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LBJLincoln26/nba-llm-trading-floor

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App README

Nomos42 Real LLM Trading Floor

10 AI agents compete on 1257 NBA games (2025-26 season). Each agent is a real LLM that reasons about odds, standings, form, and track record.

Agents (verified 2026-04-13)

#AgentModelProviderPersonalityRisk
T1Gemini Flashgemini-2.5-flashGoogleAnalytical0.60
T2Gemini 3 Flashgemini-3-flash-previewGoogleDiversified0.50
T3Qwen 3 235Bqwen-3-235bCerebrasQuantitative0.55
T4Llama 3.1 8Bllama3.1-8bCerebrasContrarian0.65
T5GLM 4.5 Airglm-4.5-airOpenRouterConservative0.40
T6GPT-OSS 20Bgpt-oss-20bOpenRouterAggressive0.70
T7Gemma 4 26Bgemma-4-26bOpenRouterArbitrage0.75
T8Nemotron 120Bnemotron-3-super-120bOpenRouterTactical0.60
T9MiniMax M2.5minimax-m2.5OpenRouterTheoretical0.35
T10Qwen3 80Bqwen3-next-80bOpenRouterEnsemble0.50

API Endpoints

  • —GET /api/status — progress, running state, agent bankrolls
  • —POST /api/run — start/resume experiment
  • —POST /api/stop — graceful stop after current game
  • —POST /api/mutate — change agent params mid-experiment
  • —POST /api/reset — reset bankrolls to $100
  • —GET /api/logs — per-agent decision log
  • —GET /api/leaderboard — current standings JSON

Architecture

Based on: TradingAgents (arXiv 2412.20138), Prediction Arena (2604.07355), DMAD anti-groupthink.