Dungeons of Doom 4-10 (with Oracle, Big Room)

The following loot distribution information is based on 1868 bones files. All objects on the level are counted, whether they are part of the ghost's bones pile or not. Common ascension kit gear is shown in boldface.

Object	Prob Appear	Expected quantity
gold piece	99.73%	2075.35
corpse	99.09%	3.11
food ration	80.62%	3.45
boulder	70.82%	1.69
orcish helm	60.81%	1.72
scroll of teleportation	54.82%	0.99
dagger	53.91%	2.60
potion of water	51.77%	1.48
yellow glass	49.04%	0.91
yellowish brown glass	47.86%	0.87
skeleton key	47.86%	0.64
scroll of identify	47.75%	1.01
orange glass	46.57%	0.84
green glass	46.52%	0.88
red glass	46.41%	0.87
blue glass	45.61%	0.82
black glass	44.97%	0.82
wand of striking	44.81%	0.65
white glass	44.59%	0.84
violet glass	44.59%	0.83
tripe ration	44.49%	0.83
orcish dagger	44.33%	1.09
cloak of magic resistance	43.52%	0.51
iron shoes	42.51%	0.74
potion of healing	42.02%	0.73
statue	41.76%	1.72
scroll of light	38.28%	0.62
dart	37.04%	6.20
quarterstaff	36.24%	0.44
elven dagger	35.81%	0.63
rock	35.22%	26.49
potion of object detection	33.57%	0.52
pick-axe	33.40%	0.40
potion of extra healing	32.66%	0.51
scroll of create monster	30.94%	0.46
scroll of blank paper	30.84%	0.91
scroll of remove curse	30.73%	0.45
blindfold	30.73%	0.36
scroll of enchant weapon	30.41%	0.48
spellbook of force bolt	30.30%	0.36
dwarvish cloak	29.50%	0.43
small shield	29.07%	0.33
leather gloves	27.89%	0.34
scroll of enchant armor	27.19%	0.39
mummy wrapping	26.87%	0.38
wand of magic missile	26.12%	0.36
scroll of confuse monster	26.02%	0.36
long sword	25.80%	0.31
sack	25.43%	0.29
fortune cookie	25.21%	0.53
scimitar	25.16%	0.49
mirror	25.11%	0.33
scroll of magic mapping	24.89%	0.42
slime mold	24.63%	0.42
wand of digging	24.14%	0.37
lock pick	23.93%	0.28
oil lamp	23.18%	0.28
arrow	22.91%	4.17
leather armor	22.91%	0.37
scroll of destroy armor	22.00%	0.29
dwarvish iron helm	21.31%	0.24
large box	21.25%	0.24
potion of sickness	20.34%	0.25
tin	19.91%	0.31
potion of speed	19.86%	0.24
robe	19.86%	0.23
towel	19.06%	0.22
potion of booze	18.84%	0.24
wand of light	18.84%	0.22
tin whistle	18.79%	0.24
potion of fruit juice	18.79%	0.24
magic marker	18.74%	0.23
potion of sleeping	18.31%	0.23
scroll of gold detection	18.04%	0.22
potion of restore ability	17.88%	0.22
apple	17.77%	0.80
potion of invisibility	17.56%	0.23
potion of levitation	17.51%	0.21
egg	17.34%	0.28
potion of gain energy	17.34%	0.22
scroll of earth	17.18%	0.27
studded leather armor	17.18%	0.20
potion of see invisible	16.97%	0.21
lembas wafer	16.86%	0.35
chest	16.70%	0.19
sprig of wolfsbane	16.49%	0.22
potion of paralysis	16.43%	0.20
scroll of amnesia	16.43%	0.20
potion of gain ability	16.38%	0.19
wand of sleep	15.95%	0.18
potion of blindness	15.90%	0.19
unicorn horn	15.74%	0.22
magic whistle	15.74%	0.18
touchstone	15.63%	0.19
wand of teleportation	15.63%	0.19
potion of confusion	15.63%	0.18
mace	15.52%	0.17
scroll of scare monster	15.47%	0.18
potion of monster detection	15.36%	0.19
elven arrow	15.26%	4.39
wand of create monster	15.26%	0.18
bag of holding	14.99%	0.17
crossbow bolts	14.88%	1.81
luckstone	14.78%	0.17
elven leather helm	14.72%	0.23
sling	14.72%	0.17
elven mithril coat	14.67%	0.19
ring mail	14.40%	0.18
wand of speed monster	14.24%	0.17
ring of slow digestion	13.92%	0.16
crossbow	13.81%	0.16
elven cloak	13.60%	0.17
carrot	13.49%	0.53
elven bow	13.44%	0.17
scroll of food detection	13.44%	0.15
clove of garlic	13.33%	0.16
potion of gain level	13.17%	0.15
stethoscope	13.17%	0.14
wand of polymorph	13.06%	0.16
scroll of fire	12.96%	0.15
amethyst	12.85%	0.20
wand of make invisible	12.79%	0.15
leash	12.74%	0.16
spellbook of healing	12.74%	0.15
potion of oil	12.47%	0.15
obsidian	12.31%	0.16
potion of hallucination	12.15%	0.15
spellbook of sleep	12.10%	0.13
wand of cold	11.99%	0.13
opal	11.83%	0.16
ring of free action	11.83%	0.13
splint mail	11.72%	0.14
jet	11.62%	0.15
potion of full healing	11.62%	0.14
wand of undead turning	11.62%	0.13
wand of slow monster	11.51%	0.13
wand of lightning	11.40%	0.13
knife	11.35%	0.18
ring of shock resistance	11.35%	0.13
orcish arrow	11.30%	2.22
ring of warning	11.30%	0.12
scroll of charging	11.19%	0.12
ring of polymorph control	11.13%	0.12
cram ration	11.03%	0.20
ring of regeneration	10.92%	0.13
topaz	10.76%	0.14
bow	10.76%	0.13
agate	10.71%	0.14
citrine	10.65%	0.14
ring of poison resistance	10.65%	0.12
aquamarine	10.55%	0.14
tinning kit	10.55%	0.11
ring of sustain ability	10.49%	0.11
jade	10.44%	0.15
ring of teleport control	10.44%	0.12
ring of invisibility	10.44%	0.11
axe	10.39%	0.11
cream pie	10.33%	0.22
ring of searching	10.33%	0.11
spellbook of light	10.33%	0.11
brass lantern	10.22%	0.11
scale mail	10.17%	0.12
ring of polymorph	10.17%	0.12
ring of conflict	10.17%	0.11
ring of fire resistance	10.17%	0.11
elven shield	10.12%	0.16
jasper	10.12%	0.13
chrysoberyl	10.06%	0.13
ring of see invisible	10.06%	0.11
short sword	10.06%	0.11
dwarvish mithril coat	10.06%	0.11
garnet	10.01%	0.13
wand of fire	10.01%	0.12
spellbook of magic missile	10.01%	0.11
pancake	9.96%	0.14
elven boots	9.96%	0.11
fluorite	9.74%	0.12
low boots	9.74%	0.12
helmet	9.69%	0.11
scroll of taming	9.69%	0.10
amber	9.64%	0.12
ring of teleportation	9.64%	0.11
Hawaiian shirt	9.64%	0.10
magic lamp	9.58%	0.11
wand of secret door detection	9.58%	0.11
ring of increase damage	9.58%	0.10
ring of cold resistance	9.53%	0.10
speed boots	9.53%	0.10
orcish short sword	9.48%	0.19
orcish bow	9.42%	0.19
orange	9.37%	0.34
orcish cloak	9.37%	0.19
wand of cancellation	9.31%	0.10
credit card	9.31%	0.10
ring of protection	9.31%	0.10
potion of enlightenment	9.10%	0.10
spellbook of detect monsters	9.10%	0.10
banded mail	8.94%	0.11
ring of stealth	8.94%	0.10
flint stone	8.89%	0.36
ring of increase accuracy	8.89%	0.09
elven broadsword	8.83%	0.13
spellbook of extra healing	8.83%	0.09
spellbook of create monster	8.73%	0.09
orcish chain mail	8.67%	0.16
scroll of genocide	8.67%	0.10
expensive camera	8.62%	0.09
ring of gain constitution	8.57%	0.09
ring of protection from shape changers	8.30%	0.09
Uruk-hai shield	8.24%	0.18
dwarvish short sword	8.24%	0.09
cloak of displacement	8.24%	0.08
athame	8.14%	0.08
chain mail	8.08%	0.10
ring of levitation	8.08%	0.09
scroll of stinking cloud	8.03%	0.10
ring of adornment	7.98%	0.08
ring of gain strength	7.92%	0.09
ya	7.87%	1.85
scroll of punishment	7.82%	0.09
dwarvish mattock	7.71%	0.08
tallow candle	7.60%	0.31
tin opener	7.60%	0.08
spellbook of identify	7.55%	0.08
dwarvish roundshield	7.55%	0.08
club	7.23%	0.12
amulet of reflection	7.07%	0.07
spellbook of cure sickness	6.96%	0.07
high boots	6.91%	0.07
katana	6.80%	0.07
amulet of ESP	6.80%	0.07
shuriken	6.64%	0.57
spellbook of knock	6.64%	0.07
spellbook of protection	6.58%	0.07
elven short sword	6.32%	0.08
spear	6.32%	0.07
bell	6.32%	0.07
aklys	6.16%	0.07
flail	6.16%	0.07
orcish shield	6.10%	0.13
spellbook of stone to flesh	6.10%	0.06
yumi	6.05%	0.06
amulet versus poison	6.00%	0.07
water walking boots	6.00%	0.06
leather jacket	6.00%	0.06
wand of probing	6.00%	0.06
bag of tricks	5.78%	0.06
loadstone	5.78%	0.06
bullwhip	5.78%	0.06
banana	5.73%	0.07
jumping boots	5.73%	0.06
spellbook of remove curse	5.73%	0.06
spellbook of detect food	5.67%	0.06
spellbook of wizard lock	5.67%	0.06
candy bar	5.62%	0.07
spellbook of cure blindness	5.62%	0.06
turquoise	5.57%	0.07
plate mail	5.57%	0.07
wand of locking	5.57%	0.06
spellbook of confuse monster	5.35%	0.05
ring of hunger	5.25%	0.06
elven spear	5.19%	0.06
can of grease	5.19%	0.06
spellbook of haste self	5.19%	0.05
gauntlets of power	5.19%	0.05
ring of aggravate monster	5.14%	0.06
wand of opening	5.09%	0.05
gauntlets of dexterity	5.09%	0.05
spellbook of cause fear	5.03%	0.05
levitation boots	4.93%	0.05
two handed sword	4.87%	0.05
kicking boots	4.82%	0.05
potion of polymorph	4.82%	0.05
spellbook of detect unseen	4.82%	0.05
battle axe	4.76%	0.05
tooled horn	4.76%	0.05
wand of nothing	4.71%	0.05
spellbook of slow monster	4.60%	0.05
helm of brilliance	4.60%	0.05
wooden flute	4.50%	0.05
emerald	4.39%	0.12
bugle	4.39%	0.04
cloak of invisibility	4.28%	0.04
melon	4.23%	0.05
pear	4.18%	0.05
potion of acid	4.18%	0.04
bronze plate mail	4.12%	0.05
amulet of strangulation	4.12%	0.04
diamond	4.07%	0.07
amulet of change	4.01%	0.04
spellbook of charm monster	3.96%	0.04
amulet of restful sleep	3.96%	0.04
fumble boots	3.91%	0.04
war hammer	3.91%	0.04
fedora	3.85%	0.04
spellbook of invisibility	3.80%	0.04
ruby	3.69%	0.08
spellbook of detect treasure	3.69%	0.04
cloak of protection	3.53%	0.04
spellbook of blank paper	3.48%	0.04
orcish ring mail	3.48%	0.04
spellbook of restore ability	3.43%	0.04
spellbook of clairvoyance	3.37%	0.03
figurine	3.32%	0.03
lance	3.27%	0.03
leather drum	3.27%	0.03
spellbook of fireball	3.21%	0.03
spellbook of jumping	3.16%	0.03
spellbook of levitation	3.10%	0.03
wax candle	3.05%	0.13
silver saber	3.05%	0.03
saddle	3.05%	0.03
wooden harp	2.94%	0.03
alchemy smock	2.94%	0.03
oilskin cloak	2.89%	0.03
wand of enlightenment	2.89%	0.03
spellbook of magic mapping	2.73%	0.03
C-ration	2.68%	0.05
crystal ball	2.62%	0.03
amulet of magical breathing	2.57%	0.03
gauntlets of fumbling	2.46%	0.03
silver arrow	2.41%	0.20
spellbook of dig	2.41%	0.02
eucalyptus leaf	2.30%	0.02
pair of lenses	2.30%	0.02
scalpel	2.30%	0.02
dilithium crystal	2.25%	0.03
leather cloak	2.25%	0.02
amulet of life saving	2.25%	0.02
oilskin sack	2.25%	0.02
boomerang	2.19%	0.02
spellbook of teleport away	2.14%	0.02
helm of opposite alignment	2.14%	0.02
spellbook of cancellation	2.14%	0.02
jacinth	2.09%	0.03
wand of death	2.09%	0.02
spellbook of drain life	2.03%	0.02
amulet of unchanging	2.03%	0.02
silver dragon scale mail	1.93%	0.02
black opal	1.77%	0.02
K-ration	1.71%	0.03
spellbook of polymorph	1.71%	0.02
dwarvish spear	1.71%	0.02
shield of reflection	1.71%	0.02
sapphire	1.61%	0.02
orcish spear	1.61%	0.02
spellbook of create familiar	1.61%	0.02
glaive	1.61%	0.02
javelin	1.61%	0.02
spellbook of turn undead	1.61%	0.02
fire horn	1.55%	0.02
large shield	1.50%	0.02
crystal plate mail	1.50%	0.01
morning star	1.45%	0.01
silver dagger	1.39%	0.01
beartrap	1.28%	0.01
spellbook of cone of cold	1.28%	0.01
frost horn	1.23%	0.01
cornuthaum	1.23%	0.01
dented pot	1.18%	0.01
partisan	1.18%	0.01
broadsword	1.18%	0.01
ranseur	1.12%	0.01
halberd	1.07%	0.01
magic harp	0.96%	0.01
spetum	0.96%	0.01
gray dragon scale mail	0.96%	0.01
guisarme	0.91%	0.01
meatball	0.86%	0.26
magic flute	0.86%	0.01
bec de corbin	0.86%	0.01
stiletto	0.86%	0.01
grappling hook	0.80%	0.01
runesword	0.80%	0.01
heavy iron ball	0.80%	0.01
wand of wishing	0.80%	0.01
iron chain	0.75%	0.01
spellbook of finger of death	0.75%	0.01
drum of earthquake	0.75%	0.01
voulge	0.70%	0.01
trident	0.70%	0.01
T-shirt	0.70%	0.01
dunce cap	0.70%	0.01
helm of telepathy	0.64%	0.01
fauchard	0.64%	0.01
ice box	0.59%	0.01
bill-guisarme	0.59%	0.01
lump of royal jelly	0.54%	0.03
horn of plenty	0.48%	0.00
rubber hose	0.43%	0.02
lucern hammer	0.43%	0.00
worm tooth	0.43%	0.00
bardiche	0.37%	0.00
silver spear	0.37%	0.00
cheap plastic imitation of the Amulet of Yendor	0.11%	0.00
huge chunk of meat	0.05%	0.00
orange dragon scales	0.05%	0.00
black dragon scales	0.05%	0.00

Artifact probability

Artifacts found on this bones level:

Monster probability

Monsters found on this bones level:

Monster	Prob Appear	Expected #
ghost	96.52%	1.12
kitten	23.50%	0.26
shopkeeper	22.54%	0.23
Oracle	21.36%	0.21
little dog	18.90%	0.20
floating eye	17.29%	0.21
leprechaun	16.97%	0.41
rock piercer	12.10%	0.13
rothe	10.97%	0.20
small mimic	9.85%	0.15
iguana	9.42%	0.10
gecko	9.26%	0.10
soldier ant	9.21%	0.19
lichen	9.10%	0.10
hill orc	8.83%	0.27
pony	8.57%	0.09
dwarf	8.24%	0.09
giant ant	7.66%	0.14
hobgoblin	7.55%	0.20
water nymph	7.01%	0.08
killer bee	6.85%	0.30
yellow mold	6.85%	0.07
gnome lord	6.64%	0.10
newt	6.64%	0.07
acid blob	6.42%	0.09
giant bat	6.26%	0.06
blue jelly	6.05%	0.07
bugbear	6.00%	0.19
goblin	5.57%	0.07
wood nymph	5.57%	0.06
jackal	5.51%	0.14
mountain nymph	5.51%	0.06
homunculus	5.51%	0.06
grid bug	5.46%	0.09
gnome	5.41%	0.12
fog cloud	5.25%	0.05
Uruk-hai	5.14%	0.23
white unicorn	5.09%	0.06
violet fungus	5.09%	0.05
gray ooze	4.87%	0.05
green mold	4.87%	0.05
wolf	4.71%	0.10
iron piercer	4.60%	0.05
giant rat	4.44%	0.07
Woodland-elf	4.39%	0.07
cave spider	4.34%	0.08
lizard	4.18%	0.05
owlbear	4.18%	0.04
yellow light	4.12%	0.04
hobbit	4.12%	0.04
housecat	4.12%	0.04
manes	4.07%	0.14
rock mole	4.07%	0.04
ape	3.91%	0.06
dog	3.91%	0.04
kobold	3.85%	0.05
rabid rat	3.80%	0.04
kobold lord	3.75%	0.04
red mold	3.75%	0.04
shrieker	3.69%	0.04
gas spore	3.59%	0.04
large kobold	3.53%	0.04
gray unicorn	3.53%	0.04
brown mold	3.43%	0.04
giant beetle	3.32%	0.04
Green-elf	3.27%	0.05
black unicorn	3.27%	0.04
dwarf lord	3.27%	0.04
imp	3.27%	0.03
garter snake	3.21%	0.09
bat	3.05%	0.04
quivering blob	3.05%	0.03
spotted jelly	3.05%	0.03
Mordor orc	3.00%	0.11
fire ant	3.00%	0.06
plains centaur	2.84%	0.03
jaguar	2.78%	0.03
chameleon	2.73%	0.03
sewer rat	2.68%	0.07
elf zombie	2.68%	0.05
monkey	2.68%	0.03
gnome king	2.68%	0.03
dingo	2.68%	0.03
centipede	2.68%	0.03
kobold shaman	2.62%	0.03
large mimic	2.57%	0.03
werewolf	2.57%	0.03
wererat	2.52%	0.03
gnomish wizard	2.46%	0.03
horse	2.46%	0.03
orc zombie	2.41%	0.04
cockatrice	2.41%	0.03
giant spider	2.30%	0.02
leocrotta	2.30%	0.02
werejackal	2.30%	0.02
raven	2.25%	0.02
gnome mummy	2.25%	0.02
quasit	2.19%	0.02
rope golem	2.19%	0.02
human mummy	2.14%	0.03
kobold zombie	2.14%	0.02
coyote	2.09%	0.03
kobold mummy	2.09%	0.02
gnome zombie	2.09%	0.02
large dog	2.09%	0.02
snake	2.03%	0.02
human zombie	1.93%	0.04
mumak	1.93%	0.02
gargoyle	1.87%	0.02
large cat	1.87%	0.02
orc shaman	1.87%	0.02
yeti	1.77%	0.02
panther	1.66%	0.02
ghoul	1.66%	0.02
crocodile	1.66%	0.02
winter wolf cub	1.61%	0.03
water moccasin	1.55%	0.06
dwarf zombie	1.55%	0.03
ochre jelly	1.55%	0.02
straw golem	1.55%	0.02
fox	1.55%	0.02
troll	1.55%	0.02
Grey-elf	1.50%	0.03
gold golem	1.50%	0.02
giant mimic	1.50%	0.02
tengu	1.50%	0.02
vampire bat	1.45%	0.01
paper golem	1.45%	0.01
dust vortex	1.45%	0.01
brown pudding	1.39%	0.02
elf mummy	1.39%	0.02
gremlin	1.39%	0.01
ogre	1.34%	0.02
succubus	1.28%	0.01
orc mummy	1.28%	0.01
water demon	1.23%	0.02
winter wolf	1.23%	0.02
leather golem	1.23%	0.01
warhorse	1.23%	0.01
stalker	1.18%	0.01
lynx	1.18%	0.01
ettin mummy	1.12%	0.01
ettin zombie	1.12%	0.01
gelatinous cube	1.07%	0.01
black naga hatchling	1.02%	0.01
dwarf mummy	1.02%	0.01
ogre lord	0.96%	0.01
black light	0.96%	0.01
scorpion	0.96%	0.01
warg	0.91%	0.01
tiger	0.91%	0.01
forest centaur	0.91%	0.01
long worm	0.91%	0.01
xan	0.91%	0.01
stone giant	0.86%	0.01
dwarf king	0.86%	0.01
wraith	0.80%	0.01
freezing sphere	0.80%	0.01
incubus	0.80%	0.01
flaming sphere	0.80%	0.01
red naga hatchling	0.80%	0.01
chickatrice	0.75%	0.01
red naga	0.75%	0.01
orc-captain	0.75%	0.01
barrow wight	0.75%	0.01
glass piercer	0.75%	0.01
golden naga hatchling	0.75%	0.01
soldier	0.70%	0.01
baby crocodile	0.70%	0.01
guardian naga hatchling	0.70%	0.01
mountain centaur	0.64%	0.01
ice vortex	0.59%	0.01
python	0.54%	0.01
wood golem	0.54%	0.01
rust monster	0.54%	0.01
pit viper	0.54%	0.01
black pudding	0.48%	0.11
quantum mechanic	0.48%	0.01
water elemental	0.48%	0.00
aligned priest	0.48%	0.00
Kop Sergeant	0.43%	0.02
Kop Lieutenant	0.43%	0.01
flesh golem	0.43%	0.00
Keystone Kop	0.37%	0.04
shocking sphere	0.37%	0.00
pyrolisk	0.37%	0.00
giant zombie	0.32%	0.00
ogre king	0.27%	0.00
guard	0.27%	0.00
rock troll	0.27%	0.00
black naga	0.27%	0.00
cobra	0.21%	0.00
sasquatch	0.21%	0.00
djinni	0.21%	0.00
hill giant	0.21%	0.00
Kop Kaptain	0.21%	0.00
fire elemental	0.21%	0.00
carnivorous ape	0.21%	0.00
wumpus	0.21%	0.00
iron golem	0.21%	0.00
Elvenking	0.21%	0.00
winged gargoyle	0.21%	0.00
couatl	0.16%	0.00
energy vortex	0.16%	0.00
Yeenoghu	0.16%	0.00
giant mummy	0.16%	0.00
earth elemental	0.16%	0.00
minotaur	0.16%	0.00
yellow dragon	0.16%	0.00
air elemental	0.16%	0.00
queen bee	0.16%	0.00
sergeant	0.11%	0.00
bone devil	0.11%	0.00
baby purple worm	0.11%	0.00
trapper	0.11%	0.00
Nazgul	0.11%	0.00
Juiblex	0.11%	0.00
zruty	0.11%	0.00
umber hulk	0.11%	0.00
elf-lord	0.05%	0.00
Olog-hai	0.05%	0.00
vrock	0.05%	0.00
vampire	0.05%	0.00
marilith	0.05%	0.00
barbed devil	0.05%	0.00
mind flayer	0.05%	0.00
horned devil	0.05%	0.00
black dragon	0.05%	0.00
xorn	0.05%	0.00
captain	0.05%	0.00
kraken	0.05%	0.00
fire giant	0.05%	0.00
green dragon	0.05%	0.00
baby silver dragon	0.05%	0.00

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