Best Safest PyPI Packages 2026
Cel mai sigur #1 pypi packages in 2026 is lxml cu un Scor de Încredere Nerq de 81/100 (A-), based on Nerq's independent analysis of 50 safest pypi packages across 5 trust dimensiuni. Actualizat zilnic — ultima actualizare: 2026-08-10.
Conform Nerq's analysis, the top 5 safest pypi packages by trust score are: 1. lxml (81/100), 2. coverage (81/100), 3. huggingface-hub (81/100), 4. mypy (81/100), 5. cython (81/100). Nerq Trust Scores range from 79 to 81 among the top 50. Scores are based on 5 independent trust dimensiuni including securitate, mentenanță, and adoptare comunitară. Actualizat zilnic.
| # | Nume | Încredere | Notă |
|---|---|---|---|
| 1 | lxml | 81 | A- |
| 2 | coverage | 81 | A- |
| 3 | huggingface-hub | 81 | A- |
| 4 | mypy | 81 | A- |
| 5 | cython | 81 | A- |
| 6 | langchain-core | 81 | A- |
| 7 | argcomplete | 81 | A- |
| 8 | bleach | 81 | A- |
| 9 | plotly | 81 | A- |
| 10 | weaviate-client | 81 | A- |
Top 50 Safest PyPI Packages după Nerq Trust Score
| # | Nume | Încredere | Notă | Stars | Descriere |
|---|---|---|---|---|---|
| 1 | lxml | 81 | A- | 107507.7k | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API. |
| 2 | coverage | 81 | A- | 77202.5k | Code coverage measurement for Python |
| 3 | huggingface-hub | 81 | A- | 119015.4k | Client library to download and publish models, datasets and other repos on the huggingface.co hub |
| 4 | mypy | 81 | A- | 53958.1k | Optional static typing for Python |
| 5 | cython | 81 | A- | 30527.5k | The Cython compiler for writing C extensions in the Python language. |
| 6 | langchain-core | 81 | A- | 38259.9k | Building applications with LLMs through composability |
| 7 | argcomplete | 81 | A- | 16059.3k | Bash tab completion for argparse |
| 8 | bleach | 81 | A- | 14215.0k | An easy safelist-based HTML-sanitizing tool. |
| 9 | plotly | 81 | A- | 13779.0k | An open-source interactive data visualization library for Python |
| 10 | weaviate-client | 81 | A- | 12971.4k | A python native Weaviate client |
| 11 | aenum | 81 | A- | 11332.7k | Advanced Enumerations (compatible with Python's stdlib Enum), NamedTuples, and NamedConstants |
| 12 | billiard | 81 | A- | 11021.4k | Python multiprocessing fork with improvements and bugfixes |
| 13 | amqp | 81 | A- | 10862.9k | Low-level AMQP client for Python (fork of amqplib). |
| 14 | opencv-python | 81 | A- | 10769.8k | Wrapper package for OpenCV python bindings. |
| 15 | ray | 81 | A- | 11620.3k | Ray provides a simple, universal API for building distributed applications. |
| 16 | charset-normalizer | 81 | A- | 397155.8k | The Real First Universal Charset Detector. Open, modern and menținut activ alternative to Chard... |
| 17 | botocore | 81 | A- | 342837.1k | Low-level, data-driven core of boto 3. |
| 18 | httpx | 81 | A- | 178334.2k | The next generation HTTP client. |
| 19 | aiohttp | 81 | A- | 93596.9k | Async http client/server framework (asyncio) |
| 20 | langchain | 81 | A- | 66420.6k | Building applications with LLMs through composability |
| 21 | transformers | 81 | A- | 48067.1k | Transformers: the model-definition framework for state-of-the-art machine learning models in text, v... |
| 22 | litellm | 81 | A- | 21487.8k | Library to easily interface with LLM API providers |
| 23 | anthropic | 81 | A- | 19615.1k | The official Python library for the anthropic API |
| 24 | aliyun-python-sdk-core | 81 | A- | 19375.0k | The core module of Aliyun Python SDK. |
| 25 | slack-sdk | 81 | A- | 18872.9k | The Slack API Platform SDK for Python |
| 26 | sentry-sdk | 81 | A- | 43137.4k | Python client for Sentry (https://sentry.io) |
| 27 | datasets | 81 | A- | 16324.3k | HuggingFace community-driven open-source library of datasets |
| 28 | langsmith | 81 | A- | 28896.9k | Client library to connect to the LangSmith Observability and Evaluation Platform. |
| 29 | awscli | 81 | A- | 101217.6k | Universal Command Line Environment for AWS. |
| 30 | pygments | 81 | A- | 280532.9k | Pygments is a syntax highlighting package written in Python. |
| 31 | google-cloud-storage | 81 | A- | 60304.9k | Google Cloud Storage API client library |
| 32 | azure-storage-blob | 81 | A- | 33500.7k | Microsoft Azure Blob Storage Client Library for Python |
| 33 | sympy | 81 | A- | 40279.7k | Computer algebra system (CAS) in Python |
| 34 | selenium | 81 | A- | 12220.1k | Official Python bindings for Selenium WebDriver |
| 35 | pandas | 81 | A- | 188816.6k | Powerful data structures for data analysis, time series, and statistics |
| 36 | torch | 80 | B+ | 23294.9k | Tensors and Dynamic neural networks in Python with strong GPU acceleration |
| 37 | azure-storage-file-datalake | 79 | B+ | 8465.2k | Microsoft Azure File DataLake Storage Client Library for Python |
| 38 | azure-storage-queue | 79 | B+ | 7394.4k | Microsoft Azure Azure Queue Storage Client Library for Python |
| 39 | checkov | 79 | B+ | 7282.9k | Infrastructure as code static analysis |
| 40 | sendgrid | 79 | B+ | 7197.4k | Twilio SendGrid library for Python |
| 41 | spacy | 79 | B+ | 5611.8k | Industrial-strength Natural Language Processing (NLP) in Python |
| 42 | blis | 79 | B+ | 5014.7k | The Blis BLAS-like linear algebra library, as a self-contained C-extension. |
| 43 | twilio | 79 | B+ | 4376.7k | Twilio API client and TwiML generator |
| 44 | atlassian-python-api | 79 | B+ | 3148.8k | Python Atlassian REST API Wrapper |
| 45 | azure-mgmt-containerregistry | 79 | B+ | 3135.9k | Microsoft Azure Containerregistry Management Client Library for Python |
| 46 | motor | 79 | B+ | 1911.3k | Non-blocking MongoDB driver for Tornado or asyncio |
| 47 | azure-mgmt-sql | 79 | B+ | 1753.6k | Microsoft Azure SQL Management Client Library for Python |
| 48 | azure-cli-core | 79 | B+ | 1627.0k | Microsoft Azure Command-Line Tools Core Module |
| 49 | allure-python-commons | 79 | B+ | 1571.5k | Contains the API for end users as well as helper functions and classes to build Allure adapters for ... |
| 50 | azure-cli | 79 | B+ | 1558.6k | Microsoft Azure Command-Line Tools |
Cum clasificăm Safest PyPI Packages
These safest pypi packages are ranked după Nerq Trust Score, which evaluates securitate, mentenanță, adoptare comunitară, and transparency across multiple data points. Only entities with a trust score of 30 or above are included. Scorurile sunt actualizate continuu pe măsură ce devin disponibile date noi.
Întrebări frecvente
Care sunt cele mai bune Best Safest PyPI Packages în 2026?
Pe baza scorurilor de încredere Nerq, cele mai bine clasate Best Safest PyPI Packages sunt listate mai sus, evaluate pe securitate, întreținere, documentare și adoptare comunitară.
Cum sunt clasificate Best Safest PyPI Packages?
Nerq clasifică instrumentele folosind Trust Score v2, care combină analiza de securitate, activitatea de întreținere, calitatea documentării și adoptarea comunitară.
Sunt aceste Best Safest PyPI Packages sigure de utilizat?
Fiecare instrument are un raport de securitate individual. Faceți clic pe numele unui instrument pentru a vedea analiza detaliată a încrederii.
Ce înseamnă un Nerq Trust Score de A?
Nota A (80–89) înseamnă că entitatea are semnale puternice în securitate, întreținere, documentare și adoptare comunitară. A+ (90–100) este cea mai mare notă posibilă.
Cum evaluează Nerq Best Safest PyPI Packages?
Nerq analizează Best Safest PyPI Packages pe mai multe dimensiuni inclusiv vulnerabilități de securitate, conformitate cu licențe, activitate de întreținere, calitate de documentare și adoptare comunitară. Fiecare dimensiune este notată independent și combinată într-un scor de încredere global (0–100).