Best Data & Analytics Tools 2026
The #1 data & analytics tools in 2026 is @supabase/realtime-js con un Punteggio di fiducia Nerq di 90/100 (A+), based on Nerq's independent analysis of 50 data & analytics tools across 5 trust dimensioni. Aggiornato quotidianamente — ultimo aggiornamento: 2026-06-06.
Secondo 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 dimensioni including sicurezza, manutenzione, and adozione della comunità. Aggiornato quotidianamente.
| # | Nome | Fiducia | Voto |
|---|---|---|---|
| 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 per Nerq Trust Score
| # | Nome | Fiducia | Voto | Stars | Descrizione |
|---|---|---|---|---|---|
| 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'... |
Come classifichiamo Data & Analytics Tools
These data & analytics tools are ranked per Nerq Trust Score, which evaluates sicurezza, manutenzione, adozione della comunità, and transparency across multiple data points. Only entities with a trust score of 30 or above are included. I punteggi vengono aggiornati continuamente quando sono disponibili nuovi dati.
Domande frequenti
Quali sono i migliori Best Data & Analytics Tools nel 2026?
In base ai punteggi di fiducia Nerq, i Best Data & Analytics Tools meglio classificati sono elencati sopra, valutati su sicurezza, manutenzione, documentazione e adozione comunitaria.
Come vengono classificati i Best Data & Analytics Tools?
Nerq classifica gli strumenti utilizzando il Trust Score v2, che combina analisi di sicurezza, attività di manutenzione, qualità della documentazione e adozione comunitaria.
Questi Best Data & Analytics Tools sono sicuri da usare?
Ogni strumento ha un rapporto di sicurezza individuale. Clicca su qualsiasi nome per vedere l'analisi di fiducia dettagliata.
Cosa significa un Nerq Trust Score di A?
Il voto A (80–89) significa che l'entità ha segnali forti in sicurezza, manutenzione, documentazione e adozione comunitaria. A+ (90–100) è il voto più alto.
Come valuta Nerq i Best Data & Analytics Tools?
Nerq analizza i Best Data & Analytics Tools su più dimensioni tra cui vulnerabilità di sicurezza, conformità delle licenze, attività di manutenzione, qualità della documentazione e adozione comunitaria. Ogni dimensione è valutata indipendentemente e combinata in un punteggio di fiducia complessivo (0–100).