Best Data & Analytics Tools 2026
The #1 data & analytics tools in 2026 is @segment/analytics-next con una Puntuación de Confianza Nerq de 89/100 (A), based on Nerq's independent analysis of 50 data & analytics tools across 5 trust dimensiones. Se actualiza diariamente — última actualización: 2026-09-12.
Según Nerq's analysis, the top 5 data & analytics tools by trust score are: 1. @segment/analytics-next (89/100), 2. @turf/invariant (89/100), 3. @sanity/client (89/100), 4. tedious (88/100), 5. @amplitude/analytics-browser (87/100). Nerq Trust Scores range from 83 to 89 among the top 50. Scores are based on 5 independent trust dimensiones including seguridad, mantenimiento, and adopción por la comunidad. Se actualiza diariamente.
| # | Nombre | Confianza | Grado |
|---|---|---|---|
| 1 | @segment/analytics-next | 89 | A |
| 2 | @turf/invariant | 89 | A |
| 3 | @sanity/client | 89 | A |
| 4 | tedious | 88 | A |
| 5 | @amplitude/analytics-browser | 87 | A |
| 6 | @capacitor/preferences | 87 | A |
| 7 | @payloadcms/db-postgres | 87 | A |
| 8 | deck.gl | 87 | A |
| 9 | @salesforce/source-tracking | 87 | A |
| 10 | @amplitude/analytics-node | 87 | A |
Top 50 Data & Analytics Tools por Nerq Trust Score
| # | Nombre | Confianza | Grado | Estrellas | Descripción |
|---|---|---|---|---|---|
| 1 | @segment/analytics-next | 89 | A | 1022.3k | Analytics Next (aka Analytics 2.0) is the latest version of Segment’s JavaScript SDK - enabling you ... |
| 2 | @turf/invariant | 89 | A | 2676.4k | Lightweight utility for input validation and data extraction in Turf.js. Ensures GeoJSON inputs are ... |
| 3 | @sanity/client | 89 | A | 1099.9k | Client for retrieving, creating and patching data from Sanity.io |
| 4 | tedious | 88 | A | 1341.7k | A TDS driver, for connecting to MS SQLServer databases. |
| 5 | @amplitude/analytics-browser | 87 | A | 1343.0k | Official Amplitude SDK for Web |
| 6 | @capacitor/preferences | 87 | A | 185.1k | The Preferences API provides a simple key/value persistent store for lightweight data. |
| 7 | @payloadcms/db-postgres | 87 | A | 125.9k | The officially supported Postgres database adapter for Payload |
| 8 | deck.gl | 87 | A | 142.5k | A suite of 3D-enabled data visualization overlays, suitable for react-map-gl |
| 9 | @salesforce/source-tracking | 87 | A | 302.0k | API for tracking local and remote Salesforce metadata changes |
| 10 | @amplitude/analytics-node | 87 | A | 532.2k | Official Amplitude SDK for NodeJS |
| 11 | @payloadcms/drizzle | 87 | A | 138.1k | A library of shared functions used by different payload database adapters |
| 12 | @vaadin/grid | 87 | A | 181.1k | A free, flexible and high-quality Web Component for showing large amounts of tabular data |
| 13 | gatsby-source-filesystem | 85 | A | 128.4k | Gatsby source plugin for building websites from local data. Markdown, JSON, images, YAML, CSV, and d... |
| 14 | @firebase/database-compat | 85 | A | 16086.8k | The Realtime Database component of the Firebase JS SDK. |
| 15 | @prisma/client | 85 | A | 16077.0k | Prisma Client is an auto-generated, type-safe and modern JavaScript/TypeScript ORM for Node.js that'... |
| 16 | @firebase/database | 85 | A | 16362.3k | This is the Firebase Realtime Database component of the Firebase JS SDK. |
| 17 | @amplitude/analytics-react-native | 85 | A- | 107.3k | Official React Native SDK |
| 18 | @amplitude/unified | 84 | A- | 37.9k | Official Amplitude SDK for Web analytics, experiment, session replay, and more. |
| 19 | @metriport/api-sdk | 84 | A- | 10.8k | Metriport helps you access and manage health and medical data, through a single open source API. |
| 20 | @payloadcms/db-sqlite | 84 | A- | 13.6k | The officially supported SQLite database adapter for Payload |
| 21 | @mastra/datadog | 84 | A- | 16.9k | Datadog LLM Observability exporter for Mastra - exports tracing data to Datadog's LLM Observability ... |
| 22 | @100mslive/hms-video-store | 84 | A- | 25.0k | @100mslive Core SDK which abstracts the complexities of webRTC while providing a reactive store for ... |
| 23 | @capacitor-community/sqlite | 84 | A- | 37.5k | Community plugin for native & electron SQLite databases |
| 24 | @crawlee/jsdom | 84 | A- | 38.1k | The scalable web crawling and scraping library for JavaScript/Node.js. Enables development of data e... |
| 25 | crawlee | 84 | A- | 38.3k | The scalable web crawling and scraping library for JavaScript/Node.js. Enables development of data e... |
| 26 | @crawlee/puppeteer | 84 | A- | 38.8k | The scalable web crawling and scraping library for JavaScript/Node.js. Enables development of data e... |
| 27 | @crawlee/cheerio | 84 | A- | 41.1k | The scalable web crawling and scraping library for JavaScript/Node.js. Enables development of data e... |
| 28 | @crawlee/http | 84 | A- | 41.2k | The scalable web crawling and scraping library for JavaScript/Node.js. Enables development of data e... |
| 29 | @crawlee/playwright | 84 | A- | 42.8k | The scalable web crawling and scraping library for JavaScript/Node.js. Enables development of data e... |
| 30 | @crawlee/browser | 84 | A- | 43.6k | The scalable web crawling and scraping library for JavaScript/Node.js. Enables development of data e... |
| 31 | @swimlane/ngx-datatable | 84 | A- | 44.9k | ngx-datatable is an Angular table grid component for presenting large and complex data. |
| 32 | @crawlee/core | 84 | A- | 55.9k | The scalable web crawling and scraping library for JavaScript/Node.js. Enables development of data e... |
| 33 | @aws-amplify/client-config | 84 | A- | 116.0k | Responsible for translating stack outputs and metadata (read via the [deployed-backend-client](../de... |
| 34 | @tanstack/vue-table | 84 | A- | 234.0k | Headless UI for building powerful tables & datagrids for Vue. |
| 35 | @influxdata/influxdb3-client | 84 | A- | 14.2k | The Client that provides a simple and convenient way to interact with InfluxDB 3. |
| 36 | dt-sql-parser | 84 | A- | 20.8k | SQL Parsers for BigData, built with antlr4 |
| 37 | @crawlee/cli | 84 | A- | 38.1k | The scalable web crawling and scraping library for JavaScript/Node.js. Enables development of data e... |
| 38 | @lancedb/lancedb | 84 | A- | 350.8k | LanceDB: A serverless, low-latency vector database for AI applications |
| 39 | @jupyterlab/metadataform | 84 | A- | 11.8k | A helper to build form for metadata |
| 40 | @strapi/strapi | 84 | A- | 132.1k | An open source headless CMS solution to create and manage your own API. It provides a powerful dashb... |
| 41 | @vercel/analytics | 84 | A- | 2102.8k | Gain real-time traffic insights with Vercel Web Analytics |
| 42 | @react-stately/data | 84 | A- | 1784.4k | Spectrum UI components in React |
| 43 | vue-meta | 84 | A- | 111.9k | Manage HTML metadata in Vue.js components with ssr support |
| 44 | @deck.gl/aggregation-layers | 84 | A- | 207.1k | deck.gl layers that aggregate the input data into alternative representations |
| 45 | @mui/x-data-grid-premium | 84 | A- | 335.6k | The Premium plan edition of the MUI X Data Grid Components. |
| 46 | @firebase/analytics-compat | 84 | A- | 9619.4k | This is the compatibility layer for the Firebase Analytics component of the Firebase JS SDK. |
| 47 | @firebase/analytics | 84 | A- | 9858.3k | A analytics package for new firebase packages |
| 48 | ag-grid-community | 83 | A- | 920.2k | Advanced Data Grid / Data Table supporting Javascript / Typescript / React / Angular / Vue |
| 49 | cspell-trie-lib | 83 | A- | 1110.5k | Trie Data Structure to support cspell. |
| 50 | eslint-plugin-perfectionist | 83 | A- | 1322.6k | ESLint plugin for sorting various data such as objects, imports, types, enums, JSX props, etc. |
Cómo clasificamos Data & Analytics Tools
These data & analytics tools are ranked por Nerq Trust Score, which evaluates seguridad, mantenimiento, adopción por la comunidad, and transparency across multiple data points. Only entities with a trust score of 30 or above are included. Las puntuaciones se actualizan continuamente a medida que hay nuevos datos.
Preguntas frecuentes
¿Cuáles son los mejores Best Data & Analytics Tools en 2026?
Basado en puntuaciones de confianza Nerq, los Best Data & Analytics Tools mejor clasificados están listados arriba, evaluados en seguridad, mantenimiento, documentación y adopción comunitaria.
¿Cómo se clasifican los Best Data & Analytics Tools?
Nerq clasifica herramientas usando Trust Score v2, que combina análisis de seguridad, actividad de mantenimiento, calidad de documentación y adopción comunitaria.
¿Son seguros estos Best Data & Analytics Tools?
Cada herramienta tiene un informe de seguridad individual. Haga clic en cualquier nombre para ver su análisis de confianza detallado.
¿Qué significa un Nerq Trust Score de A?
La calificación A (80–89) significa que la entidad tiene señales fuertes en seguridad, mantenimiento, documentación y adopción comunitaria. A+ (90–100) es la calificación más alta.
¿Cómo evalúa Nerq los Best Data & Analytics Tools?
Nerq analiza Best Data & Analytics Tools en múltiples dimensiones incluyendo vulnerabilidades, cumplimiento de licencias, actividad de mantenimiento, calidad de documentación y adopción comunitaria. Cada dimensión se puntúa independientemente y se combina en una puntuación de confianza general (0–100).