Scoring Methodology

1. Core Principles

• Data-driven only. All scores are computed from structured data in the database — sub-scores, event records, and objectively measurable attributes. No human "opinion" scores are used for 99.3% of figures.
• Scale matters. Commanding 100,000 troops is not the same as commanding 1,000. Governing an empire of 60 million is not the same as a city-state of 50,000. We apply era and civilization scale factors.
• Anchored to consensus. 49 of the most historically recognized figures (from MIT Pantheon rankings, Wikipedia pageviews, and Google search volume) are manually scored by historians to establish the calibration baseline.
• No moral judgment. We measure military capability, political effectiveness, and cultural influence — not whether a figure was "good" or "evil." Historical impact is independent of moral character.
• Per-dimension independence. A brilliant military strategist who was a poor politician will have a high Strategy score and a low Political score. Strengths and weaknesses are preserved.

2. The Six Dimensions

3. No Scale Factors (v5.0)

Our v5.0 system applies zero multipliers for era, civilization, lifespan, or occupation. An Ancient philosopher is evaluated by the exact same standards as a Modern politician.

The result: a level playing field where ideas, achievements, and legacy — not geography or chronology — determine historical standing.

4. Anchor Calibration

We use 49 historically significant figures as calibration anchors. Each anchor is manually scored across all 6 dimensions based on documented historical achievement. All other figures are then scored by interpolating their computed raw scores against the anchor scale — this ensures the scoring scale is grounded in real historical consensus, not arbitrary formulas.

Anchors span diverse eras, civilizations, and occupations — from Augustus to Nkrumah, from Genghis Khan to Gandhi. Each anchor is evaluated primarily through their own civilization's historiographical tradition, not an external Western lens.

5. Limitations & Transparency

• Quantitative scoring is inherently reductive. Human greatness cannot be fully captured by six numbers. Our scores are a structured comparison tool, not a definitive judgment of worth.
• Historical records are incomplete. Figures from oral traditions or non-literate societies may be underrepresented. We attempt to correct for this through era/civilization scaling, but bias cannot be eliminated entirely.
• Occupation labels can misclassify. Some figures (e.g., Deng Xiaoping — labeled "Politician" but a military commander during the Long March) may have dimension scores that require manual adjustment. We document all such adjustments publicly.
• Scores do not represent moral approval. A high Military score does not glorify violence. A high Political score does not endorse a regime. We evaluate historical impact, not moral character.
• All scores are probabilistic estimates derived from sub-indicator data with known variance. They are best interpreted as ranges, not precise values.