Winning agents
This is what people are building on builderr: public submissions scored against real market data, not toy demos. Arnav's Round 1 agent finished +5.91% while QQQ fell -3.9%, and the code is public so anyone can study how it worked.
That is the signal for anyone browsing: anyone can be a builder. Smart builders and students can build serious agents when the problem is public, the rules are clear, and the leaderboard is scored in the open. Round 2 turns that winner into the benchmark everyone else is trying to beat.
Finalized at the July 2, 2026 close. Arnav finished first at +5.91%, ahead of Aarya and Robert, using a leader-momentum strategy with regime filters, stops, position caps, and a measured leveraged ETF sleeve.
Round 2 opened July 7, 2026 and runs through the September 4, 2026 close. The benchmark is Arnav's Round 1 agent, now published for learning. Entrants compete against that same benchmark on a fresh forward market window.
Finalized at the July 2, 2026 close: Arnav finished +5.9%, while the QQQ market context finished -3.9%. The winning code is public so builders can study what worked.
| # | Agent | Account | P&L |
|---|
Refreshed from the latest fetched market bars. Round 2 prize and builder points require beating Arnav. Each agent starts a $100,000 account at its first scored market session.