Please use blitz-replays instead. It is faster and more feature-rich.
Python scripts to analyze WoT Blitz replays and stats. All the scripts require Python 3.7 or later.
- upload_wotb_replays.py: An asynchronous replay uploader.
- analyze_wotb_replays.py: A tool to calculate statistics of a set of replays. Upload the replays first with upload_wotb_replays.py and then calculate the statistics with analyze_wotb_replays.py based on the resulting .json files.
- get_tankopedia.py: Get the lastest tankopedia data from wotinspector.com. The script fetches only a limited set of data. You may edit to your needs.
- extract_tankopedia.py: Extract Blitz data directly from the Blitz app files. You need to download the Blitz App APK package and unzip it to a folder. Requires Python 3.7 or higher.
- blitzutils.py: A utils class for various Blitz related to functions. Other scripts use this, so you need to place it to the same folder with the other scripts
- tanks.json: Tankopedia in WG JSON format extracted from the Blitz app files with extract_tankopedia.py. Contains only limited information required by the scripts.
- maps.json: Blitz map names extracted from the Blitz app files with extract_tankopedia.py.
- Install Python 3.8 or later to your computer/laptop
- Install the required Python modules (see requirements.txt: motor, aiohttp, aioconsole, aiofiles, aiosqlite, beautifulsoup4, lxml, xmltodict, progress
python -m pip install -r requirements.txt
- Clone the repository. GitHub Desktop is an excellent GUI for
git. This makes it easy to receive the updates viagit pull.
git clone https://github.com/Jylpah/blitz-tools.git
- Upload your replays with
upload_wotb_replays.py
## Check the options
# Windows Command Prompt or Powershell
python.exe .\upload_wotb_replays.py --help
# Linux or Windows Subsystem for Linux (WSL)
./upload_wotb_replays.py --help
# Upload replays (Windows)
python.exe .\upload_wotb_replays.py REPLAY_FILE.wotbreplay DIR_WITH_REPLAYS
# example
python.exe .\upload_wotb_replays.py 20200223_0122__jylpah_T-54_grossberg.wotbreplay
- Analyze replays with
analyze_wotb_replays.py
## Check options
# Windows Command Prompt or Powershell
python.exe .\analyze_wotb_replays.py --help
# Syntax (Windows)
python.exe .\analyze_wotb_replays.py REPLAY_FILE.wotbreplay.json [DIR_WITH_REPLAYS ...]
# Example (Windows)
python.exe .\analyze_wotb_replays.py 20200223_0122__jylpah_T-54_grossberg.wotbreplay.json
# Linux or Windows Subsystem for Linux (WSL)
./analyze_wotb_replays.py --help
WoT Blitz releases: launch dates and key content.
- Please remember to run the scripts from command line, not from the Python interpreter. On Windows open Command Prompt or Powershell.
- GitHub Desktop is the recommended way of downloading the scripts you can update the scripts easily via git/GitHub Deskop. To prevent GitHub Desktop from uploading your other files to github.com, you can "ignore" the files by right-clicking a file on GitHub Desktop or by manually editing the .gitignore file.
- Even though the code has an option to use MongoDB, you should not bother with that. The MongoDB support is solely for my own purposes and you do not need MongoDB to run the scripts.
You can reach me via email: [email protected] or Discord: Jylpah#4662. Happy tanking and stats analysis!
% ./upload_wotb_replays.py ../../replays/2020-10-24
Replay[5]: T-54 @ Port Bay posted
Replay[6]: T54E1 @ Winter Malinovka posted
Replay[4]: T54E1 @ Canal posted
Replay[2]: T-54 @ Himmelsdorf posted
Replay[1]: Prototipo Standard B @ Oasis Palms posted
Replay[3]: Prototipo Standard B @ Yamato Harbor posted
Replay[7]: T-54 @ Fort Despair posted
Replay[8]: T-54 @ Mayan Ruins posted
Replay[11]: T-54 @ Desert Sands posted
Replay[9]: T-54 @ Canyon posted
Replay[10]: T-54 @ Hellas posted
Replay[12]: T-54 @ Rockfield posted
Replay[14]: IS-5 (Object 730) @ Vineyards posted
Replay[15]: Sturer Emil @ New Bay posted
Replay[13]: WZ-111G FT @ Canal posted
Replay[17]: SU-130PM @ Castilla posted
17 replays: 17 uploaded, 0 skipped, 0 errors
% ./analyze_wotb_replays.py ./replays/
Fetching player stats |███████████████████████████▉ | 1500/1727 86% ETA 0 h 0 mins
TOTAL_______________ Battles % Battles WR DPB Player WR Allies WR Enemies WR Allies Btls Enemies Btls
Total : 125 : 100% : 52.0% : 1780 : 58.85% : 51.55% : 51.76% : 21353 : 20981
Battle Type_________ Battles % Battles WR DPB Player WR Allies WR Enemies WR Allies Btls Enemies Btls
Encounter : 53 : 42% : 45.3% : 1626 : 58.85% : 51.96% : 52.39% : 20415 : 22003
Supremacy : 72 : 58% : 56.9% : 1893 : 58.85% : 51.25% : 51.30% : 22044 : 20228
Tier________________ Battles % Battles WR DPB Player WR Allies WR Enemies WR Allies Btls Enemies Btls
Bottom tier : 77 : 62% : 51.9% : 1758 : 58.85% : 51.88% : 51.84% : 21669 : 21755
Top tier : 48 : 38% : 52.1% : 1814 : 58.85% : 51.02% : 51.65% : 20847 : 19738
Battle Mode_________ Battles % Battles WR DPB Player WR Allies WR Enemies WR Allies Btls Enemies Btls
Burning Games : 4 : 3% : 25.0% : 1994 : 58.85% : 49.34% : 51.37% : 14873 : 17542
Random : 89 : 71% : 60.7% : 1721 : 58.85% : 50.21% : 50.66% : 21980 : 21261
Rating : 32 : 26% : 31.2% : 1915 : 58.85% : 55.56% : 54.87% : 20420 : 20632
Tank________________ Battles % Battles WR DPB Player WR Allies WR Enemies WR Allies Btls Enemies Btls
E 75 TS : 1 : 1% : 100.0% : 3221 : 58.85% : 50.41% : 46.68% : 19687 : 30106
Emil II : 55 : 44% : 45.5% : 2039 : 58.85% : 53.08% : 53.07% : 21485 : 21209
IS-5 (Object 730) : 1 : 1% : 100.0% : 1062 : 58.85% : 51.84% : 53.28% : 18667 : 27114
Leo : 21 : 17% : 71.4% : 1364 : 58.85% : 50.42% : 50.70% : 23932 : 20707
Löwe : 1 : 1% : 100.0% : 2402 : 58.85% : 46.91% : 48.25% : 23951 : 24234
Progetto M35 mod. 46 : 7 : 6% : 28.6% : 1653 : 58.85% : 52.51% : 53.32% : 12270 : 15514
Prototipo Standard B : 2 : 2% : 50.0% : 2190 : 58.85% : 50.94% : 53.95% : 23216 : 27703
Strv 74 : 9 : 7% : 88.9% : 1036 : 58.85% : 49.75% : 48.56% : 15543 : 16848
Sturer Emil : 1 : 1% : 100.0% : 699 : 58.85% : 52.00% : 50.42% : 18490 : 15746
SU-130PM : 2 : 2% : 0.0% : 2033 : 58.85% : 48.57% : 51.73% : 14783 : 17109
T 55A : 12 : 10% : 50.0% : 1735 : 58.85% : 49.48% : 50.43% : 22241 : 23411
T-54 : 8 : 6% : 25.0% : 1802 : 58.85% : 49.56% : 50.45% : 28310 : 24777
T-54 first prototype : 1 : 1% : 0.0% : 1858 : 58.85% : 50.25% : 50.58% : 13556 : 17701
T54E1 : 2 : 2% : 50.0% : 1750 : 58.85% : 51.00% : 51.63% : 25050 : 20464
Type 62 : 1 : 1% : 0.0% : 1153 : 58.85% : 55.31% : 54.14% : 12027 : 13767
WZ-111G FT : 1 : 1% : 100.0% : 3213 : 58.85% : 52.50% : 50.01% : 33311 : 22620
--mode team: Team stats --hist: Prints a histogram of alliied/enemy player stats
% ./analyze_wotb_replays.py --mode team --hist --extra room_type ./replays/
Fetching player stats |███████████████████████████▉ | 1500/1727 86% ETA 0 h 0 mins
TOTAL_______________ Battles Player WR Allies WR Enemies WR Allies Btls Enemies Btls Allies Avg Dmg Enemies Avg Dmg
Total : 125 : 58.85% : 51.55% : 51.76% : 21353 : 20981 : 1130 : 1144
Battle Type_________ Battles Player WR Allies WR Enemies WR Allies Btls Enemies Btls Allies Avg Dmg Enemies Avg Dmg
Encounter : 53 : 58.85% : 51.96% : 52.39% : 20415 : 22003 : 1135 : 1169
Supremacy : 72 : 58.85% : 51.25% : 51.30% : 22044 : 20228 : 1127 : 1125
Tier________________ Battles Player WR Allies WR Enemies WR Allies Btls Enemies Btls Allies Avg Dmg Enemies Avg Dmg
Bottom tier : 77 : 58.85% : 51.88% : 51.84% : 21669 : 21755 : 1193 : 1184
Top tier : 48 : 58.85% : 51.02% : 51.65% : 20847 : 19738 : 1030 : 1079
Battle Mode_________ Battles Player WR Allies WR Enemies WR Allies Btls Enemies Btls Allies Avg Dmg Enemies Avg Dmg
Burning Games : 4 : 58.85% : 49.34% : 51.37% : 14873 : 17542 : 1021 : 1049
Random : 89 : 58.85% : 50.21% : 50.66% : 21980 : 21261 : 1062 : 1079
Rating : 32 : 58.85% : 55.56% : 54.87% : 20420 : 20632 : 1335 : 1337
Tank________________ Battles Player WR Allies WR Enemies WR Allies Btls Enemies Btls Allies Avg Dmg Enemies Avg Dmg
E 75 TS : 1 : 58.85% : 50.41% : 46.68% : 19687 : 30106 : 1035 : 829
Emil II : 55 : 58.85% : 53.08% : 53.07% : 21485 : 21209 : 1252 : 1263
IS-5 (Object 730) : 1 : 58.85% : 51.84% : 53.28% : 18667 : 27114 : 1204 : 1120
Leo : 21 : 58.85% : 50.42% : 50.70% : 23932 : 20707 : 1027 : 1030
Löwe : 1 : 58.85% : 46.91% : 48.25% : 23951 : 24234 : 933 : 919
Progetto M35 mod. 46 : 7 : 58.85% : 52.51% : 53.32% : 12270 : 15514 : 1108 : 1123
Prototipo Standard B : 2 : 58.85% : 50.94% : 53.95% : 23216 : 27703 : 1019 : 1307
Strv 74 : 9 : 58.85% : 49.75% : 48.56% : 15543 : 16848 : 893 : 838
Sturer Emil : 1 : 58.85% : 52.00% : 50.42% : 18490 : 15746 : 1143 : 972
SU-130PM : 2 : 58.85% : 48.57% : 51.73% : 14783 : 17109 : 985 : 1024
T 55A : 12 : 58.85% : 49.48% : 50.43% : 22241 : 23411 : 1058 : 1103
T-54 : 8 : 58.85% : 49.56% : 50.45% : 28310 : 24777 : 1051 : 1147
T-54 first prototype : 1 : 58.85% : 50.25% : 50.58% : 13556 : 17701 : 1023 : 971
T54E1 : 2 : 58.85% : 51.00% : 51.63% : 25050 : 20464 : 1148 : 1109
Type 62 : 1 : 58.85% : 55.31% : 54.14% : 12027 : 13767 : 1082 : 1317
WZ-111G FT : 1 : 58.85% : 52.50% : 50.01% : 33311 : 22620 : 1239 : 1070
Player Histograms______
Win rate | Allies | Enemies | TOTAL
0% - 35% | 0 ( 0.0%) | 0 ( 0.0%) | 0 ( 0.0%)
35% - 40% | 3 ( 0.4%) | 8 ( 0.9%) | 11 ( 0.7%)
40% - 45% | 72 ( 9.9%) | 104 (11.9%) | 176 (11.0%)
45% - 48% | 142 (19.5%) | 148 (16.9%) | 290 (18.1%)
48% - 50% | 121 (16.6%) | 111 (12.7%) | 232 (14.5%)
50% - 52% | 108 (14.9%) | 132 (15.1%) | 240 (15.0%)
52% - 55% | 110 (15.1%) | 144 (16.5%) | 254 (15.9%)
55% - 60% | 104 (14.3%) | 140 (16.0%) | 244 (15.2%)
60% - 65% | 39 ( 5.4%) | 60 ( 6.9%) | 99 ( 6.2%)
65% - 70% | 18 ( 2.5%) | 16 ( 1.8%) | 34 ( 2.1%)
70% - | 10 ( 1.4%) | 12 ( 1.4%) | 22 ( 1.4%)
Avg. Dmg. | Allies | Enemies | TOTAL
0 - 200 | 0 ( 0.0%) | 1 ( 0.1%) | 1 ( 0.1%)
200 - 300 | 0 ( 0.0%) | 2 ( 0.2%) | 2 ( 0.1%)
300 - 400 | 6 ( 0.8%) | 8 ( 0.9%) | 14 ( 0.9%)
400 - 500 | 14 ( 1.9%) | 22 ( 2.5%) | 36 ( 2.2%)
500 - 600 | 31 ( 4.3%) | 30 ( 3.4%) | 61 ( 3.8%)
600 - 700 | 45 ( 6.2%) | 61 ( 7.0%) | 106 ( 6.6%)
700 - 800 | 52 ( 7.2%) | 70 ( 8.0%) | 122 ( 7.6%)
800 - 900 | 67 ( 9.2%) | 80 ( 9.1%) | 147 ( 9.2%)
900 - 1000 | 77 (10.6%) | 82 ( 9.4%) | 159 ( 9.9%)
1000 - 1100 | 95 (13.1%) | 80 ( 9.1%) | 175 (10.9%)
1100 - 1200 | 75 (10.3%) | 80 ( 9.1%) | 155 ( 9.7%)
1200 - 1300 | 66 ( 9.1%) | 83 ( 9.5%) | 149 ( 9.3%)
1300 - 1400 | 44 ( 6.1%) | 62 ( 7.1%) | 106 ( 6.6%)
1400 - 1500 | 34 ( 4.7%) | 43 ( 4.9%) | 77 ( 4.8%)
1500 - 1750 | 63 ( 8.7%) | 104 (11.9%) | 167 (10.4%)
1750 - 2000 | 33 ( 4.5%) | 35 ( 4.0%) | 68 ( 4.2%)
2000 - 2250 | 16 ( 2.2%) | 19 ( 2.2%) | 35 ( 2.2%)
2250 - 2500 | 6 ( 0.8%) | 7 ( 0.8%) | 13 ( 0.8%)
2500 - 2750 | 3 ( 0.4%) | 4 ( 0.5%) | 7 ( 0.4%)
2750 - 3000 | 0 ( 0.0%) | 1 ( 0.1%) | 1 ( 0.1%)
3000 - | 0 ( 0.0%) | 1 ( 0.1%) | 1 ( 0.1%)
Battles | Allies | Enemies | TOTAL
0k - 1k | 9 ( 1.2%) | 8 ( 0.9%) | 17 ( 1.1%)
1k - 2k | 20 ( 2.8%) | 20 ( 2.3%) | 40 ( 2.5%)
2k - 5k | 46 ( 6.3%) | 58 ( 6.6%) | 104 ( 6.5%)
5k - 7k | 84 (11.6%) | 116 (13.3%) | 200 (12.5%)
7k - 10k | 96 (13.2%) | 112 (12.8%) | 208 (13.0%)
10k - 15k | 103 (14.2%) | 126 (14.4%) | 229 (14.3%)
15k - 25k | 145 (19.9%) | 167 (19.1%) | 312 (19.5%)
25k - 50k | 167 (23.0%) | 204 (23.3%) | 371 (23.2%)
50k - | 57 ( 7.8%) | 64 ( 7.3%) | 121 ( 7.6%)