The discriminative, contamination-resistant, fully transparent LLM ranking — updated live.
TypeScript 77.9%
TeX 15.2%
Python 3.7%
SQL 1.4%
JavaScript 1.1%
Shell 0.5%
-
Wed, Aug 5, 2026 1
-
docs: methodology white paper (17-page LaTeX + PDF + BibTeX)
…
Full technical white paper: benchmark failure analysis, design principles, 2PL IRT and Bradley-Terry mathematics, robustness metrics, score structure and interpretation guide, governance, limitations, comparison table, roadmap, 33 academic references. Compiles with latexmk -pdf. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
-