Floor

gen14

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

Play this floorAll 33 model episodes
151 HPexact optimum: the most HP left when the boss falls
151 HPanswer of the published solver
12winning sets of cleared monsters and doors (1 optimal)
11 × 116 decisions on the optimal route · 64 search states

Optimal route

Route on the map
HP470final 151
ATK / DEF9 / 4
Keys0 / 0 / 0yellow / blue / red
Step0 / 126 decisions
0
1
2
3
4
5
6
7
8
9
10
0
1
!
182
2
114
182
3
182
56
24
4
5
6
56
7
55
8
9
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 · 151 HP

Every decision clears a door or fight node; items and fights that cost nothing are taken automatically ("auto"). 64 states expanded.

Optimal route against the models' wins

26 model episodes won this floor; 10 reach the optimum of 151 HP. Below, monsters and doors only, the exact optimal route next to the most common winning trajectory (10 wins clear the same monsters and doors in the same order), as played in this DeepSeek-V4-Flash episode (final HP 151).

This trajectory keeps the optimal value to the end.

Exact optimal route6 decisions
#clearsHP after
1Black Slime (5,7)490
2Red Slime (4,6)523
3Red Slime (6,3)499
4yellow door (7,1)499
5Slime Lord (3,2)690
6Boss (0,1)151
Most common winning trajectory10 episodes
turnactionHP aftervalue
3Fight Black Slime at (5,7)assisted490151
7Fight Red Slime at (4,6)523151
11Fight Red Slime at (6,3)499151
14Open yellow door at (7,1)499151
15Fight Green Slime at (8,3)assisted499151
19Fight Slime Lord at (3,2)690151
20Fight Boss at (0,1)151151

Model episodes on this floor

By model
modelepisodeswonbest final HP
DeepSeek-V4-Flash2523151
Llama-3.1-8B83138

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

Wins (26)
modelfinal HPof optimumcell
DeepSeek-V4-Flash151100%gs2_dsv4flash_barereplay
DeepSeek-V4-Flash151100%gs3_dsbare_confirmreplay
DeepSeek-V4-Flash151100%gs3_dsbare_confirmreplay
DeepSeek-V4-Flash151100%gs3_dsbare_confirmreplay
DeepSeek-V4-Flash151100%gs3_dsbare_confirmreplay
DeepSeek-V4-Flash151100%gs5_pareto_dsthink_barereplay
DeepSeek-V4-Flash151100%gs5_pareto_dsthink_barereplay
DeepSeek-V4-Flash151100%gs5_pareto_dsthink_barereplay
DeepSeek-V4-Flash151100%gs5_pareto_dsthink_barereplay
DeepSeek-V4-Flash151100%gs5_oneplusone_dsthink_barereplay
DeepSeek-V4-Flash14596%gs_dsv4flash_fullreplay
DeepSeek-V4-Flash14596%gs_dsv4flash_fullreplay
DeepSeek-V4-Flash14596%gs_dsv4flash_bare_k1replay
DeepSeek-V4-Flash14596%gs3_dsbare_confirmreplay
DeepSeek-V4-Flash14596%gen14_deepseek-v4-flash_final2replay
DeepSeek-V4-Flash14596%gen14_deepseek-v4-flash_final2replay
DeepSeek-V4-Flash14596%gen14_deepseek-v4-flash_final2replay
DeepSeek-V4-Flash14596%gs5_pareto_dsthink_barereplay
DeepSeek-V4-Flash14596%gs5_oneplusone_dsthink_barereplay
Llama-3.1-8B13891%gs_llama8b_barereplay
DeepSeek-V4-Flash13891%gs3_dsbare_confirmreplay
DeepSeek-V4-Flash12180%gs_dsv4flash_bare_k1replay
Llama-3.1-8B10268%gs_llama8b_fullreplay
Llama-3.1-8B7952%gs_llama8b_fullreplay
DeepSeek-V4-Flash7952%gs5_pareto_dsthink_barereplay
DeepSeek-V4-Flash7348%gs5_oneplusone_dsthink_barereplay