Floor

gen09

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

Play this floorAll 33 model episodes
204 HPexact optimum: the most HP left when the boss falls
204 HPanswer of the published solver
32winning sets of cleared monsters and doors (1 optimal)
11 × 118 decisions on the optimal route · 54 search states

Optimal route

Route on the map
HP470final 204
ATK / DEF9 / 4
Keys0 / 0 / 0yellow / blue / red
Step0 / 158 decisions
0
1
2
3
4
5
6
7
8
9
10
0
1
!
2
114
24
114
3
55
182
4
56
24
5
6
7
114
8
56
9
182
10
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 · 204 HP

Every decision clears a door or fight node; items and fights that cost nothing are taken automatically ("auto"). 54 states expanded.

Optimal route against the models' wins

33 model episodes won this floor; 2 reach the optimum of 204 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 DeepSeek-V4-Flash episode (final HP 164).

turn 14 The trajectory leaves the optimal route here: Fight Slime Lord at (3,2) where the route takes yellow door (6,7). The state value (the most HP still reachable at the boss) falls from 204 to 164 HP.

Open the episode at turn 14 to read the model's reasoning there.

Exact optimal route8 decisions
#clearsHP after
1Slime Lord (9,7)375
2Bat (9,3)231
3Green Slime (6,2), Slime Lord (7,2)142
4Black Slime (4,3)527
5yellow door (6,7)527
6yellow door (3,8), Red Slime (4,8)492
7yellow door (2,7)492
8Boss (9,1)204
Most common winning trajectory5 episodes
turnactionHP aftervalue
3Fight Slime Lord at (9,7)assisted375204
5Fight Bat at (9,3)assisted231204
6Fight Slime Lord at (7,2)156204
7Fight Green Slime at (6,2)142204
13Fight Black Slime at (4,3)527204
14Fight Slime Lord at (3,2)leaves the route452164
19Open yellow door at (2,7)452164
22Fight Green Slime at (6,4)assisted452164
23Open yellow door at (6,7)452164
26Fight Boss at (9,1)164164

Model episodes on this floor

By model
modelepisodeswonbest final HP
DeepSeek-V4-Flash2525204
Llama-3.1-8B88149

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

Wins (33)
modelfinal HPof optimumcell
DeepSeek-V4-Flash204100%gs_dsv4flash_fullreplay
DeepSeek-V4-Flash204100%gs_dsv4flash_fullreplay
DeepSeek-V4-Flash19797%gs2_dsv4flash_barereplay
DeepSeek-V4-Flash19797%gs3_dsbare_confirmreplay
DeepSeek-V4-Flash19093%gs_dsv4flash_bare_k1replay
DeepSeek-V4-Flash19093%gs3_dsbare_confirmreplay
DeepSeek-V4-Flash18490%gs2_dsv4flash_fullreplay
DeepSeek-V4-Flash18490%gen09_deepseek-v4-flash_final2replay
DeepSeek-V4-Flash18490%gen09_deepseek-v4-flash_final2replay
DeepSeek-V4-Flash18490%gen09_deepseek-v4-flash_final2replay
DeepSeek-V4-Flash18289%gs5_pareto_dsthink_barereplay
DeepSeek-V4-Flash18289%gs5_pareto_dsthink_barereplay
DeepSeek-V4-Flash18088%gs3_dsbare_confirmreplay
DeepSeek-V4-Flash18088%gs3_dsbare_confirmreplay
DeepSeek-V4-Flash17988%gs_dsv4flash_fullreplay
DeepSeek-V4-Flash17284%gs5_oneplusone_dsthink_barereplay
DeepSeek-V4-Flash16480%gs3_dsbare_confirmreplay
DeepSeek-V4-Flash16480%gs5_pareto_dsthink_barereplay
DeepSeek-V4-Flash16480%gs5_pareto_dsthink_barereplay
DeepSeek-V4-Flash16480%gs5_pareto_dsthink_barereplay
DeepSeek-V4-Flash16480%gs5_oneplusone_dsthink_barereplay
Llama-3.1-8B14973%gs_llama8b_fullreplay
DeepSeek-V4-Flash13064%gs_dsv4flash_bare_k1replay
DeepSeek-V4-Flash13064%gs5_oneplusone_dsthink_barereplay
DeepSeek-V4-Flash12662%gs3_dsbare_confirmreplay
Llama-3.1-8B11154%gs_llama8b_barereplay
Llama-3.1-8B11154%gs2_llama8b_barereplay
Llama-3.1-8B7738%gs_llama8b_barereplay
Llama-3.1-8B7738%gs2_llama8b_fullreplay
DeepSeek-V4-Flash7235%gs5_pareto_dsthink_barereplay
Llama-3.1-8B5828%gs_llama8b_fullreplay
Llama-3.1-8B5728%gs_llama8b_fullreplay
Llama-3.1-8B3819%gs_llama8b_barereplay