{
  "sources": [
    {
      "url": "https://raw.githubusercontent.com/jiayaoqijia/amm-challenge-yq/main/README.md",
      "quote": "Official leaderboard score: **523.21** on [ammchallenge.com](https://www.ammchallenge.com/)."
    },
    {
      "url": "https://raw.githubusercontent.com/jiayaoqijia/amm-challenge-yq/main/scripts/benchmark.py",
      "quote": "        avg_edge = result.total_edge_a / args.sims"
    },
    {
      "url": "https://raw.githubusercontent.com/horacepan/amm-challenge/main/amm_competition/competition/config.py",
      "quote": "    n_simulations=99,\n    n_steps=10000,"
    },
    {
      "url": "https://api.github.com/repos/horacepan/amm-challenge/compare/6b6921f8d463314aa7c96234e1be25a25245f704...main",
      "quote": "\"status\":\"behind\",\"ahead_by\":0,\"behind_by\":2,\"total_commits\":0,\"commits\":[],\"files\":[]"
    },
    {
      "url": "https://www.paradigm.xyz/puzzles/amm",
      "quote": "Strategies ranked by average edge"
    },
    {
      "url": "https://www.paradigm.xyz/puzzles/amm/about",
      "quote": "Your strategy shares the market with a default 30bps AMM."
    },
    {
      "url": "https://www.paradigm.xyz/puzzles/api-docs",
      "quote": "Leaderboards and other read endpoints need no authentication."
    },
    {
      "url": "https://www.paradigm.xyz/puzzles/api/v1/leaderboard?limit=1000",
      "quote": "\"avgEdge\":528.3992637207801,\"avgEdgeVsBaseline\":184.64284849010386"
    },
    {
      "url": "https://www.paradigm.xyz/puzzles/api/v1/submissions/bee5b6be-f27c-4262-8106-b4118494f9a1",
      "quote": "\"averageBidFee\":0.0030000000000001024,\"averageAskFee\":0.0030000000000001024"
    },
    {
      "url": "https://www.paradigm.xyz/puzzles/api/v1/submissions/9cbc7e2c-baea-45d1-9bcd-213065433142",
      "quote": "\"avgEdge\":364.06477012966434,\"avgEdgeVsBaseline\":-81.89513455837528"
    },
    {
      "url": "https://www.paradigm.xyz/puzzles/api/v1/submissions/601d8da2-8a6e-48b0-81ec-9f45a5807ffd",
      "quote": "\"avgEdge\":374.63589818588986,\"avgEdgeVsBaseline\":-139.2120599774026"
    },
    {
      "url": "https://raw.githubusercontent.com/benedictbrady/amm-challenge/6b6921f8d463314aa7c96234e1be25a25245f704/amm_competition/competition/config.py",
      "quote": "    gbm_sigma_min=0.000882,\n    gbm_sigma_max=0.001008,\n    vary_gbm_sigma=True,"
    },
    {
      "url": "https://raw.githubusercontent.com/benedictbrady/amm-challenge/6b6921f8d463314aa7c96234e1be25a25245f704/amm_competition/competition/match.py",
      "quote": "            edge_a = rust_result.edges.get(\"submission\", 0.0)"
    },
    {
      "url": "https://raw.githubusercontent.com/benedictbrady/amm-challenge/6b6921f8d463314aa7c96234e1be25a25245f704/amm_competition/cli.py",
      "quote": "    avg_edge = result.total_edge_a / n_simulations"
    },
    {
      "url": "https://raw.githubusercontent.com/benedictbrady/amm-challenge/6b6921f8d463314aa7c96234e1be25a25245f704/amm_sim_rs/src/simulation/engine.rs",
      "quote": "                    *entry += -arb_result.profit;"
    },
    {
      "url": "https://raw.githubusercontent.com/benedictbrady/amm-challenge/6b6921f8d463314aa7c96234e1be25a25245f704/README.md",
      "quote": "250-350 edge"
    },
    {
      "url": "https://api.github.com/repos/benedictbrady/amm-challenge/compare/6b6921f8d463314aa7c96234e1be25a25245f704...main",
      "quote": "\"status\":\"identical\",\"ahead_by\":0,\"behind_by\":0,\"total_commits\":0,\"commits\":[],\"files\":[]"
    },
    {
      "url": "https://raw.githubusercontent.com/dipankar/amm-challenge/main/ANALYSIS.md",
      "quote": "Reference: [jiayaoqijia/amm-challenge-yq](https://github.com/jiayaoqijia/amm-challenge-yq) (scores ~523.21 locally)"
    },
    {
      "url": "https://www.linkedin.com/pulse/amm-fee-challenge-notes-from-our-run-optimization-arena-qe3ff",
      "quote": "recomputed the leaderboard with new seeds."
    },
    {
      "url": "https://api.github.com/repos/benedictbrady/amm-challenge/commits/9f53c7b879bff34234611f17d84db076c68a59d2",
      "quote": "Increase default competition simulations to 1000"
    }
  ]
}