Data & Analytics Tools
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Grafana
Freemium
Grafana is the leading open-source platform for monitoring, observability, and data visualisation. It connects to 150+ data sources including Prometheus, InfluxDB, Elasticsearch, and cloud databases to create real-time dashboards. Grafana AI features include anomaly detection and natural language dashboard generation. Used by DevOps and SRE teams at 20 million+ users worldwide including Bloomberg, PayPal, and DigitalOcean for infrastructure monitoring, application performance dashboards, and business metrics visualisation in a single unified platform.
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Airbyte
Freemium
Airbyte is an open-source data integration platform with 350+ pre-built connectors for extracting data from APIs, databases, and SaaS tools into data warehouses. Its connector development kit enables building custom connectors quickly. Airbyte Cloud provides a managed version and Airbyte Enterprise adds governance and SSO. The platform handles incremental syncs, schema evolution, and transformation. Used by data engineering teams at Notion, Substack, and Priceline as an open-source alternative to Fivetran for building flexible, cost-effective ELT pipelines.
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Hex
Freemium
Hex is a collaborative data workspace combining SQL, Python, and AI in a notebook interface for data analysis, visualisation, and sharing. Teams work together on analyses in real time and publish interactive data apps to non-technical stakeholders. Hex Magic AI generates SQL and Python code from natural language, explains existing code, and suggests visualisations. Used by data teams at companies including Brex, Notion, and Plaid for collaborative data analysis that bridges the gap between technical analysis and business consumption of insights.
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Mode
Freemium
Mode is a collaborative analytics platform combining SQL, Python, R, and visualisation in one environment for data teams. Its notebook-style interface enables complex analysis while built-in sharing makes insights accessible to stakeholders. Mode's Helix AI generates SQL queries from natural language questions and explains query results. Report scheduling and embedding enable automated analytics delivery. Used by data teams at Twitch, Lyft, and WeWork for end-to-end analytics workflows from data exploration through stakeholder reporting.
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Count
Freemium
Count is a canvas-based data notebook that makes collaborative data analysis visual and interactive. Unlike traditional notebooks, Count's canvas layout lets analysts arrange SQL queries, Python code, visualisations, and text freely to tell compelling data stories. Its AI assistant generates SQL from natural language and explains analysis steps. Teams explore and present data in a single tool without switching between analysis and presentation environments. Used by data analysts who want to make their analysis process visible and collaborative rather than hidden in code.
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Starburst
Paid
Starburst is an enterprise analytics platform built on Trino (formerly PrestoSQL) that enables querying data across any data source without moving it. Teams run fast SQL queries across data lakes, warehouses, and operational databases simultaneously. Starburst's data products feature creates governed, reusable analytics assets. Used by enterprises including Comcast, Netsuite, and DoorDash for federated analytics across fragmented data infrastructure, enabling analysts to query any data source with a single SQL interface without expensive data consolidation.
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Preset
Freemium
Preset is a managed cloud platform for Apache Superset, the open-source data visualisation and BI tool. It provides hosted Superset with enterprise features including SSO, role-based access control, and multi-workspace support without the operational burden of self-hosting. Preset connects to 40+ databases and supports rich interactive dashboards. Used by data teams and startups who want Superset's powerful open-source BI capabilities with the ease of a managed SaaS platform and enterprise security features.
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Evidence
Freemium
Evidence is an open-source business intelligence framework that generates data reports and dashboards from Markdown files containing SQL queries. Analysts write reports as Markdown documents with embedded SQL and Evidence renders them as interactive web applications with live data. The code-based approach enables version control, testing, and CI/CD for analytics. Used by data engineers and analysts who want to apply software engineering best practices to analytics reporting and build maintainable, version-controlled BI without proprietary vendor lock-in.
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MotherDuck
Freemium
MotherDuck is a serverless cloud analytics platform built on DuckDB, the fast in-process analytical database. It enables running DuckDB queries on cloud data at scale while maintaining the simplicity of local DuckDB usage. MotherDuck's hybrid execution model runs queries partially locally and partially in the cloud for optimal performance. Used by data analysts and engineers who love DuckDB's simplicity and SQL compatibility but need cloud scale, sharing capabilities, and managed infrastructure for production analytics workloads.
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Deepnote
Freemium
Deepnote is a collaborative data science notebook platform for teams that combines Python, SQL, and visualisation with real-time collaboration features. Multiple team members can edit notebooks simultaneously with comments, version history, and scheduled runs. Deepnote AI generates code from natural language, explains errors, and suggests fixes. Its integration with data warehouses and APIs enables end-to-end analysis workflows. Used by data science teams at startups and scale-ups who want Jupyter-style notebooks with Google Docs-style collaboration and cloud execution.
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Observable
Freemium
Observable is a collaborative data visualisation platform for creating interactive notebooks and dashboards using JavaScript and D3. Its reactive notebook model automatically updates downstream cells when data changes. Observable Plot provides a high-level charting library built on D3 for rapid visualisation creation. The platform hosts a community of thousands of shared notebooks and visualisations. Used by data journalists, visualisation engineers, and data scientists at news organisations and tech companies building custom, interactive data stories and exploratory analysis tools.
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Hightouch
Freemium
Hightouch is a reverse ETL platform that syncs data from warehouses to business tools including Salesforce, HubSpot, Intercom, and 200+ destinations. It enables data teams to use warehouse data to power personalisation, customer segmentation, and operational workflows without manual exports. Hightouch's AI Decisioning feature uses ML models from the warehouse to personalise customer experiences. Used by growth and data teams at companies including Loom, GameChanger, and Imperfect Foods for activating warehouse data in business applications.
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