{ "model_version": 3, "status": "source-informed estimated ticks, not native game measurements", "reference_source": "https://github.com/MengLeiFudge/TFWR_Simulator/blob/55514a27d14a3819e28577bb4e1b027beb4d7887/references/DecompiledSource/Core/Core.decompiled.cs", "language_weights": { "assignment": 0, "augmented_assignment": 1, "return": 0, "if_test": 1, "while_setup": 1, "while_test": 0, "for_setup": 1, "for_iteration": 0, "arithmetic": 1, "unary": 0, "comparison": 1, "membership": 1, "boolean_op": 1, "index_read": 1, "index_write": 1, "container_creation": 1, "method_call": 1, "function_call": 0, "builtin_len_range": 1, "pass": 1 }, "assumptions": [ "Executed AST operations counted dynamically, preserving operand short circuiting.", "No simulator/oracle validation or CPython wall time is charged.", "Source snapshot: assignments/direct calls/unary/returns/iterations cost 0; loops cost 1 per entry.", "Scalar arithmetic/comparison/index/if/binary boolean/len/range cost 1.", "List literals cost max(1,length); dict literals 1+length; append costs 1.", "Integer dict keys assumed size 1 for membership/index/write/pop.", "Position queries and measure cost 1; movement modeled separately.", "Dinosaur ticks recurrence T=T-floor(T*0.03), initial 400, first leg 388, eventual floor 33.", "Funded rounds: decay applied on the first move departing each apple.", "List pop(i) costs length_before-i: base 1 plus shifted slots.", "Extra profiles vary language costs, movement and pop costs to test sensitivity; they are not game rules.", "Round setup, cleanup and common outer-loop work excluded; route setup counted separately.", "Seeds do not produce identical apple locations across strategies; uniform-free-cell RNG is a model.", "Public third-party source snapshot has not been checked against the installed game build." ], "sources": { "old": { "path": "/root/dev/turblog/dinosaur_32_baseline.py", "sha256": "cc9807bcb1f19c3f30365150b8ca65426416c659928420ee65ccbe912a1882c1", 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"estimated_ticks": 6313633.0, "language_ticks": 1386150.0, "api_query_ticks": 1024, "movement_ticks": 4926459, "list_pop_shift_ticks": 0 }, "language_double_sensitivity": { "estimated_ticks": 10472083, "language_ticks": 5544600, "api_query_ticks": 1024, "movement_ticks": 4926459, "list_pop_shift_ticks": 0 }, "constant_200_stress": { "estimated_ticks": 29814924, "language_ticks": 2772300, "api_query_ticks": 1024, "movement_ticks": 27041600, "list_pop_shift_ticks": 0 }, "constant_time_pop_stress": { "estimated_ticks": 7699783, "language_ticks": 2772300, "api_query_ticks": 1024, "movement_ticks": 4926459, "list_pop_shift_ticks": 0 } }, "host_seconds_not_game_time": 0.6570278853178024 } ], "summary": { "source_costs": { "old": { "completed": 20, "attempted": 20, "mean_estimated_ticks": 97389215.85 }, "new": { "completed": 20, "attempted": 20, "mean_estimated_ticks": 14397019.5 }, "light": { "completed": 20, "attempted": 20, "mean_estimated_ticks": 7515989.4 }, "new_over_old": 0.14782970962795774, "light_over_old": 0.07717476041265406, "light_over_full_cycle": 0.5220517621720245 }, "language_half_sensitivity": { "old": { "completed": 20, "attempted": 20, "mean_estimated_ticks": 84686988.525 }, "new": { "completed": 20, "attempted": 20, "mean_estimated_ticks": 14118801.15 }, "light": { "completed": 20, "attempted": 20, "mean_estimated_ticks": 6164652.475 }, "new_over_old": 0.16671747804365558, "light_over_old": 0.07279338399404962, "light_over_full_cycle": 0.4366271901917111 }, "language_double_sensitivity": { "old": { "completed": 20, "attempted": 20, "mean_estimated_ticks": 122793670.5 }, "new": { "completed": 20, "attempted": 20, "mean_estimated_ticks": 14953456.2 }, "light": { "completed": 20, "attempted": 20, "mean_estimated_ticks": 10218663.25 }, "new_over_old": 0.12177709273703972, "light_over_old": 0.08321815944088096, "light_over_full_cycle": 0.6833646424831205 }, "constant_200_stress": { "old": { "completed": 20, "attempted": 20, "mean_estimated_ticks": 119136704.3 }, "new": { "completed": 20, "attempted": 20, "mean_estimated_ticks": 53072260.7 }, "light": { "completed": 20, "attempted": 20, "mean_estimated_ticks": 29263477.85 }, "new_over_old": 0.4454736347780606, "light_over_old": 0.24562940549632112, "light_over_full_cycle": 0.5513893221058888 }, "constant_time_pop_stress": { "old": { "completed": 20, "attempted": 20, "mean_estimated_ticks": 30887668.85 }, "new": { "completed": 20, "attempted": 20, "mean_estimated_ticks": 14397019.5 }, "light": { "completed": 20, "attempted": 20, "mean_estimated_ticks": 7515989.4 }, "new_over_old": 0.4661089695669927, "light_over_old": 0.24333300892663515, "light_over_full_cycle": 0.5220517621720245 } }, "model_sha256": "59e6b85c6b422af658f11dda92c36ff44fa4600b3d6ca3905096fdde16149f5d", "validation": "All 20 seeds completed for all three algorithms. Baseline and light have identical per-apple move-count histograms for every seed. Same shortcut policy retains known growth dead ends." }