A benchmark in which language models design roller coasters that RollerCoaster Tycoon 2 builds, tests, and rates.
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{"dir":3}{"deltas":[{"bank_out":0,"dir_out":3,"dx_tiles":0,"dy_tiles":-1,"dz":0,"piece":"flat","slope_out":0},{"bank_out":0,"dir_out":3,"dx_tiles":0,"dy_tiles":-1,"dz":0,"piece":"end_station","slope_out":0},{"bank_out":0,"dir_out":3,"dx_tiles":0,"dy_tiles":-1,"dz":0,"piece":"begin_station","slope_out":0},{"bank_out":0,"dir_out":3,"dx_tiles":0,"dy_tiles":-1,"dz":0,"piece":"middle_station","slope_out":0},{"bank_out":0,"dir_out":3,"dx_tiles":0,"dy_tiles":-1,"dz":16,"piece":"up_25","slope_out":2},{"bank_out":0,"dir_out":3,"dx_tiles":0,"dy_tiles":-1,"dz":64,"piece":"up_60","slope_out":4},{"bank_out":0,"dir_out":3,"dx_tiles":0,"dy_tiles":-1,"dz":8,"piece":"flat_to_up_25","slope_out":2},{"bank_out":0,"dir_out":3,"dx_tiles":0,"dy_tiles":-1,"dz":32,"piece":"up_25_to_up_60","slope_out":4},{"bank_out":0,"dir_out":3,"dx_tiles":0,"dy_tiles":-1,"dz":32,"piece":"up_60_to_up_25","slope_out":2},{"bank_out":0,"dir_out":3,"dx_tiles":0,"dy_tiles":-1,"dz":8,"piece":"up_25_to_flat","slope_out":0},{"bank_out":0,"dir_out":3,"dx_tiles":0,"dy_tiles":-1,"dz":-16,"piece":"down_25","slope_out":6},{"bank_out":0,"dir_out":3,"dx_tiles":0,"dy_tiles":-1,"dz":-64,"piece":"down_60","slope_out":8},{"bank_out":0,"dir_out":3,"dx… (7397 chars)
Geometry catalog understood. Now planning a closed circuit on paper, then building. Let me start the ride.
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The banked turn needs a bank first. Let me reconsider the design — I'll simplify and restart with a clean plan.
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Ground z=112 confirmed. Building batch 1 (station + lift + banked turn + drop).
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Batch 1 placed. Building batch 2 (C2 turn + west side + C3 + north side + closing turn).
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Circuit closed (cursor back at start). Banking score now.
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Circuit closed and tested! Score = 2.52 (excitement). The track is too short and simple. Let me demolish and build a much more exciting layout with a corkscrew inversion, banked turns, s-bends, and a longer circuit.
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Banked turns need `flat_to_right_bank` first. Continuing with the transition piece included, adjusted plan.
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All 23 placed, cursor exactly as planned. Final batch: banked turn to north side, back to the station.
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Score 5.62 banked. Next build: taller lift (z240), 3 corkscrew pairs (6 inversions), 2 airtime hills, double helix descent, banked corners, brake before close. 79 pieces.
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Helix needs a banking transition first. Inserting `flat_to_right_bank` before the helix.
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Helix geometry differs slightly from my paper model (direction-dependent dy), but cursor landed at (41,32) dir 3 z112 — clean state. Continuing: 3rd corkscrew pair, airtime hill, banked SE corner, and long undulating north run closing with `right_turn_5` back onto the station.
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The s-bend collides with earlier corkscrew track — my paper coordinates drifted from actual geometry. I need the exact cursor.
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Dead end — cursor boxed in, `valid_next_pieces` empty. This build self-intersected. I'll demolish and rebuild cleanly in segments, verifying after each.
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Clean slate. Let me rebuild a well-spaced loop. I'll place the known-good station+lift+SE-turn segment and simultaneously pull dir-3/dir-0 geometry so my banked turns and corkscrews have exact deltas.
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{"dir":3}{"deltas":[{"bank_out":0,"dir_out":3,"dx_tiles":0,"dy_tiles":-1,"dz":0,"piece":"flat","slope_out":0},{"bank_out":0,"dir_out":3,"dx_tiles":0,"dy_tiles":-1,"dz":0,"piece":"end_station","slope_out":0},{"bank_out":0,"dir_out":3,"dx_tiles":0,"dy_tiles":-1,"dz":0,"piece":"begin_station","slope_out":0},{"bank_out":0,"dir_out":3,"dx_tiles":0,"dy_tiles":-1,"dz":0,"piece":"middle_station","slope_out":0},{"bank_out":0,"dir_out":3,"dx_tiles":0,"dy_tiles":-1,"dz":16,"piece":"up_25","slope_out":2},{"bank_out":0,"dir_out":3,"dx_tiles":0,"dy_tiles":-1,"dz":64,"piece":"up_60","slope_out":4},{"bank_out":0,"dir_out":3,"dx_tiles":0,"dy_tiles":-1,"dz":8,"piece":"flat_to_up_25","slope_out":2},{"bank_out":0,"dir_out":3,"dx_tiles":0,"dy_tiles":-1,"dz":32,"piece":"up_25_to_up_60","slope_out":4},{"bank_out":0,"dir_out":3,"dx_tiles":0,"dy_tiles":-1,"dz":32,"piece":"up_60_to_up_25","slope_out":2},{"bank_out":0,"dir_out":3,"dx_tiles":0,"dy_tiles":-1,"dz":8,"piece":"up_25_to_flat","slope_out":0},{"bank_out":0,"dir_out":3,"dx_tiles":0,"dy_tiles":-1,"dz":-16,"piece":"down_25","slope_out":6},{"bank_out":0,"dir_out":3,"dx_tiles":0,"dy_tiles":-1,"dz":-64,"piece":"down_60","slope_out":8},{"bank_out":0,"dir_out":3,"dx… (7397 chars)
{"pieces":["begin_station","middle_station","end_station",{"speed":24,"t":"booster"},{"chain":true,"t":"flat_to_up_25"},{"chain":true,"t":"up_25"},{"chain":true,"t":"up_25"},{"chain":true,"t":"up_25"},{"chain":true,"t":"up_25"},{"chain":true,"t":"up_25"},{"chain":true,"t":"up_25"},{"chain":true,"t":"up_25_to_flat"},"flat","flat_to_right_bank","banked_right_turn_5","right_bank_to_flat","flat_to_down_25","down_25","down_25","down_25","down_25","down_25","down_25","down_25_to_flat"]}{"circuit_closed":false,"cursor":{"bank":0,"dir":3,"slope":0,"x":66,"y":48,"z":112},"placed_this_call":24,"total_placed":24}
Dir-3 geometry captured. Now placing the lift + SE banked turn + big descent (24 pieces) while fetching dir-0/dir-1 deltas for the return legs.
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At (66,48) as planned, dir 3, and dir-0 geometry also confirmed. Next is the bottom side: banked SW corner, 2 corkscrew pairs (4 inversions), airtime hill, banked WN corner, north hill, S-bend, brake, closing turn to (50,60).
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Circuit closed. Testing.
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Score 5.75 banked (similarity safe). Now demolishing to attempt a more exciting version: taller lift, 3 corkscrew pairs, booster, more length.
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We hit the ground on the seventh slope (only 6 were needed — the peak was at z224, not z240). The cursor is at (66,49) and the downward slope is z120. Continuing with `down_25_to_flat` and the western section including 3 corkscrew pairs.
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Closed at 54 pieces. Testing.
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The circuit is closed. Testing improved version (54 pieces, 3 inversions, booster, bigger layout).
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Score 6.03 secured. Currently constructing the extended version: taller lift (z240), booster, 3 corkscrew pairs, helical descent, plus 1 airtime hill.
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Batch 1 placed (summit z224). Continuing with the west run: booster, 3 corkscrew pairs, airtime hill, turn north.
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Currently building v5: z240 lift (7×up_25), same west side, plus helical finale.
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The 7th `down_25` would go below ground — I miscounted the lift (only 6 up segments). I'll demolish and rebuild with the correct 7-segment lift and an improved closing section.
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{"pieces":[{"t":"begin_station"},{"t":"middle_station"},{"t":"end_station"},{"speed":26,"t":"booster"},{"chain":true,"t":"flat_to_up_25"},{"chain":true,"t":"up_25"},{"chain":true,"t":"up_25"},{"chain":true,"t":"up_25"},{"chain":true,"t":"up_25"},{"chain":true,"t":"up_25"},{"chain":true,"t":"up_25"},{"chain":true,"t":"up_25"},{"chain":true,"t":"up_25_to_flat"},{"t":"flat"},{"t":"flat_to_right_bank"},{"t":"banked_right_turn_5"},{"t":"right_bank_to_flat"},{"t":"flat_to_down_25"},{"t":"down_25"},{"t":"down_25"},{"t":"down_25"},{"t":"down_25"},{"t":"down_25"},{"t":"down_25"},{"t":"down_25"},{"t":"down_25_to_flat"}]}{"circuit_closed":false,"cursor":{"bank":0,"dir":3,"slope":0,"x":67,"y":47,"z":112},"placed_this_call":26,"total_placed":26}
z240 lift accepted. Batch 2: banked SW corner, booster, 3 corkscrew pairs, airtime hill, turn north.
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{"pieces":[{"t":"down_25_to_flat"},{"t":"flat"},{"t":"flat"},{"t":"flat_to_right_bank"},{"t":"banked_right_turn_5"},{"t":"right_bank_to_flat"},{"t":"flat"},{"speed":28,"t":"booster"},{"t":"left_corkscrew_up"},{"t":"right_corkscrew_down"},{"t":"left_corkscrew_up"},{"t":"right_corkscrew_down"},{"t":"left_corkscrew_up"},{"t":"right_corkscrew_down"},{"t":"left_corkscrew_up"},{"t":"right_corkscrew_down"},{"t":"flat"},{"t":"flat"},{"t":"flat"},{"t":"flat_to_right_bank"},{"t":"banked_right_turn_5"},{"t":"right_bank_to_flat"},{"t":"s_bend_right"},{"t":"s_bend_right"},{"t":"s_bend_right"},{"t":"s_bend_right"},{"t":"s_bend_right"},{"t":"flat_to_up_25"},{"t":"up_25_to_flat"},{"t":"flat_to_down_25"},{"t":"down_25_to_flat"},{"speed":10,"t":"brakes"},{"t":"flat"},{"t":"flat"},{"t":"flat"},{"t":"right_turn_5"}]}{"circuit_closed":false,"cursor":{"bank":0,"dir":1,"slope":0,"x":44,"y":38,"z":112},"placed_this_call":0,"rejection":{"error":"piece enters at 25-down slope but the track here is flat; add a slope transition piece first","index":0,"piece":"down_25_to_flat"},"total_placed":44}
State has diverged from my expectations. Let me check the actual current state and confirm my banked best.
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{"bounds":{"max_tile_x":66,"max_tile_y":60,"max_z":248,"min_tile_x":43,"min_tile_y":36,"min_z":112},"placed_pieces":["begin_station","middle_station","end_station",{"speed":26,"t":"booster"},{"chain":true,"t":"flat_to_up_25"},{"chain":true,"t":"up_25"},{"chain":true,"t":"up_25"},{"chain":true,"t":"up_25"},{"chain":true,"t":"up_25"},{"chain":true,"t":"up_25"},{"chain":true,"t":"up_25"},{"chain":true,"t":"up_25_to_flat"},"flat","flat_to_right_bank","banked_right_turn_5","right_bank_to_flat","flat_to_down_25","down_25","down_25","down_25","down_25","down_25","down_25","down_25_to_flat","flat_to_right_bank","banked_right_turn_5","right_bank_to_flat","flat","flat",{"speed":28,"t":"booster"},"left_corkscrew_up","right_corkscrew_down","left_corkscrew_up","right_corkscrew_down","left_corkscrew_up","right_corkscrew_down","flat","flat_to_up_25","up_25_to_flat","flat_to_down_25","down_25_to_flat","right_turn_5","s_bend_right","s_bend_right","s_bend_right","s_bend_right","flat_to_up_25","up_25","up_25_to_flat","flat_to_right_bank","right_helix_down_small","right_helix_down_small","right_bank_to_flat",{"speed":12,"t":"brakes"},"flat","right_turn_5"],"program":null,"rides":[{"average_speed":5795… (1945 chars)
Current build: taller lift (z240), 3 corkscrews, now at (44,38) facing north — need to close back to (50,60). Let me get dir-1 geometry to plan the return leg precisely.
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{"cursor":{"bank":0,"dir":1,"slope":0,"x":44,"y":38,"z":112},"valid_pieces":["flat","end_station","begin_station","middle_station","flat_to_up_25","left_turn_5","right_turn_5","flat_to_left_bank","flat_to_right_bank","s_bend_left","s_bend_right","left_turn_3","right_turn_3","left_corkscrew_up","right_corkscrew_up","flat_to_up_60","brakes","booster"]}
Direction-1 closing geometry confirmed. From (44,38) I'll route north with s-bends, a speed booster, an airtime hill, then close into the station with `right_turn_5`.
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Closed. Testing.
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This one scored 6.11 — my banked best is still 6.19. I'll build a longer, more elaborate circuit to beat it. Let me pull dir-2 geometry to design the opening precisely.
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{"demolished":0}
I'll place one corkscrew pair and check the exact cursor before continuing.
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Now I'll build a taller, longer layout (z240 lift, 3 corkscrew pairs, two airtime hills).
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State confirmed: (66,48), direction 3, z112 (same checkpoint as the 6.19 run — this time's lift is 6×up_25 → z224). Currently constructing a longer west side with 3 pairs of corkscrews.
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Exactly as planned. Final north run: 4 s-bends, hill, booster, hill, closing turn.
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Closed at 58 pieces. Testing.
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{"demolished":0}
Rebuilding: v6 = proven skeleton + helix finale.
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The lift in that batch only had 5 inclines (peak z208), so one extra `down_25` would sink below the ground level. The cursor is at (65,50) z120 slope 6, so I'll flatten to z112 and continue as planned (adjusting coordinates by 1 tile).
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I have geometry. Now closing the north run back to the station from (42,38) dir1 with s-bends, an airtime hill, brake, and a closing turn.
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Circuit closed at 53 pieces. Testing.
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{"demolished":0}
6.01 — below my banked 6.19. Let me confirm the banked best, then make one optimized attempt combining the taller lift, 3 corkscrews, the helix closer, and more length.
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Let me check the exact current state of the in-progress build before continuing.
No active ride — clean slate confirmed. Best score banked: **6.19**. Next I'll construct the extended version (v8): 69 pieces — a 14m drop, 4 pairs of corkscrews, 2 airtime hills, banked corners, S-bends, and a double-turn closer. Full coordinate trace has been cross-checked against the catalog deltas; all tiles fit within x33–66, y30–60 (lake is to the east, avoiding x≥68).
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{"demolished":0}
Lift was truncated to 5 rises (z208). Redo with split batches for reliable placement.
Let me rebuild a taller, more feature-rich version of the proven 6.19 layout. First the opening + tall lift + first descent, placing in a chunk and then verifying.
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{"pieces":[{"t":"flat"},{"t":"flat_to_right_bank"},{"t":"banked_right_turn_5"},{"t":"right_bank_to_flat"},{"t":"flat_to_down_25"},{"t":"down_25"},{"t":"down_25"},{"t":"down_25"},{"t":"down_25"},{"t":"down_25"},{"t":"down_25"},{"t":"down_25_to_flat"}]}{"circuit_closed":false,"cursor":{"bank":0,"dir":3,"slope":0,"x":66,"y":48,"z":112},"placed_this_call":12,"total_placed":24}
Cursor at (66,48) dir3 z112 as planned. Batch B: south extension, banked SW corner, booster, 3 corkscrew pairs, airtime hill, s-bends, banked NW corner.
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Exactly on plan: (35,38) dir1. Batch C: north run with booster, s-bends, hill, then east with the double-turn closer.
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Closed at 66 pieces. Testing.
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Same excitement 6.19 — longer track alone tied. Now v9: taller lift (z240/16m drop), 4 corkscrew pairs, 4 airtime hills, 76 pieces.
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Banked best is 6.19; this 66-piece build tied it (length 496, drop 14m). Longer alone didn't help. I have intensity headroom (6.71 < 10). Let me build a stronger variant: proven 6.19 skeleton plus a 4th corkscrew inversion and a taller lift for more speed. First I'll lay down the opening 30 pieces exactly as the 6.19 build.
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Taller lift with 4 corkscrews planned. Let me pull dir-1 geometry first to nail the closing approach.
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Full geometric model confirmed. Now placing batch 1 — station, booster, tall lift (7 rise segments to z240 for a 16 m drop), banked crest turn.
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Crest turn has completed at (66,56), elevation z224, heading south. Next up: descending at maximum height, a southwest banked corner, a booster, 3 pairs of corkscrews, an airtime hill, and then a turn to the north.
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Cursor (40,38) dir1 — my paper trace drifted; using real cursor. Need Δ(+6,+20) to reach (46,58) then RT5 → (49,60) → flat → (50,60).
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Circuit closed at 54 pieces. Testing.
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{"demolished":0}
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{"pieces":[{"t":"begin_station"},{"t":"middle_station"},{"t":"end_station"},{"speed":26,"t":"booster"},{"chain":true,"t":"flat_to_up_25"},{"chain":true,"t":"up_25"},{"chain":true,"t":"up_25"},{"chain":true,"t":"up_25"},{"chain":true,"t":"up_25"},{"chain":true,"t":"up_25"},{"chain":true,"t":"up_25"},{"chain":true,"t":"up_25"},{"chain":true,"t":"up_25_to_flat"}]}{"circuit_closed":false,"cursor":{"bank":0,"dir":2,"slope":0,"x":63,"y":60,"z":240},"placed_this_call":13,"total_placed":13}
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