Scores and Ranks
How is a country scored from 0 to 100, and what does 50 mean?
Each pillar in the report produces a single score on a 0-to-100 scale. The scale is normalized so that 50 represents the global mean — the average across the 33-country benchmarking universe covered by the report. A score above 50 indicates a position stronger than that average, while a score below 50 indicates a weaker one; the ends of the scale mark the most and least competitive positions in the set. Roughly one standard deviation above or below the mean corresponds to scores near 60 and 40. The scale uses a fixed slope of 10 points per standard deviation in the normal case; when an extreme outlier would push a score outside 0–100, the slope is automatically reduced so that the worst-placed country lands exactly at the boundary. The scale is anchored by the distribution of the 33-country universe on the same twelve-month average that feeds each country's score — so the benchmarking population and the scoring input are always aligned. The exact normalization constants are proprietary; what is disclosed is the anchor at 50, the direction, and these approximate bands.
How does a lower cost produce a higher score?
A higher score always signals stronger competitiveness, regardless of what the pillar measures. For cost-based pillars — such as energy cost or labor cost — the scoring inverts the underlying value, so that a lower cost yields a higher score. This keeps the meaning consistent: across every pillar, "better for a manufacturer" always points upward.
How are countries ranked, and what are the tier bands?
Countries are ranked from 1 to 33, where rank 1 is the most competitive and rank 33 the least. The ranking is divided into five tier bands — Top, Upper, Mid, Lower, and Bottom — running from the most competitive countries down to the least. These bands give a quick read of where a country sits relative to the full set: among the leaders, the upper-middle, the middle, the lower-middle, or the laggards.
How is productivity factored into labor scores?
Labor scores are productivity-adjusted: labor cost is weighed against output per worker rather than taken in isolation. A higher-wage country that is also more productive is therefore not unfairly penalized. The productivity factor is expressed as a ratio anchored at 1.0× for the most productive case and rising for less productive ones — up to about 3× for manufacturing labor and about 5× for construction labor, where output per worker is lowest. The anchor points — the most productive and least productive positions on the scale — are calibrated against a broader set of economies than the 33 that receive scores, providing a more stable statistical foundation for the scale.
What does a score not represent?
A score is relative — it describes a country's position within the 33-country set, not an absolute investment threshold, and it is neither a recommendation nor a forecast of profitability. Scores can shift as the underlying data or the peer set's data is updated. The benchmark anchors P10 (10th percentile) and P90 (90th percentile) likewise describe position within the distribution, not a fixed judgment of good versus bad.