✦ Scientific Comparison

Intelligence Tests:
Which ones measure what they claim?

From clinical tests like the WAIS to viral online quizzes, the difference in scientific rigour is enormous. This comparison helps you understand what each tool actually measures and what conclusions you can legitimately draw from it.

Important: Clinical intelligence tests (WAIS, Stanford-Binet) can only be administered and interpreted by certified psychologists under standardised conditions. Orientation tools like Lumina Spectrum are self-awareness instruments — not clinical diagnoses — and state this explicitly. Stars reflect scientific validity of the underlying model.

Clinical TestProfessional administration only

WAIS-IV (Wechsler Adult Intelligence Scale)

David Wechsler · First edition 1939 · Revision 2008

★★★★★

The gold standard in clinical intelligence assessment for adults. Measures 4 composite indices (Verbal Comprehension, Perceptual Reasoning, Working Memory, Processing Speed) plus a Full Scale IQ. Validated on representative samples across multiple countries. Requires individual administration by a certified psychologist (60–90 min).

Key references:
Wechsler, D. (2008). WAIS-IV. Pearson.
Lichtenberger, E. O., & Kaufman, A. S. (2012). Essentials of WAIS-IV Assessment. Wiley.

Clinical TestProfessional administration only

Stanford-Binet 5 (SB5)

Alfred Binet / Gale Roid · First edition 1905 · SB5: 2003

★★★★★

The oldest intelligence test still in use. The 5th edition integrates the CHC model and measures 5 factors: Fluid Reasoning, Knowledge, Quantitative Reasoning, Visual-Spatial Processing and Working Memory. Especially useful for giftedness assessment and learning difficulties. Individual administration by certified professional required.

Key references:
Roid, G. H. (2003). Stanford-Binet Intelligence Scales—Fifth Edition. Riverside.
Binet, A., & Simon, T. (1905). Méthodes nouvelles pour le diagnostic. L'Année Psychologique, 11, 191–244.

Scientific FrameworkAvailable on AuraFlags

CHC Model · Cattell-Horn-Carroll

Cattell, Horn, Carroll · 1993 · Basis of Lumina Spectrum

★★★★★

The most comprehensive and accepted theoretical model in modern cognitive psychology. Describes intelligence as a hierarchy of broad abilities (Gf, Gc, Gv, Gwm, Gs, Gl, Gq…) and specific skills. It underpins the Stanford-Binet 5 and Woodcock-Johnson batteries. Lumina Spectrum implements 7 of these abilities in an orientation format online.

Key references:
Carroll, J. B. (1993). Human Cognitive Abilities. Cambridge University Press.
McGrew, K. S. (2009). CHC theory and the human cognitive abilities project. Intelligence, 37(1), 1–10.
Cattell, R. B. (1963). Theory of fluid and crystallized intelligence. Journal of Educational Psychology, 54(1), 1–22.

SocioemotionalComing soon

Emotional Intelligence (Mayer-Salovey-Caruso Model)

Mayer, Salovey & Caruso · 1990 · MSCEIT

★★★★

The scientific model of EI (distinct from Goleman's popularised version) defines emotional intelligence as a real ability measurable with correct/incorrect answers (MSCEIT). Predicts job performance and well-being beyond IQ. Has good convergent validity with cognitive ability measures.

Key references:
Mayer, J. D., & Salovey, P. (1990). Emotional intelligence. Imagination, Cognition, and Personality, 9(3), 185–211.
Mayer, J. D., Caruso, D. R., & Salovey, P. (2016). The ability model of emotional intelligence. Emotion Review, 8(4), 290–300.

Scientific controversy

Gardner's Multiple Intelligences

Howard Gardner · 1983 · Frames of Mind

★★★★★

Enormously influential in education, but with limited direct empirical support. The main critique is that what Gardner calls "intelligences" (musical, bodily-kinaesthetic, etc.) are more accurately talents or specific abilities that correlate with the general g factor of intelligence. No standardised test with population norms validly measures all 8 intelligences. Gardner himself has acknowledged they are a philosophical theory rather than a psychometric model.

Key references:
Gardner, H. (1983). Frames of Mind. Basic Books.
Waterhouse, L. (2006). Multiple intelligences, the Mozart effect, and emotional intelligence. Educational Psychologist, 41(4), 207–225.

No clinical validity

Generic Online IQ Tests

Multiple platforms · No defined scientific authorship

★★★★★

Online IQ tests (IQ Test Labs, Free-IQTest.net, etc.) have fundamental problems: (1) not normed on representative samples, (2) no control over administration conditions, (3) systematically inflate scores to generate user satisfaction and virality, (4) don't measure the same constructs as clinical tests. They are entertainment, not psychological assessment. Using them for employment or educational decisions is methodologically incorrect.

Key references:
Naglieri, J. A. et al. (2004). Psychological testing on the Internet. American Psychologist, 59(3), 150–162.
Buchanan, T. (2002). Online assessment: Desirable or dangerous? Professional Psychology, 33(2), 148–154.

Our orientation alternative

Lumina Spectrum doesn't promise an IQ score. It is a CHC-based orientation assessment with an explicit disclaimer and scientific references. Designed for self-awareness, not clinical diagnosis.

Take Lumina Spectrum →