Best Data & Analytics Tools 2026
The #1 data & analytics tools in 2026 is @supabase/realtime-js avec un Score de Confiance Nerq de 90/100 (A+), based on Nerq's independent analysis of 50 data & analytics tools across 5 trust dimensions. Mise à jour quotidienne — dernière mise à jour: 2026-06-06.
Selon Nerq's analysis, the top 5 data & analytics tools by trust score are: 1. @supabase/realtime-js (90/100), 2. @segment/analytics-next (89/100), 3. @turf/invariant (89/100), 4. @sanity/client (89/100), 5. tedious (88/100). Nerq Trust Scores range from 84 to 90 among the top 50. Scores are based on 5 independent trust dimensions including sécurité, maintenance, and adoption par la communauté. Mise à jour quotidienne.
| # | Nom | Confiance | Note |
|---|---|---|---|
| 1 | @supabase/realtime-js | 90 | A+ |
| 2 | @segment/analytics-next | 89 | A |
| 3 | @turf/invariant | 89 | A |
| 4 | @sanity/client | 89 | A |
| 5 | tedious | 88 | A |
| 6 | @tanstack/react-query | 88 | A |
| 7 | @amplitude/analytics-browser | 87 | A |
| 8 | @opentelemetry/instrumentation-pg | 87 | A |
| 9 | @capacitor/preferences | 87 | A |
| 10 | @opentelemetry/otlp-transformer | 87 | A |
Top 50 Data & Analytics Tools par Nerq Trust Score
| # | Nom | Confiance | Note | Étoiles | Description |
|---|---|---|---|---|---|
| 1 | @supabase/realtime-js | 90 | A+ | 13002.4k | Listen to realtime updates to your PostgreSQL database |
| 2 | @segment/analytics-next | 89 | A | 1022.3k | Analytics Next (aka Analytics 2.0) is the latest version of Segment’s JavaScript SDK - enabling you ... |
| 3 | @turf/invariant | 89 | A | 2676.4k | Lightweight utility for input validation and data extraction in Turf.js. Ensures GeoJSON inputs are ... |
| 4 | @sanity/client | 89 | A | 1099.9k | Client for retrieving, creating and patching data from Sanity.io |
| 5 | tedious | 88 | A | 1341.7k | A TDS driver, for connecting to MS SQLServer databases. |
| 6 | @tanstack/react-query | 88 | A | 20688.3k | Hooks for managing, caching and syncing asynchronous and remote data in React |
| 7 | @amplitude/analytics-browser | 87 | A | 1343.0k | Official Amplitude SDK for Web |
| 8 | @opentelemetry/instrumentation-pg | 87 | A | 12879.8k | OpenTelemetry instrumentation for `pg` and `pg-pool` database client for PostgreSQL |
| 9 | @capacitor/preferences | 87 | A | 185.1k | The Preferences API provides a simple key/value persistent store for lightweight data. |
| 10 | @opentelemetry/otlp-transformer | 87 | A | 18532.7k | Transform OpenTelemetry SDK data into OTLP |
| 11 | @salesforce/source-tracking | 87 | A | 302.0k | API for tracking local and remote Salesforce metadata changes |
| 12 | @payloadcms/drizzle | 87 | A | 138.1k | A library of shared functions used by different payload database adapters |
| 13 | deck.gl | 87 | A | 142.5k | A suite of 3D-enabled data visualization overlays, suitable for react-map-gl |
| 14 | @amplitude/analytics-node | 87 | A | 532.2k | Official Amplitude SDK for NodeJS |
| 15 | @payloadcms/db-postgres | 87 | A | 125.9k | The officially supported Postgres database adapter for Payload |
| 16 | @vaadin/grid | 87 | A | 181.1k | A free, flexible and high-quality Web Component for showing large amounts of tabular data |
| 17 | @azure/core-rest-pipeline | 86 | A | 10235.9k | Isomorphic client library for making HTTP requests in node.js and browser. |
| 18 | gatsby-source-filesystem | 85 | A | 128.4k | Gatsby source plugin for building websites from local data. Markdown, JSON, images, YAML, CSV, and d... |
| 19 | @firebase/database-compat | 85 | A | 7651.0k | The Realtime Database component of the Firebase JS SDK. |
| 20 | @firebase/analytics | 85 | A | 4850.9k | A analytics package for new firebase packages |
| 21 | @firebase/database | 85 | A | 7893.4k | This is the Firebase Realtime Database component of the Firebase JS SDK. |
| 22 | @opentelemetry/instrumentation-mongoose | 85 | A | 12082.8k | OpenTelemetry instrumentation for `mongoose` database object data modeling (ODM) library for MongoDB |
| 23 | @firebase/analytics-compat | 85 | A | 4660.4k | This is the compatibility layer for the Firebase Analytics component of the Firebase JS SDK. |
| 24 | @amplitude/analytics-react-native | 85 | A- | 107.3k | Official React Native SDK |
| 25 | @payloadcms/db-sqlite | 84 | A- | 13.6k | The officially supported SQLite database adapter for Payload |
| 26 | @amplitude/unified | 84 | A- | 37.9k | Official Amplitude SDK for Web analytics, experiment, session replay, and more. |
| 27 | multer | 84 | A- | 10826.8k | Middleware for handling `multipart/form-data`. |
| 28 | @influxdata/influxdb3-client | 84 | A- | 14.2k | The Client that provides a simple and convenient way to interact with InfluxDB 3. |
| 29 | @mastra/datadog | 84 | A- | 16.9k | Datadog LLM Observability exporter for Mastra - exports tracing data to Datadog's LLM Observability ... |
| 30 | @metriport/api-sdk | 84 | A- | 10.8k | Metriport helps you access and manage health and medical data, through a single open source API. |
| 31 | @tanstack/vue-table | 84 | A- | 234.0k | Headless UI for building powerful tables & datagrids for Vue. |
| 32 | dt-sql-parser | 84 | A- | 20.8k | SQL Parsers for BigData, built with antlr4 |
| 33 | @100mslive/hms-video-store | 84 | A- | 25.0k | @100mslive Core SDK which abstracts the complexities of webRTC while providing a reactive store for ... |
| 34 | @capacitor-community/sqlite | 84 | A- | 37.5k | Community plugin for native & electron SQLite databases |
| 35 | @crawlee/jsdom | 84 | A- | 38.1k | The scalable web crawling and scraping library for JavaScript/Node.js. Enables development of data e... |
| 36 | @crawlee/cli | 84 | A- | 38.1k | The scalable web crawling and scraping library for JavaScript/Node.js. Enables development of data e... |
| 37 | crawlee | 84 | A- | 38.3k | The scalable web crawling and scraping library for JavaScript/Node.js. Enables development of data e... |
| 38 | @crawlee/puppeteer | 84 | A- | 38.8k | The scalable web crawling and scraping library for JavaScript/Node.js. Enables development of data e... |
| 39 | @crawlee/cheerio | 84 | A- | 41.1k | The scalable web crawling and scraping library for JavaScript/Node.js. Enables development of data e... |
| 40 | @crawlee/http | 84 | A- | 41.2k | The scalable web crawling and scraping library for JavaScript/Node.js. Enables development of data e... |
| 41 | @crawlee/playwright | 84 | A- | 42.8k | The scalable web crawling and scraping library for JavaScript/Node.js. Enables development of data e... |
| 42 | @crawlee/browser | 84 | A- | 43.6k | The scalable web crawling and scraping library for JavaScript/Node.js. Enables development of data e... |
| 43 | @swimlane/ngx-datatable | 84 | A- | 44.9k | ngx-datatable is an Angular table grid component for presenting large and complex data. |
| 44 | @crawlee/core | 84 | A- | 55.9k | The scalable web crawling and scraping library for JavaScript/Node.js. Enables development of data e... |
| 45 | file-type | 84 | A- | 34761.2k | Detect the file type of a file, stream, or data |
| 46 | @aws-amplify/client-config | 84 | A- | 116.0k | Responsible for translating stack outputs and metadata (read via the [deployed-backend-client](../de... |
| 47 | @jupyterlab/metadataform | 84 | A- | 11.8k | A helper to build form for metadata |
| 48 | @lancedb/lancedb | 84 | A- | 350.8k | LanceDB: A serverless, low-latency vector database for AI applications |
| 49 | @react-stately/data | 84 | A- | 1784.4k | Spectrum UI components in React |
| 50 | @prisma/client | 84 | A- | 6789.4k | Prisma Client is an auto-generated, type-safe and modern JavaScript/TypeScript ORM for Node.js that'... |
Comment nous classons Data & Analytics Tools
These data & analytics tools are ranked par Nerq Trust Score, which evaluates sécurité, maintenance, adoption par la communauté, and transparency across multiple data points. Only entities with a trust score of 30 or above are included. Les scores sont mis à jour en continu dès que de nouvelles données sont disponibles.
Questions fréquentes
Quels sont les meilleurs Best Data & Analytics Tools en 2026 ?
Basé sur les scores de confiance Nerq, les Best Data & Analytics Tools les mieux classés sont listés ci-dessus, évalués sur la sécurité, la maintenance, la documentation et l'adoption communautaire.
Comment les Best Data & Analytics Tools sont-ils classés ?
Nerq classe les outils avec Trust Score v2, combinant analyse de sécurité, activité de maintenance, qualité de documentation et signaux d'adoption communautaire.
Ces Best Data & Analytics Tools sont-ils sûrs à utiliser ?
Chaque outil dispose d'un rapport de sécurité individuel. Cliquez sur le nom d'un outil pour voir son analyse de confiance détaillée.
Que signifie un Nerq Trust Score de A ?
La note A (80–89) signifie que l'entité a de forts signaux en sécurité, maintenance, documentation et adoption communautaire. A+ (90–100) est la meilleure note possible.
Comment Nerq évalue-t-il les Best Data & Analytics Tools ?
Nerq analyse les Best Data & Analytics Tools sur plusieurs dimensions incluant les vulnérabilités, la conformité des licences, l'activité de maintenance, la qualité de documentation et l'adoption communautaire. Chaque dimension est notée indépendamment et combinée en un score de confiance global (0–100).