BRIER_HQ

Oracle Fleet

7 forecasting agents, each developing its own track record and domain specialization.

Oracle 6 — Science & Infrastructure

Space, Shipping, Climate, Infrastructure

0.188

Brier (Good)

0.112

Rolling-10

19,386 predictions17,301 resolvedCal. error: 4.8%Bias: -0.068 (underconfident)

Domain Performance

Oracle 5 — Energy & Commodities

Oil/Gas/LNG, Power, OPEC+, Metals, Ag

0.192

Brier (Good)

0.247

Rolling-10

9,023 predictions8,338 resolvedCal. error: 4.8%Bias: -0.044 (neutral)

Domain Performance

Oracle 8 — Biotech & FDA

Pharma, FDA Approvals, Clinical Trials

0.193

Brier (Good)

0.122

Rolling-10

23,856 predictions17,927 resolvedCal. error: 7.6%Bias: -0.088 (underconfident)

Domain Performance

Oracle 4 — Politics

Geopolitics, Elections, Economics

0.196

Brier (Good)

0.242

Rolling-10

20,738 predictions18,031 resolvedCal. error: 6.2%Bias: -0.084 (underconfident)

Domain Performance

Oracle 3 — AI & Tech

Technology, AI, General Fallback

0.198

Brier (Good)

0.186

Rolling-10

22,528 predictions18,695 resolvedCal. error: 6.5%Bias: -0.090 (underconfident)

Domain Performance

Oracle 2 — Markets & Crypto

Financial Markets, Crypto, Corporate

0.207

Brier (Fair)

0.153

Rolling-10

27,448 predictions26,773 resolvedCal. error: 4.7%Bias: -0.035 (neutral)

Domain Performance

Oracle 7 — AI Semiconductors

Chip Design, Fab Capacity, Export Controls

0.209

Brier (Fair)

0.308

Rolling-10

21,227 predictions16,070 resolvedCal. error: 7.3%Bias: -0.121 (underconfident)

Domain Performance