Floor

gen13

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

Play this floorAll 33 model episodes
207 HPexact optimum: the most HP left when the boss falls
207 HPanswer of the published solver
28winning sets of cleared monsters and doors (1 optimal)
11 × 118 decisions on the optimal route · 74 search states

Optimal route

Route on the map
HP470final 207
ATK / DEF9 / 4
Keys0 / 0 / 0yellow / blue / red
Step0 / 148 decisions
0
1
2
3
4
5
6
7
8
9
10
0
182
182
1
!
55
2
114
3
114
56
4
24
114
5
56
6
7
182
8
9
10
114
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 · 207 HP

Every decision clears a door or fight node; items and fights that cost nothing are taken automatically ("auto"). 74 states expanded.

Optimal route against the models' wins

29 model episodes won this floor; none reaches the optimum of 207 HP. Below, monsters and doors only, the exact optimal route next to the most common winning trajectory (7 wins clear the same monsters and doors in the same order), as played in this DeepSeek-V4-Flash episode (final HP 196).

turn 17 The trajectory leaves the optimal route here: Fight Slime Lord at (7,10) where the route takes yellow door (2,3). The state value (the most HP still reachable at the boss) falls from 207 to 196 HP.

Open the episode at turn 17 to read the model's reasoning there.

Exact optimal route8 decisions
#clearsHP after
1Bat (2,7)377
2Red Slime (3,5)335
3Slime Lord (4,3), Green Slime (4,4)246
4Slime Lord (7,2)171
5Red Slime (9,3)143
6yellow door (2,3)418
7Slime Lord (7,10)471
8Boss (5,1)207
Most common winning trajectory7 episodes
turnactionHP aftervalue
3Fight Bat at (2,7)assisted377207
5Fight Red Slime at (3,5)assisted335207
6Fight Green Slime at (4,4)321207
7Fight Slime Lord at (4,3)246207
8Fight Slime Lord at (7,2)171207
11Fight Red Slime at (9,3)143207
17Fight Slime Lord at (7,10)leaves the route385196
21Open yellow door at (2,3)385196
24Fight Boss at (5,1)196196

Model episodes on this floor

By model
modelepisodeswonbest final HP
DeepSeek-V4-Flash2525196
Llama-3.1-8B84124

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

Wins (29)
modelfinal HPof optimumcell
DeepSeek-V4-Flash19695%gs_dsv4flash_fullreplay
DeepSeek-V4-Flash19695%gs_dsv4flash_fullreplay
DeepSeek-V4-Flash19695%gs_dsv4flash_fullreplay
DeepSeek-V4-Flash19695%gs2_dsv4flash_fullreplay
DeepSeek-V4-Flash19695%gen13_deepseek-v4-flash_final2replay
DeepSeek-V4-Flash19695%gen13_deepseek-v4-flash_final2replay
DeepSeek-V4-Flash19695%gen13_deepseek-v4-flash_final2replay
DeepSeek-V4-Flash13465%gs_dsv4flash_bare_k1replay
DeepSeek-V4-Flash13264%gs2_dsv4flash_barereplay
DeepSeek-V4-Flash13264%gs3_dsbare_confirmreplay
DeepSeek-V4-Flash13264%gs5_pareto_dsthink_barereplay
DeepSeek-V4-Flash13264%gs5_pareto_dsthink_barereplay
DeepSeek-V4-Flash13264%gs5_pareto_dsthink_barereplay
Llama-3.1-8B12460%gs_llama8b_fullreplay
Llama-3.1-8B12460%gs2_llama8b_fullreplay
DeepSeek-V4-Flash12158%gs5_pareto_dsthink_barereplay
DeepSeek-V4-Flash9244%gs_dsv4flash_bare_k1replay
DeepSeek-V4-Flash9244%gs3_dsbare_confirmreplay
DeepSeek-V4-Flash9244%gs3_dsbare_confirmreplay
DeepSeek-V4-Flash9244%gs3_dsbare_confirmreplay
DeepSeek-V4-Flash9244%gs3_dsbare_confirmreplay
DeepSeek-V4-Flash9244%gs5_oneplusone_dsthink_barereplay
DeepSeek-V4-Flash8139%gs3_dsbare_confirmreplay
DeepSeek-V4-Flash8139%gs5_pareto_dsthink_barereplay
DeepSeek-V4-Flash8139%gs5_pareto_dsthink_barereplay
DeepSeek-V4-Flash8139%gs5_oneplusone_dsthink_barereplay
DeepSeek-V4-Flash8139%gs5_oneplusone_dsthink_barereplay
Llama-3.1-8B6632%gs_llama8b_fullreplay
Llama-3.1-8B105%gs_llama8b_barereplay