Back to top

Orc Brain: Replay Aka Tool

Drop your Replay here

This tool uses our Aka Database and a Neural Network to determine the Akas in a Warcraft 3 Replay. The tool does two things:

1. If we have an aka for a player saved in our database, it will be displayed below his name. We store more than a thousand akas.

2. It will analyze the player's actions and key bindings and classifies if they seem similar to well-known players.

How does the analysis work? The algorithm is using a Neural Network that I've trained on thousands of replays. A Neural Network is kind of like a human brain. But mine is quite simple, so it's more like an Orc brain. It can achieve an accuracy of about 90%. I could improve it further in the future by tweaking some things and adding more data. The Analysis performs very well for known players and not so well for lesser known players or weird replays (e.g. players who leave early or don't do anything). If you're interested in the Network, let me know. I might upload it to Github.

The network is trained to recognize (other players will be 'unknown' if predicted correctly)

120
14sui
4uvakcool
Acx
Ag3nt
Agatha
Ajk
Alone
Anima
Anxi
AtheistP
Believe
Biko
Bizzare
Blade
Boka
CR
Cash
Cechi
Chaemiko
Check
CheerOn
Colorful
CoopeR
Crrpt
DV
Deathnote
Def
EBlue
Edo
EfFeCt
EleGaNt
EnChant
EnTe
Ena1337
Eye-Servant
Fast
Fhra
Flopoks
Fly100%
FoCuS
Foggy
FpXy
Free
HLA
Happy
Havoline
HawK
Heke
HuG
Hunter
HurricaneBo
Ice orc
Infi
JokeRn
Jon
KHV.WannotDie
KKapstone
KnOfF
LawLiet
LeMei
LeX
Life
LiiLD.C
Lin Guagua
Load
LongWalk
Lubber
Lucifer
Lyn
MOES
Masaa
MisterWinner
Moon
Moon (Bulgarian Night Elf)
Mudrost
Music
Neytpoh
Nick
NightEnD
OC
OrcWorker
Ox
Passion
Pcg 123
Pingge
Please
PodAnd
PteN
Puppet
RaZZoRMaN
Rain
ReMinD
Rellik
ReprisaL
Roll
Romantic
Rudan
Rvs
S.o.K.o.L
Safe
ShaDai
Sheik
Sini
Skutt
SkyRocky
Sniq
So.in
Sok
Sonik
Spaten
Starshaped
Still
Stink3r
SworD
SyDe
TH000
Tbc bm
ThorZaIN
Three
TitaN
ToD
ToRReN
Vila
VolanD
WFZ
WaN
Walter
WannotDie
WarchiefRich
WhO
WoLv
X3-DemoN
XeLSinG
XiaoKK
YAwS
Yange
Yumiko
Ze1Ko
Zhou Xixi
tank
thegreatwall
无道oc

Please be patient after submitting your replay. The analysis can take a while. If you resubmit it before the process is finished, the analysis may take even longer.