Package Insights

What's this?

High downloads, low stars

mongodb
motor
9.9M downloads
2.5K
Microsoft
applicationinsights
9.9M downloads
140
willtrnr
pyxlsb
9.9M downloads
96
kazhala
pfzy
9.8M downloads
12
Mimino666
langdetect
9.8M downloads
1.9K

High stars, unique repos only

huggingface
pytorch-pretrained-bert
88.1K downloads
161.4K
nomic-ai
gpt4all
68.7K downloads
77.4K
OpenHands
openhands-ai
1.3M downloads
76.0K
OpenBB-finance
openbb-cli
3.3K downloads
68.7K
labmlai
labml-nn
2.2K downloads
66.9K

5K+ downloads, >10% growth

sgl-project
sglang
351.0M downloads
+105.1%
fastai
ghapi
59.2M downloads
+61.3%
vmagamedov
grpclib
57.3M downloads
+59.1%
uqfoundation
multiprocess
227.7M downloads
+55.8%
python
types-certifi
59.4M downloads
+54.2%

Stale maintenance

python-hyper
h11
809.3M downloads
1 year ago
pyasn1
pyasn1-modules
451.8M downloads
1 year ago
requests
requests-toolbelt
300.7M downloads
3 years ago
openpyxl
282.3M downloads
1 year ago
et-xmlfile
279.7M downloads
1 year ago

Popular packages, >12/year avg

boto
botocore
181.4/year
Rapid
boto
boto3
176.7/year
Rapid
pypa
setuptools
31.0/year
Rapid
aio-libs
aiobotocore
13.4/year
Rapid
pyca
cryptography
12.6/year
Rapid

Popular packages, oldest releases

SimonSapin
webencodings
9 years ago
Stalled
uiri
toml
5 years ago
Stalled
pexpect
ptyprocess
5 years ago
Stalled
tiran
defusedxml
5 years ago
Stalled
grantjenks
sortedcontainers
5 years ago
Stalled

>5 issues per 1k stars

open-telemetry
517.0/1k★
fsspec
fsspec
765.0M downloads
237.7/1k★
pypa
setuptools
1.3B downloads
212.7/1k★
pygments
pygments
1.1B downloads
210.4/1k★
fsspec
s3fs
657.4M downloads
155.6/1k★

Most discussions per 1k stars

sqlalchemy
sqlalchemy
381.7M downloads
313.1/1k★
encode
httpcore
718.0M downloads
217.3/1k★
pypa
setuptools
1.3B downloads
102.1/1k★
open-telemetry
92.8/1k★
pydantic
pydantic
1.1B downloads
79.6/1k★

Latest Advisories 70 new this week

tao-subnet-metrics
MAL-2026-5457 · Malicious code in tao-subnet-metrics (PyPI)
3 hr ago
ultimate-ai-power
MAL-2026-5458 · Malicious code in ultimate-ai-power (PyPI)
3 hr ago
cubifyanything
MAL-2026-5404 · Malicious code in cubifyanything (PyPI)
3 hr ago
dstill
MAL-2026-5345 · Malicious code in dstill (PyPI)
9 hr ago
xfoofoox
MAL-2026-5340 · Malicious code in xfoofoox (PyPI)
21 hr ago

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Top 10 by Monthly Downloads

842K
Packages Tracked
165B
Monthly Downloads
147
Days of Data
23 min ago
Last Updated

About PyRank

PyRank combines PyPI download statistics, GitHub activity, and OSV security advisories into a single view of the Python ecosystem - 750,000+ packages, cross-referenced so you can see things no single source shows. Use it to compare monthly download counts, star trends, and maintenance health across packages - whether evaluating a new dependency or monitoring existing ones.

Download data comes from ClickHouse and is updated nightly. Repository metadata (stars, forks, issues, topics) comes from the GitHub API and updates weekly. Malicious package advisories come from OSV.dev and refresh daily. Health scores, momentum indicators, and package insights are calculated from this raw data.

Learn how PyRank works, or search for a package to get started.