{"schema":1,"generated_at":"2026-10-29T23:08:26+00:00","method":{"prompt":"hustlesim-1","max_actions":20,"max_attempts":2,"forfeit_after":2,"horizon":10000000000000.0,"time":"paused","set":"v1","per_tier":2,"max_per_tier":60,"boomtown_sha":"a295bad071fa4b64c69c204a687a059c33eeb50e","rules":"7bfe657e3acb881c","godot":"4.7.1-stable (official)","driver":"hustlesim-driver/1","actions_per_reply":20,"deliberate":["income_greedy","breadth","depth","cheapest","manager_first","perk_rush","speed_rush"],"controls":["random_1","random_2","random_3"]},"tiers":[{"key":"fresh","name":"Fresh start","mark":1000000.0,"cap":30,"start":"A new run: the $100 gift, no hustles","needs":"From nothing to $1M earned","opening":null,"best_median":1050.2135899567065,"best_replies":5.0,"best_purchases":130.0},{"key":"takeover","name":"Takeover","mark":1000000000.0,"cap":60,"start":"An unguided player's run at its first $1M","needs":"From $1M to $1B earned, on somebody else's board","opening":1000000.0,"best_median":30273.5026128479,"best_replies":21.5,"best_purchases":608.0},{"key":"empire","name":"Empire","mark":1000000000000.0,"cap":80,"start":"An unguided player's run at its first $1B","needs":"From $1B to $1T earned: the deep ladder","opening":1000000000.0,"best_median":485737.2644260265,"best_replies":44.0,"best_purchases":1265.5}],"references":[{"id":"income_greedy","name":"Best income per dollar","description":"Always buys whatever raises income most per dollar spent. The optimiser's answer.","control":false,"score":100.0,"score_low":75.5,"score_high":124.5,"tiers":{"fresh":{"n":2,"score":100.0,"median_seconds":1050.2135899567065,"reached":2,"best_of":2},"takeover":{"n":2,"score":99.9,"median_seconds":30296.831178242443,"reached":2,"best_of":1},"empire":{"n":2,"score":100.0,"median_seconds":485835.44517075503,"reached":2,"best_of":0}}},{"id":"depth","name":"Deepen first","description":"Drives the newest hustle to the level-25 speed milestone before looking for another.","control":false,"score":93.7,"score_low":68.2,"score_high":119.1,"tiers":{"fresh":{"n":2,"score":88.3,"median_seconds":1189.4055471295728,"reached":2,"best_of":0},"takeover":{"n":2,"score":92.7,"median_seconds":32871.62810459934,"reached":2,"best_of":1},"empire":{"n":2,"score":100.0,"median_seconds":485737.2644260265,"reached":2,"best_of":2}}},{"id":"cheapest","name":"Cheapest thing available","description":"Buys the lowest-priced option on the board. The default behaviour of someone not optimising.","control":false,"score":71.0,"score_low":43.5,"score_high":98.5,"tiers":{"fresh":{"n":2,"score":59.3,"median_seconds":1770.6761441072208,"reached":2,"best_of":0},"takeover":{"n":2,"score":69.7,"median_seconds":43431.13970060942,"reached":2,"best_of":0},"empire":{"n":2,"score":84.0,"median_seconds":578232.6902423888,"reached":2,"best_of":0}}},{"id":"speed_rush","name":"Chase speed milestones","description":"Pushes its best earner to levels 25, 50 and 100 ahead of anything else.","control":false,"score":23.8,"score_low":0.0,"score_high":51.0,"tiers":{"fresh":{"n":2,"score":39.4,"median_seconds":2668.2912147390034,"reached":2,"best_of":0},"takeover":{"n":2,"score":16.2,"median_seconds":355685.3136975345,"reached":2,"best_of":0},"empire":{"n":2,"score":16.0,"median_seconds":4113680.3121088077,"reached":2,"best_of":0}}},{"id":"perk_rush","name":"Perks before levels","description":"Buys every affordable perk before spending on levels.","control":false,"score":3.1,"score_low":0.0,"score_high":28.1,"tiers":{"fresh":{"n":2,"score":0.3,"median_seconds":342642.13566099847,"reached":2,"best_of":0},"takeover":{"n":2,"score":0.6,"median_seconds":5384025.896289045,"reached":2,"best_of":0},"empire":{"n":2,"score":8.5,"median_seconds":6311274.146442916,"reached":2,"best_of":0}}},{"id":"manager_first","name":"Automate everything","description":"Managers and boosts on every hustle before any levels.","control":false,"score":1.7,"score_low":0.0,"score_high":26.4,"tiers":{"fresh":{"n":2,"score":2.1,"median_seconds":50132.80745748509,"reached":2,"best_of":0},"takeover":{"n":2,"score":2.4,"median_seconds":1246682.670537181,"reached":2,"best_of":0},"empire":{"n":2,"score":0.5,"median_seconds":105629812.36109307,"reached":2,"best_of":0}}},{"id":"breadth","name":"Collect first","description":"Brainstorms the moment it can afford to, upgrading only enough to pay for the next one.","control":false,"score":1.4,"score_low":0.0,"score_high":26.1,"tiers":{"fresh":{"n":2,"score":1.7,"median_seconds":62148.103238310694,"reached":2,"best_of":0},"takeover":{"n":2,"score":2.0,"median_seconds":1517479.1765542633,"reached":2,"best_of":0},"empire":{"n":2,"score":0.4,"median_seconds":128835435.20952311,"reached":2,"best_of":0}}},{"id":"random_3","name":"Unguided (seed 3)","description":"Third random control.","control":true,"score":1.3,"score_low":0.0,"score_high":26.0,"tiers":{"fresh":{"n":2,"score":2.3,"median_seconds":45062.03661925861,"reached":2,"best_of":0},"takeover":{"n":2,"score":0.5,"median_seconds":5621667.215509701,"reached":2,"best_of":0},"empire":{"n":2,"score":0.9,"median_seconds":51955851.90164694,"reached":2,"best_of":0}}},{"id":"random_1","name":"Unguided (seed 1)","description":"Picks at random among affordable options. The control: strategy should beat this.","control":true,"score":1.1,"score_low":0.0,"score_high":25.8,"tiers":{"fresh":{"n":2,"score":1.6,"median_seconds":66659.65140099695,"reached":2,"best_of":0},"takeover":{"n":2,"score":0.7,"median_seconds":4968903.665660478,"reached":2,"best_of":0},"empire":{"n":2,"score":1.2,"median_seconds":42413815.18360277,"reached":2,"best_of":0}}},{"id":"random_2","name":"Unguided (seed 2)","description":"Second random control.","control":true,"score":0.9,"score_low":0.0,"score_high":25.5,"tiers":{"fresh":{"n":2,"score":0.7,"median_seconds":142044.81944444444,"reached":2,"best_of":0},"takeover":{"n":2,"score":1.2,"median_seconds":2475297.7605361566,"reached":2,"best_of":0},"empire":{"n":2,"score":0.6,"median_seconds":82614134.14761278,"reached":2,"best_of":0}}}],"items":[{"id":"fresh-001","tier":"fresh","k":0,"seed":20261029,"mark":1000000.0,"cap":30,"opening":null,"start":{"cash":100.0,"lifetime":0.0,"income":0.0,"hustles":[],"helpers":0},"best":{"strategy":"income_greedy","seconds":1050.2135899567065,"purchases":130,"replies":5},"strategies":{"income_greedy":1050.2135899567065,"breadth":62134.23197648879,"depth":1189.4055471295728,"cheapest":1770.365626941678,"manager_first":50124.61396917459,"perk_rush":342642.13566099847,"speed_rush":2668.2912147390034,"random_1":66581.73727847217,"random_2":142044.81944444444,"random_3":45061.799783790586},"n":5,"mean_score":68.5},{"id":"fresh-002","tier":"fresh","k":1,"seed":20261030,"mark":1000000.0,"cap":30,"opening":null,"start":{"cash":100.0,"lifetime":0.0,"income":0.0,"hustles":[],"helpers":0},"best":{"strategy":"income_greedy","seconds":1050.2135899567065,"purchases":130,"replies":5},"strategies":{"income_greedy":1050.2135899567065,"breadth":62161.974500132594,"depth":1189.4055471295728,"cheapest":1770.9866612727637,"manager_first":50141.0009457956,"perk_rush":342642.13566099847,"speed_rush":2668.2912147390034,"random_1":66737.56552352174,"random_2":142044.81944444444,"random_3":45062.27345472663},"n":0,"mean_score":null},{"id":"takeover-001","tier":"takeover","k":0,"seed":2000,"mark":1000000000.0,"cap":60,"opening":{"strategy":"random_2000","mark":1000000.0},"start":{"cash":416245.445625,"lifetime":1000026.445625,"income":35.80713541666667,"hustles":["dogwalking","plasma","delivery","thriftflipping","clipping"],"helpers":4},"best":{"strategy":"depth","seconds":30244.700046193146,"purchases":580,"replies":20},"strategies":{"income_greedy":30291.35717698223,"breadth":1412313.4155862876,"depth":30244.700046193146,"cheapest":42987.59127542707,"manager_first":1157329.1986556267,"perk_rush":5250744.673029293,"speed_rush":110713.56289604657,"random_1":6257495.0434377445,"random_2":2572078.3957117926,"random_3":5566580.843994483},"n":5,"mean_score":45.5},{"id":"takeover-002","tier":"takeover","k":1,"seed":2001,"mark":1000000000.0,"cap":60,"opening":{"strategy":"random_2001","mark":1000000.0},"start":{"cash":161264.53078000003,"lifetime":1000040.5307799998,"income":48.970595,"hustles":["dogwalking","plasma","clipping","delivery","ugc","thriftflipping","lawnmowing"],"helpers":5},"best":{"strategy":"income_greedy","seconds":30302.305179502655,"purchases":636,"replies":23},"strategies":{"income_greedy":30302.305179502655,"breadth":1622644.937522239,"depth":35498.55616300553,"cheapest":43874.68812579177,"manager_first":1336036.1424187352,"perk_rush":5517307.119548796,"speed_rush":600657.0644990224,"random_1":3680312.287883213,"random_2":2378517.125360521,"random_3":5676753.587024918},"n":0,"mean_score":null},{"id":"empire-001","tier":"empire","k":0,"seed":3000,"mark":1000000000000.0,"cap":80,"opening":{"strategy":"random_3000","mark":1000000000.0},"start":{"cash":60989307.851437144,"lifetime":1000000290.8514377,"income":351.2377504892486,"hustles":["dogwalking","plasma","delivery","thriftflipping","clipping","affiliate","ugc","lawnmowing"],"helpers":7},"best":{"strategy":"depth","seconds":505285.5449949503,"purchases":1311,"replies":42},"strategies":{"income_greedy":505321.27064216323,"breadth":142674086.1607509,"depth":505285.5449949503,"cheapest":582635.1223757174,"manager_first":115676806.8045025,"perk_rush":4530482.378148565,"speed_rush":6275733.077124665,"random_1":38326242.63366346,"random_2":104864683.41933994,"random_3":54444976.43610425},"n":5,"mean_score":26.2},{"id":"empire-002","tier":"empire","k":1,"seed":3001,"mark":1000000000000.0,"cap":80,"opening":{"strategy":"random_3001","mark":1000000000.0},"start":{"cash":16275275.39589243,"lifetime":1000000478.3958925,"income":1278.8574234053383,"hustles":["dogwalking","plasma","clipping","thriftflipping","ugc","affiliate","delivery","streamer","lawnmowing","furnitureflipping"],"helpers":10},"best":{"strategy":"depth","seconds":466188.9838571027,"purchases":1220,"replies":46},"strategies":{"income_greedy":466349.61969934683,"breadth":114996784.25829534,"depth":466188.9838571027,"cheapest":573830.2581090601,"manager_first":95582817.91768365,"perk_rush":8092065.914737268,"speed_rush":1951627.547092951,"random_1":46501387.733542085,"random_2":60363584.875885636,"random_3":49466727.36718963},"n":0,"mean_score":null}],"contestants":[{"id":"codex-gpt-6-astra-medium","model_id":"openai/gpt-6-astra","name":"GPT-6 Astra","lab":"openai","provider":"codex","route":"gpt-6-astra","effort":"medium","released":"2026-09-03","open_weights":false,"games":3,"expected":6,"aborted":0,"off_rules":0,"complete_set":false,"score":64.9,"score_low":32.6,"score_high":97.3,"tiers":{"fresh":{"n":1,"reached":1,"coasted":0,"forfeit":0,"never":0,"median_seconds":1238.3638226224598,"best_median":1050.2135899567065,"slowdown":1.18,"decisions":13.0,"score":84.8},"takeover":{"n":1,"reached":1,"coasted":0,"forfeit":0,"never":0,"median_seconds":51645.14085341914,"best_median":30244.700046193146,"slowdown":1.71,"decisions":23.0,"score":58.6},"empire":{"n":1,"reached":1,"coasted":0,"forfeit":0,"never":0,"median_seconds":981939.1258597001,"best_median":505285.5449949503,"slowdown":1.94,"decisions":27.0,"score":51.5}},"outcomes":{"reached":3,"coasted":0,"forfeit":0,"never":0},"reached":3,"beat_best":0,"slowdown":1.58,"vs_strategies":{"income_greedy":{"runs":3,"faster":0},"breadth":{"runs":3,"faster":3},"depth":{"runs":3,"faster":0},"cheapest":{"runs":3,"faster":1},"manager_first":{"runs":3,"faster":3},"perk_rush":{"runs":3,"faster":3},"speed_rush":{"runs":3,"faster":3},"random_1":{"runs":3,"faster":3},"random_2":{"runs":3,"faster":3},"random_3":{"runs":3,"faster":3}},"decisions":63,"decisions_per_game":21.0,"actions":465,"actions_per_decision":7.38,"refused":0,"refused_rate":0.0,"refused_per_decision":0.0,"unreadable_rate":0.0,"retries":0,"truncated_rate":0.0,"purchases":442,"cost_known":true,"cost_total":4.9449,"cost_per_game":1.6483,"requests":63,"tokens_in_per_decision":12150,"tokens_out_per_decision":167,"tokens_reasoning_per_decision":113,"seconds_per_decision":17.0,"model_minutes_per_game":6.0,"last_game":"2026-10-29T21:44:34+00:00","game_list":[{"id":"hustlesim-e41b1c6dcd79","tier":"empire","k":0,"outcome":"reached","ratio":0.5146,"seconds":981939.1258597001,"reference":505285.5449949503,"decisions":27,"refused":0,"cost":1.9475620000000002,"finished_at":"2026-10-29T21:44:34+00:00"},{"id":"hustlesim-9a64243e3c7f","tier":"takeover","k":0,"outcome":"reached","ratio":0.5856,"seconds":51645.14085341914,"reference":30244.700046193146,"decisions":23,"refused":0,"cost":2.007926,"finished_at":"2026-10-29T21:14:35+00:00"},{"id":"hustlesim-a1dd7763b200","tier":"fresh","k":0,"outcome":"reached","ratio":0.8481,"seconds":1238.3638226224598,"reference":1050.2135899567065,"decisions":13,"refused":0,"cost":0.989386,"finished_at":"2026-10-29T21:04:14+00:00"}]},{"id":"codex-gpt-6-luna-medium","model_id":"openai/gpt-6-luna","name":"GPT-6 Luna","lab":"openai","provider":"codex","route":"gpt-6-luna","effort":"medium","released":"2026-09-22","open_weights":false,"games":3,"expected":6,"aborted":0,"off_rules":0,"complete_set":false,"score":29.2,"score_low":0.0,"score_high":61.2,"tiers":{"fresh":{"n":1,"reached":1,"coasted":0,"forfeit":0,"never":0,"median_seconds":1765.447136925425,"best_median":1050.2135899567065,"slowdown":1.68,"decisions":11.0,"score":59.5},"takeover":{"n":1,"reached":1,"coasted":0,"forfeit":0,"never":0,"median_seconds":112546.19760642429,"best_median":30244.700046193146,"slowdown":3.72,"decisions":8.0,"score":26.9},"empire":{"n":1,"reached":1,"coasted":0,"forfeit":0,"never":0,"median_seconds":37125607.32227563,"best_median":505285.5449949503,"slowdown":73.53,"decisions":19.0,"score":1.4}},"outcomes":{"reached":3,"coasted":0,"forfeit":0,"never":0},"reached":3,"beat_best":0,"slowdown":7.72,"vs_strategies":{"income_greedy":{"runs":3,"faster":0},"breadth":{"runs":3,"faster":3},"depth":{"runs":3,"faster":0},"cheapest":{"runs":3,"faster":1},"manager_first":{"runs":3,"faster":3},"perk_rush":{"runs":3,"faster":2},"speed_rush":{"runs":3,"faster":1},"random_1":{"runs":3,"faster":3},"random_2":{"runs":3,"faster":3},"random_3":{"runs":3,"faster":3}},"decisions":38,"decisions_per_game":12.7,"actions":103,"actions_per_decision":2.71,"refused":4,"refused_rate":0.0388,"refused_per_decision":0.11,"unreadable_rate":0.0,"retries":0,"truncated_rate":0.0,"purchases":84,"cost_known":true,"cost_total":0.0341,"cost_per_game":0.0114,"requests":38,"tokens_in_per_decision":11886,"tokens_out_per_decision":348,"tokens_reasoning_per_decision":322,"seconds_per_decision":6.5,"model_minutes_per_game":1.4,"last_game":"2026-10-29T21:09:33+00:00","game_list":[{"id":"hustlesim-4c641471519a","tier":"empire","k":0,"outcome":"reached","ratio":0.0136,"seconds":37125607.32227563,"reference":505285.5449949503,"decisions":19,"refused":3,"cost":0.014611500000000001,"finished_at":"2026-10-29T21:09:33+00:00"},{"id":"hustlesim-1356fdf9a230","tier":"takeover","k":0,"outcome":"reached","ratio":0.2687,"seconds":112546.19760642429,"reference":30244.700046193146,"decisions":8,"refused":0,"cost":0.00904174,"finished_at":"2026-10-29T21:01:02+00:00"},{"id":"hustlesim-d2b6a1f19cea","tier":"fresh","k":0,"outcome":"reached","ratio":0.5949,"seconds":1765.447136925425,"reference":1050.2135899567065,"decisions":11,"refused":1,"cost":0.010452860000000001,"finished_at":"2026-10-29T20:53:32+00:00"}]},{"id":"codex-gpt-6-sol-medium","model_id":"openai/gpt-6-sol","name":"GPT-6 Sol","lab":"openai","provider":"codex","route":"gpt-6-sol","effort":"medium","released":"2026-09-22","open_weights":false,"games":3,"expected":6,"aborted":0,"off_rules":0,"complete_set":false,"score":62.2,"score_low":29.9,"score_high":94.5,"tiers":{"fresh":{"n":1,"reached":1,"coasted":0,"forfeit":0,"never":0,"median_seconds":1199.2972883067816,"best_median":1050.2135899567065,"slowdown":1.14,"decisions":16.0,"score":87.6},"takeover":{"n":1,"reached":1,"coasted":0,"forfeit":0,"never":0,"median_seconds":67119.72322377008,"best_median":30244.700046193146,"slowdown":2.22,"decisions":15.0,"score":45.1},"empire":{"n":1,"reached":1,"coasted":0,"forfeit":0,"never":0,"median_seconds":938007.8148687296,"best_median":505285.5449949503,"slowdown":1.86,"decisions":31.0,"score":53.9}},"outcomes":{"reached":3,"coasted":0,"forfeit":0,"never":0},"reached":3,"beat_best":0,"slowdown":1.68,"vs_strategies":{"income_greedy":{"runs":3,"faster":0},"breadth":{"runs":3,"faster":3},"depth":{"runs":3,"faster":0},"cheapest":{"runs":3,"faster":1},"manager_first":{"runs":3,"faster":3},"perk_rush":{"runs":3,"faster":3},"speed_rush":{"runs":3,"faster":3},"random_1":{"runs":3,"faster":3},"random_2":{"runs":3,"faster":3},"random_3":{"runs":3,"faster":3}},"decisions":62,"decisions_per_game":20.7,"actions":260,"actions_per_decision":4.19,"refused":0,"refused_rate":0.0,"refused_per_decision":0.0,"unreadable_rate":0.0,"retries":0,"truncated_rate":0.0,"purchases":235,"cost_known":true,"cost_total":0.9839,"cost_per_game":0.328,"requests":62,"tokens_in_per_decision":12235,"tokens_out_per_decision":694,"tokens_reasoning_per_decision":654,"seconds_per_decision":20.9,"model_minutes_per_game":7.2,"last_game":"2026-10-29T21:25:05+00:00","game_list":[{"id":"hustlesim-59c372c9bf7e","tier":"empire","k":0,"outcome":"reached","ratio":0.5387,"seconds":938007.8148687296,"reference":505285.5449949503,"decisions":31,"refused":0,"cost":0.526038,"finished_at":"2026-10-29T21:25:05+00:00"},{"id":"hustlesim-91afa3b5520c","tier":"takeover","k":0,"outcome":"reached","ratio":0.4506,"seconds":67119.72322377008,"reference":30244.700046193146,"decisions":15,"refused":0,"cost":0.235404,"finished_at":"2026-10-29T21:10:18+00:00"},{"id":"hustlesim-ac2504ade5f7","tier":"fresh","k":0,"outcome":"reached","ratio":0.8757,"seconds":1199.2972883067816,"reference":1050.2135899567065,"decisions":16,"refused":0,"cost":0.22248760000000004,"finished_at":"2026-10-29T21:03:10+00:00"}]},{"id":"codex-gpt-6-1-sol-medium","model_id":"openai/gpt-6.1-sol","name":"GPT-6.1 Sol","lab":"openai","provider":"codex","route":"gpt-6.1-sol","effort":"medium","released":"2026-09-29","open_weights":false,"games":3,"expected":6,"aborted":0,"off_rules":0,"complete_set":false,"score":35.0,"score_low":3.2,"score_high":66.8,"tiers":{"fresh":{"n":1,"reached":1,"coasted":0,"forfeit":0,"never":0,"median_seconds":1322.834448161784,"best_median":1050.2135899567065,"slowdown":1.26,"decisions":10.0,"score":79.4},"takeover":{"n":1,"reached":1,"coasted":0,"forfeit":0,"never":0,"median_seconds":158161.23669368046,"best_median":30244.700046193146,"slowdown":5.23,"decisions":13.0,"score":19.1},"empire":{"n":1,"reached":1,"coasted":0,"forfeit":0,"never":0,"median_seconds":7783598.614962669,"best_median":505285.5449949503,"slowdown":15.41,"decisions":10.0,"score":6.5}},"outcomes":{"reached":3,"coasted":0,"forfeit":0,"never":0},"reached":3,"beat_best":0,"slowdown":4.66,"vs_strategies":{"income_greedy":{"runs":3,"faster":0},"breadth":{"runs":3,"faster":3},"depth":{"runs":3,"faster":0},"cheapest":{"runs":3,"faster":1},"manager_first":{"runs":3,"faster":3},"perk_rush":{"runs":3,"faster":2},"speed_rush":{"runs":3,"faster":1},"random_1":{"runs":3,"faster":3},"random_2":{"runs":3,"faster":3},"random_3":{"runs":3,"faster":3}},"decisions":33,"decisions_per_game":11.0,"actions":233,"actions_per_decision":7.06,"refused":0,"refused_rate":0.0,"refused_per_decision":0.0,"unreadable_rate":0.0,"retries":0,"truncated_rate":0.0,"purchases":209,"cost_known":true,"cost_total":0.6852,"cost_per_game":0.2284,"requests":33,"tokens_in_per_decision":12302,"tokens_out_per_decision":334,"tokens_reasoning_per_decision":277,"seconds_per_decision":15.4,"model_minutes_per_game":2.8,"last_game":"2026-10-29T21:24:47+00:00","game_list":[{"id":"hustlesim-3007db2570e8","tier":"empire","k":0,"outcome":"reached","ratio":0.0649,"seconds":7783598.614962669,"reference":505285.5449949503,"decisions":10,"refused":0,"cost":0.1536068,"finished_at":"2026-10-29T21:24:47+00:00"},{"id":"hustlesim-324d26522590","tier":"takeover","k":0,"outcome":"reached","ratio":0.1912,"seconds":158161.23669368046,"reference":30244.700046193146,"decisions":13,"refused":0,"cost":0.3166704,"finished_at":"2026-10-29T21:17:04+00:00"},{"id":"hustlesim-e09f7c29ed0b","tier":"fresh","k":0,"outcome":"reached","ratio":0.7939,"seconds":1322.834448161784,"reference":1050.2135899567065,"decisions":10,"refused":0,"cost":0.214882,"finished_at":"2026-10-29T21:07:48+00:00"}]},{"id":"codex-gpt-6-1-terra-medium","model_id":"openai/gpt-6.1-terra","name":"GPT-6.1 Terra","lab":"openai","provider":"codex","route":"gpt-6.1-terra","effort":"medium","released":"2026-10-26","open_weights":false,"games":3,"expected":6,"aborted":0,"off_rules":0,"complete_set":false,"score":42.4,"score_low":10.2,"score_high":74.5,"tiers":{"fresh":{"n":1,"reached":1,"coasted":0,"forfeit":0,"never":0,"median_seconds":3340.187732535625,"best_median":1050.2135899567065,"slowdown":3.18,"decisions":12.0,"score":31.4},"takeover":{"n":1,"reached":1,"coasted":0,"forfeit":0,"never":0,"median_seconds":38915.05889873949,"best_median":30244.700046193146,"slowdown":1.29,"decisions":25.0,"score":77.7},"empire":{"n":1,"reached":1,"coasted":0,"forfeit":0,"never":0,"median_seconds":2821193.3438467495,"best_median":505285.5449949503,"slowdown":5.58,"decisions":22.0,"score":17.9}},"outcomes":{"reached":3,"coasted":0,"forfeit":0,"never":0},"reached":3,"beat_best":0,"slowdown":2.84,"vs_strategies":{"income_greedy":{"runs":3,"faster":0},"breadth":{"runs":3,"faster":3},"depth":{"runs":3,"faster":0},"cheapest":{"runs":3,"faster":1},"manager_first":{"runs":3,"faster":3},"perk_rush":{"runs":3,"faster":3},"speed_rush":{"runs":3,"faster":2},"random_1":{"runs":3,"faster":3},"random_2":{"runs":3,"faster":3},"random_3":{"runs":3,"faster":3}},"decisions":59,"decisions_per_game":19.7,"actions":231,"actions_per_decision":3.92,"refused":0,"refused_rate":0.0,"refused_per_decision":0.0,"unreadable_rate":0.0,"retries":0,"truncated_rate":0.0,"purchases":207,"cost_known":true,"cost_total":0.303,"cost_per_game":0.101,"requests":59,"tokens_in_per_decision":12079,"tokens_out_per_decision":131,"tokens_reasoning_per_decision":98,"seconds_per_decision":4.9,"model_minutes_per_game":1.6,"last_game":"2026-10-29T21:04:55+00:00","game_list":[{"id":"hustlesim-0fcf60dfa1a3","tier":"empire","k":0,"outcome":"reached","ratio":0.1791,"seconds":2821193.3438467495,"reference":505285.5449949503,"decisions":22,"refused":0,"cost":0.11180960000000001,"finished_at":"2026-10-29T21:04:55+00:00"},{"id":"hustlesim-8cf657537018","tier":"takeover","k":0,"outcome":"reached","ratio":0.7772,"seconds":38915.05889873949,"reference":30244.700046193146,"decisions":25,"refused":0,"cost":0.1301026,"finished_at":"2026-10-29T20:56:02+00:00"},{"id":"hustlesim-cb77e89caf1c","tier":"fresh","k":0,"outcome":"reached","ratio":0.3144,"seconds":3340.187732535625,"reference":1050.2135899567065,"decisions":12,"refused":0,"cost":0.061071600000000004,"finished_at":"2026-10-29T20:52:23+00:00"}]}],"queued":["alibaba/qwen3.5-9b","alibaba/qwen3.8-27b","alibaba/qwen3.8-flash-next","anthropic/claude-fable-5-1","anthropic/claude-haiku-5-5","anthropic/claude-opus-5-5","anthropic/claude-sonnet-5-5","google/gemma-3-4b","mistral/ministral-3-8b","openai/gpt-oss-20b"],"totals":{"games":15,"cost":6.95,"aborted":0,"reached":15,"decisions":255}}