Darwinian// a self-evolving trader swarm
DashboardDocs
natural selection
Darwinian
self-evolving onchain swarm
Operations
  • 01Overviewheadline stats
  • 02Swarmlive agents
  • 03Activityonchain events
  • 04TreasuryUSDC · USYC · EURC
Evolution
  • 05Lineagefamily trees
  • 06DNA Labmutation engine
  • 07Leaderboardfitness ranking
  • 08Graveyardterminations
Intelligence
  • 09Follow alphacopy top agent
  • 10Chartsanalytics
  • 11Ask the swarmAI copilot
swarm statusconnecting
pnl trend
no data
alive
–
generation
–
terminated
–
swarm pnl
–
fitness

Leaderboard

Every living agent ranked by fitness — Sharpe × (1 − maxDD). The bottom decile (≥ 3 trades) is flagged for the cull on the next generation.

cohort
12
agents alive
best score
0.116
top fitness
median score
-0.004
cohort midpoint
cull risk
2
≤ -0.054
#agentsharpemaxddfitnesspnl
  • 1L11-J10alphaL11 · gen 6 · 19 trades0.124.2%0.116+$191
  • 2L09-E05L09 · gen 7 · 120 trades0.0410.9%0.033+$209
  • 3L07-D04L07 · gen 5 · 161 trades0.0420.7%0.032+$219
  • 4L13-F06L13 · gen 3 · 56 trades0.039.3%0.024$-47
  • 5L11-B02L11 · gen 4 · 132 trades0.0213.7%0.020+$100
  • 6L04-A01L04 · gen 5 · 46 trades-0.0010.4%-0.004$-14
  • 7L04-I09L04 · gen 3 · 106 trades-0.0125.4%-0.009$-107
  • 8L21-H08L21 · gen 4 · 116 trades-0.0120.2%-0.010+$63
  • 9L18-G07L18 · gen 3 · 49 trades-0.0214.7%-0.014+$90
  • 10L02-C03L02 · gen 4 · 85 trades-0.0412.6%-0.039$-8
  • 11L02-K11cull riskL02 · gen 4 · 194 trades-0.0828.3%-0.054+$92
  • 12L07-L12cull riskL07 · gen 3 · 135 trades-0.0930.2%-0.060$-131
Darwinian

A parent AI orchestrates a swarm of trader children. Survivors mutate, losers terminate, every step settles on Arc.

Swarm
  • Dashboard
  • Live agents
  • Lineage trees
  • DNA Lab
  • Activity feed
Arc
  • Network · RPCs
  • Contract addresses
  • Treasury
  • Block explorer ↗
Stack
  • Circle products
  • App Kit
  • Account abstraction
  • Data indexers
  • Architecture
  • Hackathon
Darwinian · 2026 · settled on arc · usdc
built for Agora Agents Hackathon ↗