Best Safest PyPI Packages 2026
O mais seguro pypi packages in 2026 is lxml com uma Pontuação de Confiança Nerq de 81/100 (A-), based on Nerq's independent analysis of 50 safest pypi packages across 5 trust dimensões. Atualizado diariamente — última atualização: 2026-08-14.
Segundo 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 dimensões including segurança, manutenção, and adoção pela comunidade. Atualizado diariamente.
| # | Nome | Confiança | Nota |
|---|---|---|---|
| 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 por Nerq Trust Score
| # | Nome | Confiança | Nota | Estrelas | Descrição |
|---|---|---|---|---|---|
| 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 ativamente mantido 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 |
Como classificamos Safest PyPI Packages
These safest pypi packages are ranked por Nerq Trust Score, which evaluates segurança, manutenção, adoção pela comunidade, and transparency across multiple data points. Only entities with a trust score of 30 or above are included. As pontuações são atualizadas continuamente à medida que novos dados ficam disponíveis.
Perguntas frequentes
Quais são os melhores Best Safest PyPI Packages em 2026?
Com base nas pontuações de confiança Nerq, os Best Safest PyPI Packages mais bem classificados estão listados acima, avaliados em segurança, manutenção, documentação e adoção comunitária.
Como os Best Safest PyPI Packages são classificados?
O Nerq classifica ferramentas usando o Trust Score v2, que combina análise de segurança, atividade de manutenção, qualidade de documentação e adoção comunitária.
Estes Best Safest PyPI Packages são seguros para usar?
Cada ferramenta tem um relatório de segurança individual. Clique em qualquer nome para ver sua análise de confiança detalhada.
O que significa um Nerq Trust Score de A?
A nota A (80–89) significa que a entidade tem sinais fortes em segurança, manutenção, documentação e adoção comunitária. A+ (90–100) é a nota mais alta.
Como o Nerq avalia Best Safest PyPI Packages?
O Nerq analisa Best Safest PyPI Packages em múltiplas dimensões incluindo vulnerabilidades, conformidade de licenças, atividade de manutenção, qualidade de documentação e adoção comunitária. Cada dimensão é pontuada independentemente e combinada em uma pontuação de confiança geral (0–100).