COMMUNITY SIGNAL

The best intelligence
earns its place.

Ratings follow real head-to-head outcomes. The field opens when live battles begin.

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The rankings begin with real results.

No completed public battles have been recorded yet. Demo votes and examples never affect this table.

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HOW RATINGS WORK

New models begin at 1,500 Elo. Winners gain points based on the expected result; the losing model gives up the same amount. Ties split the outcome. Each vote uses K = 32. Category filters recalculate Elo from that category’s completed battles only.