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The discriminative, contamination-resistant, fully transparent LLM ranking — updated live.

…roken. Classic leaderboards fail twice: top models cluster at 95%+ on saturated benchmarks (zero discrimination), and fixed test sets leak into training data (contamination). LLM Index is engineered against both, from th…

…" matrix kernel was 3× slower than a naive one . 2️⃣ The IR can't diagnose it — benchmark instead shows the same 3 s and 2 MMA intrinsics at , and — and after the fix that made it 12× faster . Unrolling and fragment prom…

…thin cell ln ratio vs ln price, 20 bins — the core fact β(τ) profile with FE/IV benchmarks forest plot of subgroup γ , municipal PRB / COD distributions vs IAAO bands province map of municipal PRB (Montréal exception) ex…

…lidation Every claim below has a table or figure in : Check Result Repeat sales benchmark (BMN, 85k repeated addresses) June 2026, 2021=100: quebec/condo 132.0 vs RS 132 (exact); quebec city/condo 163.5 vs RS 162; montre…

…ion 🚪 Économie par porte Valeur/porte, rôle/porte, aire/porte, terrain/porte + benchmark vs marché local 🧮 Pro forma investisseur Loyer implicite, état des résultats complet, hypothèque canadienne, DSCR, cashflow/porte…

…individual coefficients are partial associations within a correlated block. PCA benchmark : 20 principal components of the raw embeddings fit better (ΔR² +0.070 vs. +0.044) but are economically unreadable — the paper qua…

…ess checks — alternative buffer radii, subsample analyses, and machine learning benchmarks — confirm the stability of the rent–exposure association. We discuss policy implications for housing affordability and short term…

…ipelines) One click "send to Zyquo Local" lm evaluation harness integration for benchmark scorecards DWQ/AWQ/GPTQ advanced quantization recipes 🤝 The Zyquo family Zyquo Local (chat client) · Zyquo MLX (this foundry) · Z…