Our Methodology
CertSelect ranks certifications using a transparent, weighted, five-criterion method. Every page on the site is graded against this method. We publish the criteria, the weights, and the source data so that any reader — or any auditor — can reproduce our results.
Evaluation criteria
The five criteria below produce a single composite score per certification per market. Weights reflect the relative importance these signals carry for a candidate making a $1,000–$15,000 investment decision over a 12–36 month horizon.
| Criterion | Weight | Primary inputs |
|---|---|---|
| Employer recognition | 30% | DoD 8140 / NICCS / ANSI 17024 / NCSC / RNCP / Bildungsgutschein lists, posted job-ad mentions, vendor-preferred lists |
| Salary impact | 25% | BLS, ONS, Eurostat, Robert Half, Hays salary surveys |
| Total 5-year cost | 20% | Vendor exam fees, training partner pricing, recertification fees, CPE/PDU costs |
| Exam difficulty | 15% | Vendor-published pass rates, community study-hour reports, prerequisite ladder |
| Career mobility | 10% | BLS O*NET, equivalent EU/UK/AU role-mapping data, adjacent-role count |
Data sources
We tier sources by independence and authority.
- Tier 1 — Regulators and certification bodies: PMI, ISC2, ISACA, CompTIA, AWS Training, Microsoft Learn, Cisco, Google Cloud, AXELOS / PeopleCert, BCS, ANSI, ISO. Always preferred when vendor primary data is available and dated.
- Tier 2 — Government labour and education registers: US BLS / O*NET, NICCS / DoD 8140, UK ONS / Apprenticeship Levy / Ofqual, France RNCP / France Compétences / CPF, Germany ZAB / AZAV / Bildungsgutschein, Australia IRAP / Essential Eight, Brazil CONFEA, Spain SEPE.
- Tier 3 — Established editorial and community sources: Class Central, Reddit r/pmp / r/cybersecurity / r/learnmachinelearning sentiment polls, GitHub awesome-* lists where curated, Stack Overflow Developer Survey, KDnuggets, freeCodeCamp.
- Tier 4 — Vendor-affiliated training partners: ATPs, REPs, Coursera, edX, Udemy, DataCamp, Pluralsight, OpenClassrooms, Le Wagon, Jedha, DataScientest. Useful for current-pricing capture; treated cautiously when used as the only source for an evaluation claim.
Every numeric claim on the site has a source URL and a capture date in the underlying dataset (src/data/*.json). Pricing is captured at the issuing-body source and re-checked on a 90-day cadence.
Freshness and version control
Each certification page carries a last updated timestamp. The 90-day capture cadence covers exam fees, recertification fees, and any vendor-announced curriculum or domain-weight changes. Major credential refreshes (for example the July 2026 PMP exam refresh, or the August 2026 PMI fee schedule change from $555 to $675 for non-members) are flagged in the temporal-anchors index of our information layer and rewritten in-place rather than published as duplicate versions.
Conflict-of-interest policy
CertSelect carries affiliate links to course platforms and training partners. Affiliate revenue funds our research time. To prevent that revenue from biasing our rankings, we apply three rules:
- Rankings precede partnerships. A certification’s composite score is computed from the criteria above before any affiliate program is consulted. We do not adjust scores after-the-fact when a higher-ranked competitor is or is not in our partner network.
- We disclose every affiliate placement. Every outbound CTA is accompanied by an inline disclosure note and the link itself carries
rel="sponsored noopener"per Google’s guidance and the FTC’s 2023 endorsement guides. - We surface non-affiliate alternatives. Where a non-affiliated certification scores higher than an affiliated one, we name it. Where a publicly-funded training credit (France’s CPF, Germany’s Bildungsgutschein, US GI Bill) covers a credential, we say so — even when it routes the reader away from our affiliate links.
Correction policy
Found a factual error or a price that has changed? Email [email protected]. We respond within five business days. Confirmed corrections trigger an in-place update with a dated note appended to the page header. Material corrections (rankings movement of three positions or more on a head-term roundup) also carry a note in the article body.
What we explicitly exclude
- Brain-dump and exam-leak vendors. We will not link to ExamLabs, ITExams, or any platform whose business model relies on leaking live exam content. This is a vendor anti-cheat policy violation and a reader-trust violation.
- Certifications we cannot independently price. If a vendor refuses to publish or quote a fee, we exclude the credential from market-localized rankings until pricing becomes verifiable.
- Certifications with prerequisites we cannot confirm against a public document. Hidden eligibility requirements break the comparison.
Version history
- v1.1 — 2026-05-05. Methodology page expanded from a one-table summary to the document above. Added correction policy, conflict-of-interest policy, exclusions, and full source-tier definitions. Editor: Stephan Kulik.
- v1.0 — 2026-04-16. Initial five-criterion weighted methodology committed.