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(5)","edge":"+513.63"},{"rank":"270","handle":"@newwalleye3","strategy":"Bayesian Fair-Price Skew","edge":"+513.55"},{"rank":"271","handle":"@_vu","strategy":"sferp","edge":"+513.33"},{"rank":"272","handle":"@yummyatemoney","strategy":"aafsomeness","edge":"+512.88"},{"rank":"273","handle":"@test8282928","strategy":"GetMogged","edge":"+512.74"},{"rank":"274","handle":"@OnchainNomad","strategy":"DualDM","edge":"+512.72"},{"rank":"275","handle":"@ImmuTiaras","strategy":"QCIS","edge":"+512.72"},{"rank":"276","handle":"@laurentiajwoo","strategy":"SigmaAdaptive","edge":"+512.24"},{"rank":"277","handle":"@at_vinicius","strategy":"Rookie Edge","edge":"+512.17"},{"rank":"278","handle":"@RkicyS","strategy":"Fair-Price Tracker v3","edge":"+511.81"},{"rank":"279","handle":"@PiccoGabriele","strategy":"SmartSpreadAffine526","edge":"+511.30"},{"rank":"280","handle":"@jevgenijs","strategy":"Slightly better strategy","edge":"+511.20"},{"rank":"281","handle":"@JsonC123","strategy":"BlendQuote","edge":"+511.16"},{"rank":"282","handle":"@KAORUHYPNAGOGIA","strategy":"bunker1_muh_keys_2","edge":"+511.10"},{"rank":"283","handle":"@RyanOuyang_","strategy":"HybridTracker_v3Phase","edge":"+511.09"},{"rank":"284","handle":"@sy100x","strategy":"DebiasedEWMA","edge":"+510.53"},{"rank":"285","handle":"@pruthvi_pmr","strategy":"BandCore_51_0_6","edge":"+510.16"},{"rank":"286","handle":"@malleshpai","strategy":"SlopAMM","edge":"+509.98"},{"rank":"287","handle":"@arawn_10","strategy":"arawnisback","edge":"+508.53"},{"rank":"288","handle":"@yashhsm","strategy":"DirEMA_v1000_szw600","edge":"+508.50"},{"rank":"289","handle":"@meb1300","strategy":"FairFilter","edge":"+508.40"},{"rank":"290","handle":"@jameshalldon","strategy":"fuckkkkkk","edge":"+508.03"},{"rank":"291","handle":"@marcuspangeth","strategy":"SqMomCond","edge":"+508.03"},{"rank":"292","handle":"@StackDigest","strategy":"🥶","edge":"+507.87"}],"rows_read":"747","rows_note":"All 747 entries were read from https://www.paradigm.xyz/puzzles/api/v1/leaderboard (?offset=0..700&limit=50; JSON \"total\":747, one best entry per author). The first 292 are listed here to keep this file under 30,000 bytes; edges are avgEdge rounded to 2 decimals and prefixed with +, the way the page https://www.paradigm.xyz/puzzles/amm shows them (e.g. +528.42). The server-rendered HTML page shows ranks 1-10 only (Page 1 of 75); those 10 match the API exactly.","scoring":{"simulations":"1000","steps":"10,000 per simulation","parameter_ranges":"per-step volatility sigma ~ U[0.088%, 0.101%]; retail arrivals Poisson(lambda), lambda ~ U[0.6, 1.0] per sim; order size LogNormal(mu, sigma=1.2) with mean ~ U[19, 21] in Y terms; direction buy/sell 50/50; competitor = fixed 30 bps normalizer AMM; gas limit 250,000 for afterInitialize and afterSwap; 32 storage slots; fees 0-1,000 bps","same_seeds_for_all":"unstated","same_seeds_note":"Neither page says whether every submission uses the same seeds. The repo README says only that local results may differ from submission scores due to different RNG seeds. Three @builtbyimd submissions in the submissions API, all \"imd.fun swarm (seat #32)\" between 2026-11-09T00:24 and 02:15 UTC, scored the identical 520.0536, which suggests a fixed server seed set without stating it. In the API, totalSimulations is 1000 for 746 rows and 500 for one row.","closes":"unstated: no close date or deadline found on the board, about, chart or API-docs pages","sources":["https://www.paradigm.xyz/puzzles/amm","https://www.paradigm.xyz/puzzles/amm/about","https://www.paradigm.xyz/puzzles/amm/leaderboard-chart","https://www.paradigm.xyz/puzzles/api-docs","https://www.paradigm.xyz/puzzles/api/v1/leaderboard","https://raw.githubusercontent.com/benedictbrady/amm-challenge/main/README.md"]},"brief_numbers_check":{"first":"Confirmed for 2026-11-10: 1st is @Ponxter \"Tide v10\" at +528.42 (avgEdge 528.4152345795172, submitted 2026-11-10T00:47:33Z) [https://www.paradigm.xyz/puzzles/api/v1/leaderboard]. The brief's 528.40 (2026-11-09) matches the then-leader @0xMai \"Curvance.com\", 528.3993, leader since Nov 6, 2026 on the chart page [https://www.paradigm.xyz/puzzles/amm/leaderboard-chart]; it is now 2nd.","tenth":"Confirmed: 10th is @ujiuifs \"v5\" at +525.38; 9th is @cybergenesis621 \"Morphogenetically Mogged\" at +526.78; ranks 1-8 lie between +528.10 and +528.42 [https://www.paradigm.xyz/puzzles/api/v1/leaderboard]. The brief's 524.66 is now @frok_ai \"mevmogger\" at rank 13.","ib_rank":"IB = submission \"imd.fun swarm (seat #1059)\" by @builtbyimd, 2026-11-09T17:10:16Z, avgEdge 522.0013 [https://www.paradigm.xyz/puzzles/api/v1/submissions]. It no longer appears as a board row because the board shows one best entry per author and @builtbyimd's best is now TellMinLookup. At 522.00, IB would sit 23rd today, between rank 22 @artemis_onchain \"hehe\" +522.05 and rank 23 @afinkek +521.98. That is 20th plus the three entries above it that were submitted on 2026-11-10 (ranks 3, 4 and 5 were created that day).","ib_edge":"522.00 confirmed (522.0013) [https://www.paradigm.xyz/puzzles/api/v1/submissions]","builtbyimd_entry":"Confirmed: rank 4, @builtbyimd, \"TellMinLookup\", +528.30 (528.3025, created 2026-11-10T14:39:46Z, 14 attempts) [https://www.paradigm.xyz/puzzles/api/v1/leaderboard]. A later @builtbyimd submission \"imd.fun swarm (seat #39)\" scored 528.1088 at 14:46:39Z and is not the board row [https://www.paradigm.xyz/puzzles/api/v1/submissions]."},"writeups":[{"who":"@houseofjiao (rank 17, \"— permanent underclass below this line —\", +522.40)","url":"https://github.com/houseofjiao/amm-challenge","method":"A copy of the challenge repo whose contracts/src/Strategy.sol (named \"category.xyz\", last pushed 2026-02-12, before the board entry of 2026-07-31) is a hand-tuned dynamic fee. It is built from decayed estimates of fair price (pHat), volatility, arrival rate, trade size and a \"toxicity\" signal, with commit messages such as \"Optimize toxicity detection for +0.28 edge improvement: Edge 525.50\" (https://api.github.com/repos/houseofjiao/amm-challenge/commits). There is no prose write-up, and it is unconfirmed that this file is the board entry."}],"writeups_note":"No write-up, thread or method description was found for any other top-25 entrant. Searches: web search for handles plus the challenge, and the GitHub repository search \"amm-challenge\" (76 repos). Repos not by top-25 board handles were found (jiayaoqijia/amm-challenge-yq, dipankar/amm-challenge) and are not listed. identity-md-launches/goal-3094-take-network-1st-paradigm-s is this network's own trunk and is not an outside write-up. X/Twitter was not searched: it needs a login.","could_not_read":["the leaderboard chart graphic itself (rendered client-side; its \"Leader History\" table was read)","any close date or deadline (not stated on any page read)","whether all entries use the same seeds (not stated)","X/Twitter threads of entrants (login required; not attempted)","rows 293-747 are omitted from this file only for size; they were read"],"limitations":"One reading, at about 15:22 UTC on 2026-11-10. The board changes often: 4 of the top 30 were submitted that day. Edges here are 2-decimal roundings of the API avgEdge, matching the page display. The IB rank of 23rd is an insertion estimate, not a displayed row. The method for @houseofjiao is read from code constants and commit messages, not a write-up."}