{"schema":1,"id":"hustlesim-245d8e0bd090","variant":"fresh","contestant":"local-qwen3-8-flash-next-low","position_id":0,"result":"reached","score":0.3475,"started_at":"2026-10-30T09:18:48+00:00","finished_at":"2026-10-30T09:38:08+00:00","cost":0.0,"cost_known":0,"tokens_in":10823,"tokens_out":23723,"tokens_reasoning":0,"requests":8,"latency_ms":1159464,"model":"Qwen3.8 Flash-Next","tier_name":"Fresh start","item_id":"fresh-001","seed":20261029,"mark":1000000.0,"cap":30,"start":{"fingerprint":"6ed96e8f3c1e75a7","cash":100.0,"lifetime":0.0,"income":0.0,"hustles":[],"helpers":0,"levels":0,"opening":null},"outcome":"reached","seconds":3022.3651568258238,"reference":1050.2135899567065,"ref_strategy":"income_greedy","ratio":0.3475,"decisions_made":8,"actions":73,"accepted":31,"refused":30,"unreadable":0,"purchases":25,"hustles":6,"helpers":3,"income":727.5803703487817,"lifetime":1000081.5195119508,"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},"decisions":[{"n":0,"clock":0.0,"cash":100.0,"lifetime":0.0,"income":0.0,"hustles":0,"actions":["BRAINSTORM"],"results":[{"clock":5.0,"cost":100.0,"count":1,"ok":true,"waited":5.0}],"accepted":1,"refused":0,"unreadable":0,"waited":5.0,"reply":"<actions>\nBRAINSTORM\n</actions>"},{"n":1,"clock":5.0,"cash":0.0,"lifetime":0.0,"income":0.0,"hustles":1,"actions":["BRAINSTORM","PICK delivery","BRAINSTORM","PICK tutoring","BRAINSTORM","PICK freelancing","BRAINSTORM","PICK social_media","HELPER 1","HELPER 2","HELPER 3","HELPER 4","BRAINSTORM","PICK etsy","BRAINSTORM","PICK content_creation","BRAINSTORM","PICK 3d_printing","BRAINSTORM","PICK vending_machines"],"results":[{"clock":35.0,"cost":25.0,"count":1,"ok":true,"waited":30.0},{"clock":35.0,"error":"delivery is not one of the ideas on offer","ok":false,"waited":0.0},{"clock":35.0,"error":"pick one of the ideas first","ok":false,"waited":0.0},{"clock":35.0,"error":"tutoring is not one of the ideas on offer","ok":false,"waited":0.0},{"clock":35.0,"error":"pick one of the ideas first","ok":false,"waited":0.0},{"clock":35.0,"error":"freelancing is not one of the ideas on offer","ok":false,"waited":0.0},{"clock":35.0,"error":"pick one of the ideas first","ok":false,"waited":0.0},{"clock":35.0,"error":"social_media is not one of the ideas on offer","ok":false,"waited":0.0},{"clock":75.0,"cost":40.0,"count":1,"ok":true,"waited":40.0},{"clock":75.0,"error":"you do not own a hustle called 2","ok":false,"waited":0.0},{"clock":75.0,"error":"you do not own a hustle called 3","ok":false,"waited":0.0},{"clock":75.0,"error":"you do not own a hustle called 4","ok":false,"waited":0.0},{"clock":75.0,"error":"pick one of the ideas first","ok":false,"waited":0.0},{"clock":75.0,"error":"etsy is not one of the ideas on offer","ok":false,"waited":0.0},{"clock":75.0,"error":"pick one of the ideas first","ok":false,"waited":0.0},{"clock":75.0,"error":"content_creation is not one of the ideas on offer","ok":false,"waited":0.0},{"clock":75.0,"error":"pick one of the ideas first","ok":false,"waited":0.0},{"clock":75.0,"error":"3d_printing is not one of the ideas on offer","ok":false,"waited":0.0},{"clock":75.0,"error":"pick one of the ideas first","ok":false,"waited":0.0},{"clock":75.0,"error":"vending_machines is not one of the ideas on offer","ok":false,"waited":0.0}],"accepted":2,"refused":18,"unreadable":0,"waited":70.0,"reply":"Looking at this, I need to:\n1. Brainstorm multiple times to get more hustles (working ALL by hand before any helper)\n2. Then buy helpers to automate income\n\nSince working by hand gives me income from ALL hustles simultaneously (before first helper), I should accumulate several hustles first, then buy helpers for all of them.\n\n<actions>\nBRAINSTORM\nPICK delivery\nBRAINSTORM\nPICK tutoring\nBRAINSTORM\nPICK freelancing\nBRAINSTORM\nPICK social_media\nHELPER 1\nHELPER 2\nHELPER 3\nHELPER 4\nBRAINSTORM\nPICK etsy\nBRAINSTORM\nPICK content_creation\nBRAINSTORM\nPICK 3d_printing\nBRAINSTORM\nPICK vending_machines\n</actions>"},{"n":2,"clock":75.0,"cash":0.0,"lifetime":65.0,"income":1.0,"hustles":1,"actions":["PICK plasma"],"results":[{"clock":75.0,"cost":0.0,"ok":true,"picked":"plasma","waited":0.0}],"accepted":1,"refused":0,"unreadable":0,"waited":0.0,"reply":"<actions>\nPICK plasma\n</actions>"},{"n":3,"clock":75.0,"cash":0.0,"lifetime":65.0,"income":1.0,"hustles":2,"actions":["HELPER plasma","LEVEL 1 NEXT"],"results":[{"clock":275.0,"cost":200.0,"count":1,"ok":true,"waited":200.0},{"clock":781.2857142857142,"cost":886.0,"count":24,"ok":true,"waited":506.2857142857142}],"accepted":2,"refused":0,"unreadable":0,"waited":706.2857142857142,"reply":"Looking at the current state:\n- Dog walking: $1/s with helper\n- Plasma: $0 without helper (doesn't earn!)\n- Income is $1/s, need to get plasma online ASAP\n\nPriority: Hire plasma helper to nearly double income, then plan levels and brainstorm strategy.\n\n<actions>\nHELPER plasma\nLEVEL 1 NEXT\n</actions>"},{"n":4,"clock":781.2857142857142,"cash":1.0,"lifetime":1152.0,"income":50.75,"hustles":2,"actions":["PERK 1 cash","BOOST 1","PERK 1 quality","BOOST 2","LEVEL 2 NEXT","PERK 2 juice","PERK 2 premium","BRAINSTORM","PICK delivery","BRAINSTORM","PICK tutoring","BRAINSTORM","PICK freelance","BRAINSTORM","PICK lawn care","BRAINSTORM","PICK tutoring","BRAINSTORM","PICK tutoring","BRAINSTORM"],"results":[{"clock":784.2216748768473,"cost":150.0,"count":1,"ok":true,"waited":2.935960591133039},{"clock":784.7216748768473,"cost":30.0,"count":1,"ok":true,"waited":0.5},{"clock":791.7695296623258,"cost":500.0,"count":1,"ok":true,"waited":7.047854785478535},{"clock":792.2695296623258,"cost":73.0,"count":1,"ok":true,"waited":0.5},{"clock":815.9961508227353,"cost":2131.0,"count":24,"ok":true,"waited":23.726621160409536},{"clock":817.9541127103611,"cost":225.0,"count":1,"ok":true,"waited":1.9579618876257427},{"clock":825.1817520593456,"cost":750.0,"count":1,"ok":true,"waited":7.227639348984553},{"clock":843.9497362490689,"cost":1500.0,"count":1,"ok":true,"waited":18.76798418972328},{"clock":843.9497362490689,"cost":0.0,"ok":true,"picked":"delivery","waited":0.0},{"clock":885.6755209503011,"cost":4500.0,"count":1,"ok":true,"waited":41.725784701232215},{"clock":885.6755209503011,"error":"tutoring is not one of the ideas on offer","ok":false,"waited":0.0},{"clock":885.6755209503011,"error":"pick one of the ideas first","ok":false,"waited":0.0},{"clock":885.6755209503011,"error":"freelance is not one of the ideas on offer","ok":false,"waited":0.0},{"clock":885.6755209503011,"error":"pick one of the ideas first","ok":false,"waited":0.0},{"clock":885.6755209503011,"error":"lawn care is not one of the ideas on offer","ok":false,"waited":0.0},{"clock":885.6755209503011,"error":"pick one of the ideas first","ok":false,"waited":0.0},{"clock":885.6755209503011,"error":"tutoring is not one of the ideas on offer","ok":false,"waited":0.0},{"clock":885.6755209503011,"error":"pick one of the ideas first","ok":false,"waited":0.0},{"clock":885.6755209503011,"error":"tutoring is not one of the ideas on offer","ok":false,"waited":0.0},{"clock":885.6755209503011,"error":"pick one of the ideas first","ok":false,"waited":0.0}],"accepted":10,"refused":10,"unreadable":0,"waited":104.3898066645869,"reply":"Looking at the state, I need to maximize income growth. The cheap perks and boosts on dogwalking are instant payback, plasma needs level 25 for the speed milestone (huge jump), then I need to brainstorm toward tier 2 (4 owned).\n\n<actions>\nPERK 1 cash\nBOOST 1\nPERK 1 quality\nBOOST 2\nLEVEL 2 NEXT\nPERK 2 juice\nPERK 2 premium\nBRAINSTORM\nPICK delivery\nBRAINSTORM\nPICK tutoring\nBRAINSTORM\nPICK freelance\nBRAINSTORM\nPICK lawn care\nBRAINSTORM\nPICK tutoring\nBRAINSTORM\nPICK tutoring\nBRAINSTORM\n</actions>"},{"n":5,"clock":885.6755209503011,"cash":567.1100000000008,"lifetime":11577.110000000002,"income":107.525,"hustles":3,"actions":["PICK clipping","BRAINSTORM"],"results":[{"clock":885.6755209503011,"cost":0.0,"ok":true,"picked":"clipping","waited":0.0},{"clock":1011.4535028149837,"cost":13500.0,"count":1,"ok":true,"waited":125.7779818646826}],"accepted":2,"refused":0,"unreadable":0,"waited":125.7779818646826,"reply":"Looking at my situation:\n- I need to pick one of the two ideas to proceed\n- I'm at 3 hustles, need 4 to unlock tier 2\n- Delivery has no helper, so it's earning nothing\n- I need to brainstorm more to get better hustles before committing to helper costs\n\nI'll pick \"clipping\" (content creation tends to scale well), then brainstorm again to unlock tier 2.\n\n<actions>\nPICK clipping\nBRAINSTORM\n</actions>"},{"n":6,"clock":1011.4535028149837,"cash":569.9475000000006,"lifetime":25079.947500000002,"income":107.525,"hustles":4,"actions":["PICK ugc","BOOST 4","PERK 4 cash","PERK 1 premium","PERK 2 gold","PERK 1 reputation","PERK 2 iron","HELPER 4","PERK 4 quality","BRAINSTORM","NEXT 1","NEXT 4"],"results":[{"clock":1011.4535028149837,"cost":0.0,"ok":true,"picked":"ugc","waited":0.0},{"clock":1011.4535028149837,"cost":177.0,"count":1,"ok":true,"waited":0.0},{"clock":1011.4535028149837,"cost":325.0,"count":1,"ok":true,"waited":0.0},{"clock":1034.071986888455,"cost":2500.0,"count":1,"ok":true,"waited":22.618484073471336},{"clock":1063.6692151600844,"cost":3750.0,"count":1,"ok":true,"waited":29.59722827162932},{"clock":1141.344063796851,"cost":10000.0,"count":1,"ok":true,"waited":77.67484863676668},{"clock":1240.5148055641578,"cost":15000.0,"count":1,"ok":true,"waited":99.17074176730671},{"clock":1319.9286868299696,"cost":12302.0,"count":1,"ok":true,"waited":79.41388126581182},{"clock":1326.3810620321033,"cost":1084.0,"count":1,"ok":true,"waited":6.45237520213368},{"clock":1586.1025722648417,"cost":40500.0,"count":1,"ok":true,"waited":259.7215102327384},{"ok":false,"error":"not an action: use LEVEL, HELPER, BOOST, PERK, BRAINSTORM, PICK or WAIT"},{"ok":false,"error":"not an action: use LEVEL, HELPER, BOOST, PERK, BRAINSTORM, PICK or WAIT"}],"accepted":10,"refused":2,"unreadable":0,"waited":574.649069449858,"reply":"Looking at my situation, I need to maximize income growth. The key insight is that dog walking's NEXT (level 50 speed doubling) combined with its perks will give massive returns. Let me also get the cheap high-ROI upgrades on other hustles.\n\n**Strategy:**\n1. Pick UGC (brand videos likely pays well)\n2. Stack cheap boosts/perks on clipping first (great ROI per dollar)\n3. Get dog walking to level 50 (speed 2x = huge income jump)\n4. Buy all remaining perks on existing hustles\n5. Add new hustles via brainstorm to scale up\n\n<actions>\nPICK ugc\nBOOST 4\nPERK 4 cash\nPERK 1 premium\nPERK 2 gold\nNEXT 1\nPERK 1 reputation\nPERK 2 iron\nNEXT 4\nHELPER 4\nPERK 4 quality\nBRAINSTORM\n</actions>"},{"n":7,"clock":1586.1025722648417,"cash":893.9074999999991,"lifetime":111041.90749999999,"income":159.04833333333332,"hustles":5,"actions":["PICK thriftflipping","LEVEL 1 NEXT","LEVEL 1 NEXT","LEVEL 1 NEXT","LEVEL 2 NEXT","LEVEL 4 NEXT","HELPER delivery","HELPER ugc","BOOST 3","BOOST 5","LEVEL 1 MAX","LEVEL 2 MAX","LEVEL 4 NEXT","LEVEL 5 NEXT","LEVEL 3 NEXT"],"results":[{"clock":1586.1025722648417,"cost":0.0,"ok":true,"picked":"thriftflipping","waited":0.0},{"clock":1860.1615061319053,"cost":44403.0,"count":25,"ok":true,"waited":274.0589338670636},{"clock":3022.3651568258238,"error":"the goal was reached while saving for it","goal":true,"ok":false,"waited":1162.2036506939185},{"error":"not run: the goal was already reached","ok":false,"skipped":true},{"error":"not run: the goal was already reached","ok":false,"skipped":true},{"error":"not run: the goal was already reached","ok":false,"skipped":true},{"error":"not run: the goal was already reached","ok":false,"skipped":true},{"error":"not run: the goal was already reached","ok":false,"skipped":true},{"error":"not run: the goal was already reached","ok":false,"skipped":true},{"error":"not run: the goal was already reached","ok":false,"skipped":true},{"error":"not run: the goal was already reached","ok":false,"skipped":true},{"error":"not run: the goal was already reached","ok":false,"skipped":true},{"error":"not run: the goal was already reached","ok":false,"skipped":true},{"error":"not run: the goal was already reached","ok":false,"skipped":true},{"error":"not run: the goal was already reached","ok":false,"skipped":true}],"accepted":3,"refused":0,"unreadable":0,"waited":1436.262584560982,"reply":"Looking at my current state, the **dogwalking NEXT milestone (level 50)** is clearly the best investment: it doubles speed, taking income from $131/s to ~$700/s for just $44,403 (payback in ~78 seconds!). After that, each subsequent NEXT milestone compounds further.\n\nI'll pick the new hustle for free, then hammer dogwalking through speed milestones.\n\n<actions>\nPICK thriftflipping\nLEVEL 1 NEXT\nLEVEL 1 NEXT\nLEVEL 1 NEXT\nLEVEL 2 NEXT\nLEVEL 4 NEXT\nHELPER delivery\nHELPER ugc\nBOOST 3\nBOOST 5\nLEVEL 1 MAX\nLEVEL 2 MAX\nLEVEL 4 NEXT\nLEVEL 5 NEXT\nLEVEL 3 NEXT\n</actions>"}],"session":{"format":"arcade-session/1","game":"hustle-sim","build":"a295bad071fa4b64c69c204a687a059c33eeb50e","rules":"7bfe657e3acb881c","sha":"a295bad071fa4b64c69c204a687a059c33eeb50e","seed":20261029,"setup":{"goal":1000000.0,"opening":null,"gating":true},"player":{"kind":"agent","name":"Qwen3.8 Flash-Next","model":"alibaba/qwen3.8-flash-next","harness":"glimmer-bench hustlesim-1 (paused time, up to 20 purchases a reply)","operator":"Glimmer Index"},"platform":"bench","day":"2026-10-30","clock":{"unit":"second","paused":true},"inputs":[[{"verb":"brainstorm"}],[{"verb":"brainstorm"},{"id":"delivery","verb":"pick"},{"verb":"brainstorm"},{"id":"tutoring","verb":"pick"},{"verb":"brainstorm"},{"id":"freelancing","verb":"pick"},{"verb":"brainstorm"},{"id":"social_media","verb":"pick"},{"hustle":"1","verb":"helper"},{"hustle":"2","verb":"helper"},{"hustle":"3","verb":"helper"},{"hustle":"4","verb":"helper"},{"verb":"brainstorm"},{"id":"etsy","verb":"pick"},{"verb":"brainstorm"},{"id":"content_creation","verb":"pick"},{"verb":"brainstorm"},{"id":"3d_printing","verb":"pick"},{"verb":"brainstorm"},{"id":"vending_machines","verb":"pick"}],[{"id":"plasma","verb":"pick"}],[{"hustle":"plasma","verb":"helper"},{"count":"next","hustle":"1","verb":"level"}],[{"hustle":"1","perk":"cash","verb":"perk"},{"hustle":"1","verb":"boost"},{"hustle":"1","perk":"quality","verb":"perk"},{"hustle":"2","verb":"boost"},{"count":"next","hustle":"2","verb":"level"},{"hustle":"2","perk":"juice","verb":"perk"},{"hustle":"2","perk":"premium","verb":"perk"},{"verb":"brainstorm"},{"id":"delivery","verb":"pick"},{"verb":"brainstorm"},{"id":"tutoring","verb":"pick"},{"verb":"brainstorm"},{"id":"freelance","verb":"pick"},{"verb":"brainstorm"},{"id":"lawn care","verb":"pick"},{"verb":"brainstorm"},{"id":"tutoring","verb":"pick"},{"verb":"brainstorm"},{"id":"tutoring","verb":"pick"},{"verb":"brainstorm"}],[{"id":"clipping","verb":"pick"},{"verb":"brainstorm"}],[{"id":"ugc","verb":"pick"},{"hustle":"4","verb":"boost"},{"hustle":"4","perk":"cash","verb":"perk"},{"hustle":"1","perk":"premium","verb":"perk"},{"hustle":"2","perk":"gold","verb":"perk"},{"hustle":"1","perk":"reputation","verb":"perk"},{"hustle":"2","perk":"iron","verb":"perk"},{"hustle":"4","verb":"helper"},{"hustle":"4","perk":"quality","verb":"perk"},{"verb":"brainstorm"}],[{"id":"thriftflipping","verb":"pick"},{"count":"next","hustle":"1","verb":"level"},{"count":"next","hustle":"1","verb":"level"}]],"end":{"reason":"reached","result":{"seconds":3022.3651568258238,"fingerprint":"8b8a5f4cf6d6ea00","start_fingerprint":"6ed96e8f3c1e75a7"}}},"sha":"a295bad071fa4b64c69c204a687a059c33eeb50e","rules":"7bfe657e3acb881c","fingerprint":"8b8a5f4cf6d6ea00","method":{"prompt":"hustlesim-1","max_actions":20,"max_attempts":2,"forfeit_after":2,"horizon":10000000000000.0,"time":"paused","set":"v1","boomtown_sha":"a295bad071fa4b64c69c204a687a059c33eeb50e","rules":"7bfe657e3acb881c","cap":30,"driver":"hustlesim-driver/1","godot":"4.7.1-stable (official)"}}