, and a transparent difficulty profile.
The key distinction: passing score is not pass rate
A passing score tells you the minimum score needed to pass an exam. A pass rate tells you what share of candidates passed. Those are not the same thing. Official exam owners commonly publish scoring rules or exam structure, but not a public percentage of candidates who pass.
| Official source checked | What it publishes | What it does not publish in the reviewed page text |
|---|---|---|
| Cisco 200-301 CCNA | 120-minute exam, price, languages, topic scope | Public candidate pass-rate percentage |
| AWS Certified Cloud Practitioner CLF-C02 | Scored and unscored question handling, 100-1000 scaled score, 700 minimum passing score | Public candidate pass-rate percentage |
| AWS Solutions Architect Associate | 130-minute exam, 65 questions, format, cost, delivery options, recommended experience | Public candidate pass-rate percentage |
| Microsoft AZ-104 study guide | Skills measured and a link to scoring guidance stating 700 or greater is required to pass | Public candidate pass-rate percentage |
| ISC2 Certified in Cybersecurity | 100-125 items, item format, 700 out of 1000 passing grade, domain weights | Public candidate pass-rate percentage |
CompTIA rows are present in our ledger, but the official pages were not accessible during the latest RoleMath review. That means the safe public move is the same: do not fill the gap with a percentage. Recheck the official page before naming current CompTIA exam details, and never treat a third-party percentage as official.
What the ledger covers now
The moat is the structure behind the answer. The current ledger is no longer just article copy; it now produces reusable route panels with source-status badges, public verdicts, row counts, third-party posture, and promotion blockers.
The current umbrella panel aggregates 14 official-source rows and 9 third-party claim rows. The same output creates 15 panels across the pass-rate cluster, so each credential-specific page can inherit the same conservative rule set instead of restating policy by hand.
| Source-status badge | Route panels | Meaning |
|---|---|---|
| official_no_public_rate_found | 6 | Official source reviewed; no public candidate pass-rate percentage found. |
| official_passing_score_not_pass_rate | 1 | Official source publishes a passing score or grade, not a pass rate. |
| source_limited_recheck | 7 | Official seed facts exist, but same-day official recheck is required before promotion. |
| umbrella_methodology_panel | 1 | Use for the overall method; keep human-gated. |
This matters because a thin article can only say, 'we could not verify that.' A ledger-backed article can show which exact source type failed, what it failed to prove, and what RoleMath is willing to say instead.
What popular pass-rate claims look like when you ledger them
A useful article needs more than saying the numbers are unsourced. It needs to show the source-quality pattern without repeating weak numbers as facts. The ledger rows below are usable as debunking or research-queue evidence only.
| Third-party source category | Query/credential | Support status | Public use |
|---|---|---|---|
| prep-provider or comparison marketing page | aws-solutions-architect-associate | third_party_marketing_claim_not_primary_evidence | Use only as a debunking example after same-week recheck; never as a RoleMath pass-rate fact. |
| training-provider outcome page | comptia-cysa-plus | third_party_self_selected_marketing_claim | Use only to explain why bootcamp/provider pass claims are not official candidate pass rates. |
| prep-blog article with unclear method | comptia-network-plus | third_party_unsourced_or_method_unclear | Use only as a debunking example; do not convert to a RoleMath Network+ pass-rate number. |
| vendor-focused prep article with conflicting figures | microsoft-az-900 | third_party_self_conflicting_claim | Use only to show why unsupported pass-rate ranges are unreliable. |
| unverified individual anecdote | aws-solutions-architect-associate | third_party_blocked_until_reverified | Do not use publicly until reverified; retain as internal evidence of the folklore pattern. |
| exam-prep source cluster | cisco-ccna | third_party_cluster_needs_recheck | Use only as an internal research queue item; do not quote until exact source text is rechecked. |
| prep-blog article with unclear method | comptia-network-plus | third_party_unsourced_or_method_unclear | Use only as a debunking example; do not convert to a RoleMath pass-rate fact. |
| prep-provider or comparison marketing page | multiple credentials | third_party_marketing_claim_not_primary_evidence | Use only to explain provider marketing language and guarantee framing. |
| broad certification listicle | multiple credentials | third_party_mixed_claims_not_primary_evidence | Use only as a debunking example after recheck; never as pass-rate or demand evidence. |
Those rows are useful because they let RoleMath explain the market honestly: not all pass-rate claims are equally bad, but none of these examples is the same as an official pass-rate publication from the exam owner.
How to evaluate a pass-rate claim before you trust it
Use this order. First, ask whether the exam owner publishes the number. If the source is not the vendor or testing body, treat it as secondary at best. Second, ask what the denominator is: all global candidates, first-time candidates, one provider's students, people who completed a bootcamp, or a marketing audience. Third, check whether the page is really citing a passing score instead of a pass rate. A 700 passing score on a 100-1000 scale is not a 70% pass rate. Fourth, look for commercial incentives: a pass guarantee, refund promise, or course sales page is not neutral evidence.
A claim can still be useful as a warning sign. If the same exam is described as 27%, 70-75%, 85%, and 94% depending on who is selling the page, the honest conclusion is not to average the numbers. The honest conclusion is that the public number is not source-stable.
What RoleMath records for each pass-rate query
A durable pass-rate answer needs evidence rows, not impressions. For every major query, RoleMath should keep three kinds of evidence separate.
| Row type | What it stores | Public use |
|---|---|---|
| Official exam source | Vendor page, exam guide, score-report page, retake policy, exam objectives, retrieved date, and exact fact supported | Cite as the trusted source for exam structure and scoring facts |
| Third-party claim | Page URL, publisher, quoted claim summary, retrieved date, support status, commercial context, and recheck status | Use only as a debunking or market-folklore example after recheck |
| Public framing | The sentence RoleMath is willing to publish, confidence, and review notes | Keeps writers from turning a weak claim into a fake fact |
This is the difference between a one-off article and a moat. The page can answer the search, the ledger preserves why the answer is conservative, and future writers can reuse the same facts without re-inventing the policy.
How to present this data in RoleMath
The public page should not dump the ledger as raw rows. It should convert each query into a compact decision panel that answers the reader without pretending weak data is strong data.
| Page/panel | Source-status badge | Official rows | Third-party rows | Promotion blockers |
|---|---|---|---|---|
| Umbrella methodology | umbrella_methodology_panel | 14 | 9 | human_review_required_before_promotion, same_day_official_recheck_required, third_party_reverification_required, third_party_numbers_not_primary_evidence |
| AWS Cloud Practitioner | official_passing_score_not_pass_rate | 1 | 0 | none_beyond_standard_human_review |
| AWS Solutions Architect Associate | official_no_public_rate_found | 1 | 2 | third_party_reverification_required, third_party_numbers_not_primary_evidence |
| Microsoft AZ-104 | official_no_public_rate_found | 1 | 0 | none_beyond_standard_human_review |
| Microsoft Azure Fundamentals | official_no_public_rate_found | 1 | 1 | third_party_numbers_not_primary_evidence |
| Cisco CCNA | official_no_public_rate_found | 1 | 1 | third_party_reverification_required, third_party_numbers_not_primary_evidence |
| ISC2 CISSP | official_no_public_rate_found | 1 | 0 | none_beyond_standard_human_review |
| CompTIA A+ | source_limited_recheck | 1 | 0 | same_day_official_recheck_required |
| CompTIA Cloud+ | source_limited_recheck | 1 | 0 | same_day_official_recheck_required |
| CompTIA CySA+ | source_limited_recheck | 1 | 1 | same_day_official_recheck_required, third_party_numbers_not_primary_evidence |
| CompTIA Linux+ | source_limited_recheck | 1 | 0 | same_day_official_recheck_required |
| CompTIA Network+ | source_limited_recheck | 1 | 2 | same_day_official_recheck_required, third_party_reverification_required, third_party_numbers_not_primary_evidence |
| CompTIA PenTest+ | source_limited_recheck | 1 | 0 | same_day_official_recheck_required |
| CompTIA Security+ | source_limited_recheck | 1 | 0 | same_day_official_recheck_required |
| ISC2 CC | official_no_public_rate_found | 1 | 0 | none_beyond_standard_human_review |
The copy should be short; the data underneath should be durable. The product pattern is: source-status badge first, official verdict second, third-party claims only as debunking/recheck context, and a clear next planning move based on official objectives, format, scoring, retake, and difficulty evidence.
What to use instead of pass-rate percentages
Use facts that come from the exam owner: the exam objectives, domain weights, recommended experience, format, time limit, item count, passing score or grade when published, retake rules, and official practice resources. Those do not tell you your personal odds, but they do tell you what the exam asks you to do. That is a better planning input than a percentage with no stable source.
For RoleMath, the next step is to connect this ledger to the difficulty and prep pages. A pass-rate article should point readers toward the official objective outline, a transparent difficulty profile, a study plan, and honest prerequisites. It should not pretend a third-party number can predict whether you will pass.
The RoleMath pass-rate moat from here
This page is now backed by a seed ledger, not just prose. Each future pass-rate query can get three rows: the official exam-source row, any third-party claim rows, and the public framing RoleMath is willing to use. That lets us answer searches like CCNA pass rate, Security+ pass rate, AZ-900 pass rate, and AWS Solutions Architect pass rate without inventing numbers.
The public product should show the conclusion plainly: official pass/fail standards and exam facts are useful; unsupported pass-rate percentages are not. Where the official source is unavailable or needs same-day recheck, the page should say that rather than smuggling in a number from an affiliate or prep provider.
Recheck queue before indexing
This page should remain draft/noindex until the review queue is cleared. The current blocker is not that the answer is weak; it is that the page now needs human review against the ledger and source-quality rules before promotion.
| Promotion blocker | Affected panels | What it means |
|---|---|---|
| human_review_required_before_promotion | 1 | The umbrella method page remains operator-gated. |
| none_beyond_standard_human_review | 4 | No special pass-rate blocker beyond normal review. |
| same_day_official_recheck_required | 8 | Official source facts are source-limited until a current official page recheck succeeds. |
| third_party_numbers_not_primary_evidence | 6 | Third-party numbers can explain folklore but cannot become RoleMath pass-rate facts. |
| third_party_reverification_required | 4 | Blocked, low-confidence, or cluster rows cannot be quoted publicly until reverified. |
The promotion rule is intentionally conservative: the article can explain the market's bad data, but the product should not index a page that looks like it has certified the bad data.
Honest bottom line
Do not plan around a certification pass-rate percentage unless the exam owner publishes it and the source clearly defines the denominator, date range, attempt type, and candidate population. For the sources reviewed here, the official pages give you exam facts, passing scores or grades, score-report behavior, topic weights, fees, and retake rules. They do not give you a public candidate pass-rate percentage.
That is enough to make a better decision. Use the official objective outline to decide what to study, the exam format to decide how to practice, the recommended experience to decide whether the exam is too early, and the retake policy to budget downside. Use third-party percentages only as claims to inspect, not as truth. A prep seller's number should never become RoleMath's number just because it is useful for search traffic.
Frequently asked questions
Are certification pass rates real?
Only if the exam owner publishes the percentage. In the official pages reviewed for this pass, vendors published exam facts such as duration, format, domains, fees, passing score, or passing grade, but not public candidate pass-rate percentages.
Is a passing score the same as a pass rate?
No. A passing score is the score you need to pass. A pass rate is the share of candidates who passed. A 700 passing score on a 100-1000 scale is not evidence that 70% of candidates pass.
Can I trust a training provider's pass guarantee?
Treat it as marketing unless the provider publishes a clear denominator, method, time window, and source. A guarantee or provider student outcome is not the same as the exam owner's global candidate pass rate.
Does Cisco publish a CCNA pass rate?
The official Cisco CCNA page reviewed in this pass published exam facts such as duration, price, and topic scope, but no public candidate pass-rate percentage in the reviewed page text.
Does AWS publish certification pass rates?
The AWS Cloud Practitioner guide reviewed in this pass published the scaled score range and 700 minimum passing score. The AWS Solutions Architect Associate page published exam overview details. Neither reviewed page text published a public candidate pass-rate percentage.
What should I use instead of a pass rate?
Use the official objectives, domain weights, time limit, item count, format, recommended experience, retake rules, and a transparent difficulty profile. Those inputs are sourceable and more useful for planning than an unsupported percentage.
Why is this page still draft/noindex?
Because the article now uses a ledger of official and third-party claims, and that ledger needs human review before promotion. Source-limited CompTIA rows and low-confidence third-party rows should not be indexed as if they were final public evidence.
Related, with the cited detail
- What we don't know and won't fake
- How RoleMath cites its claims
- How to spot a fake certification statistic
- Are certification exam prep sites trustworthy?
- IT certification difficulty index
- Start the RoleMath planner
Sources
Figures in this article are cited to the sources named in the Citation Ledger below and on each linked cited page. This page stays draft_noindex pending human citation review.
Citation Ledger
| ID | Supports | Evidence | Source |
|---|---|---|---|
| CIT-01 | Cisco's official CCNA page publishes exam identity, duration, price, and topic scope; it does not publish a candidate pass-rate percentage in the reviewed page text. | Live official page check on 2026-07-04; pass-rate ledger row pr_official_cisco_ccna_20260704. | https://www.cisco.com/site/us/en/learn/training-certifications/exams/ccna.html |
| CIT-02 | AWS publishes official exam facts and scoring standards for AWS Certified Cloud Practitioner, including scored/unscored item handling and a 700 minimum passing score; that is not a pass rate. | Live official guide check on 2026-07-04; pass-rate ledger row pr_official_aws_clf_c02_20260704. | https://docs.aws.amazon.com/aws-certification/latest/cloud-practitioner-02/cloud-practitioner-02.html |
| CIT-03 | AWS publishes Solutions Architect Associate exam overview fields such as duration, format, cost, delivery options, languages, and recommended experience; it does not publish a public pass-rate percentage in the reviewed page text. | Live official page check on 2026-07-04; pass-rate ledger row pr_official_aws_saa_20260704. | https://aws.amazon.com/certification/certified-solutions-architect-associate/ |
| CIT-04 | Microsoft publishes certification and scoring guidance, including that a score of 700 or greater is required to pass AZ-104; that passing score is not a public pass rate. | Live Microsoft Learn checks on 2026-07-04; pass-rate ledger rows pr_official_microsoft_az900_20260704 and pr_official_microsoft_az104_20260704. | https://learn.microsoft.com/en-us/credentials/certifications/azure-fundamentals/; https://learn.microsoft.com/en-us/credentials/certifications/resources/study-guides/az-104 |
| CIT-05 | Microsoft explicitly distinguishes scaled passing scores from percentage-correct interpretations. | Microsoft's Exam scoring and score reports page says technical exam scores are reported on a 1 to 1,000 scale, 700 or greater is passing, and the scaled score may not equal 70 percent of the points. | https://learn.microsoft.com/en-us/credentials/certifications/exam-scoring-reports |
| CIT-06 | ISC2's CC exam outline publishes item count, item format, passing grade, testing center, and domain weights; it does not publish a public pass-rate percentage in the reviewed page text. | Live official exam-outline check on 2026-07-04; pass-rate ledger row pr_official_isc2_cc_20260704. | https://www.isc2.org/certifications/cc/cc-certification-exam-outline |
| CIT-07 | ISC2's CISSP exam outline publishes exam length, CAT delivery, item count, item types, passing grade, testing-center context, and domain weights; it does not publish a public candidate pass-rate percentage in the reviewed page text. | Live official page check on 2026-07-05; pass-rate ledger row pr_official_isc2_cissp_20260705. | https://www.isc2.org/certifications/cissp/cissp-certification-exam-outline |
| CIT-08 | CompTIA official rows in the pass-rate ledger remain source-limited because local seed records exist but same-day live fetches failed during the 2026-07-05 review; this supports a recheck gate, not a public pass-rate claim. | Pass-rate ledger rows pr_official_comptia_a_plus_20260704, pr_official_comptia_network_plus_20260704, pr_official_comptia_security_plus_20260704, pr_official_comptia_cysa_plus_20260704, pr_official_comptia_cloud_plus_20260704, pr_official_comptia_linux_plus_20260704, and pr_official_comptia_pentest_plus_20260704. | https://www.comptia.org/en-us/certifications/a/core-1-and-2-v15/; https://www.comptia.org/en-us/certifications/network/; https://www.comptia.org/en-us/certifications/security/; https://www.comptia.org/en-us/certifications/cybersecurity-analyst/v4/; https://www.comptia.org/en-us/certifications/cloud/; https://www.comptia.org/en-us/certifications/linux/; https://www.comptia.org/en-us/certifications/pentest/ |
| CIT-09 | The current RoleMath pass-rate claim ledger snapshot contains 23 rows: 14 official-source rows and 9 third-party claim rows. | RoleMath pass-rate claim ledger snapshot reviewed on 2026-07-05; source URLs and row-level confidence are stored per row. | RoleMath first-party pass-rate claim ledger snapshot, 2026-07-05. |
| CIT-10 | Third-party pass-rate claims conflict across sources and often mix pass guarantees, provider student outcomes, and candidate pass-rate language. | RoleMath pass-rate claim ledger third-party categories include marketing claims, self-selected provider outcomes, unclear-method prep articles, self-conflicting prep articles, blocked-until-reverified anecdotes, and source clusters needing recheck. | data/seed/pass_rate_claim_ledger.csv |
| CIT-11 | Additional third-party rows show the same source-quality problem across older listicles, prep-provider comparison content, and broad certification recommendation pages. | The ledger keeps public-facing examples category-level and stores named third-party receipts internally for review-only debunking and recheck workflows. | data/seed/pass_rate_claim_ledger.csv |
| CIT-12 | Retake policies are sourceable exam-planning inputs, unlike unsupported pass-rate percentages. | Microsoft's retake policy page publishes waiting periods, annual attempt limits for role-based, specialty, and fundamentals exams, and retake payment context. RoleMath treats this as planning context, not success-probability evidence. | https://learn.microsoft.com/en-us/credentials/support/retake-policy |
| CIT-13 | Route-level source-status badges and promotion blockers are generated from the same pass-rate ledger used by this article. | The pass-rate claim panel output aggregates 15 route panels from 23 ledger rows and records public verdicts, source-status badges, third-party posture, and promotion blockers per route. | outputs/pass_rate_claim_panels/pass_rate_claim_panels.csv |