Floor

gen12

Generated boss floor, checked by the exact solver; held out: no prompt or annotation was developed on it.

Play this floorAll 33 model episodes
182 HPexact optimum: the most HP left when the boss falls
182 HPanswer of the published solver
13winning sets of cleared monsters and doors (1 optimal)
11 × 113 decisions on the optimal route · 28 search states

Optimal route

Route on the map
HP470final 182
ATK / DEF9 / 4
Keys0 / 0 / 0yellow / blue / red
Step0 / 53 decisions
0
1
2
3
4
5
6
7
8
9
10
0
56
1
55
182
2
182
!
3
56
114
4
55
5
114
6
7
55
8
9
10
56
Original game tiles (24-floor sample tower, mota-js). Number on a monster = HP it costs to kill now (green: winnable, red: not). Hover any tile for its stats.
Exact route · 182 HP

Every decision clears a door or fight node; items and fights that cost nothing are taken automatically ("auto"). 28 states expanded.

Optimal route against the models' wins

15 model episodes won this floor; 5 reach the optimum of 182 HP. Below, monsters and doors only, the exact optimal route next to the most common winning trajectory (5 wins clear the same monsters and doors in the same order), as played in this Llama-3.1-8B episode (final HP 182).

This trajectory keeps the optimal value to the end.

Exact optimal route3 decisions
#clearsHP after
1yellow door (10,3)820
2Slime Lord (5,3)966
3Boss (4,2)182
Most common winning trajectory5 episodes
turnactionHP aftervalue
9Open yellow door at (10,3)820182
12Fight Slime Lord at (5,3)966182
13Fight Boss at (4,2)182182

Model episodes on this floor

By model
modelepisodeswonbest final HP
DeepSeek-V4-Flash2511182
Llama-3.1-8B84182

All stored episodes on this floor, every configuration together; the thesis reports them per cell (see Results).

Wins (15)
modelfinal HPof optimumcell
Llama-3.1-8B182100%gs_llama8b_fullreplay
DeepSeek-V4-Flash182100%gs_dsv4flash_fullreplay
DeepSeek-V4-Flash182100%gs_dsv4flash_fullreplay
DeepSeek-V4-Flash182100%gs_dsv4flash_bare_k1replay
DeepSeek-V4-Flash182100%gs5_pareto_dsthink_barereplay
DeepSeek-V4-Flash15786%gs2_dsv4flash_barereplay
DeepSeek-V4-Flash15786%gs3_dsbare_confirmreplay
DeepSeek-V4-Flash15786%gs3_dsbare_confirmreplay
DeepSeek-V4-Flash15786%gs3_dsbare_confirmreplay
DeepSeek-V4-Flash10357%gs5_oneplusone_dsthink_barereplay
DeepSeek-V4-Flash9452%gs5_pareto_dsthink_barereplay
Llama-3.1-8B5329%gs_llama8b_fullreplay
Llama-3.1-8B5329%gs_llama8b_fullreplay
Llama-3.1-8B5329%gs2_llama8b_fullreplay
DeepSeek-V4-Flash2815%gs5_oneplusone_dsthink_barereplay