Все инструменты

Snowflake

Cloud data warehouse with sharing, Cortex AI and separate storage/compute.

8.8Данные·Хранилище

Databricks

Lakehouse for Spark, Delta, Mosaic AI and unified analytics + ML.

8.7Данные·MLOps

dbt

Transform warehouse data as versioned SQL models with tests and docs.

8.9Данные·ETL / ELT

BigQuery

Google's serverless warehouse — SQL over petabytes, connected to the GCP stack.

8.6Данные·Хранилище

Tableau

The default visual analytics suite — dashboards, Prep and Salesforce-backed cloud.

8.3Данные·BI

ClickHouse

Columnar OLAP database for realtime analytics — Cloud or you run the nodes.

8.8Данные·Хранилище

scikit-learn

Classic machine learning in Python — the default for tabular models and pipelines.

9.1Данные·MLOps

OpenBB

Open data platform for analysts, quants and AI agents.

8.3Данные·BI

Apache Superset

Modern data exploration and visualization platform. Open-source BI.

8.5Данные·BI

Metabase

Open-source BI that non-analysts can actually query, self-host or cloud.

8.5Данные·BI

Amplitude

Product analytics for funnels, retention and experiments without waiting on a warehouse ticket.

8.4Данные·BI

Mixpanel

Event analytics with a sharp query UI, session replay add-ons and warehouse sync.

8.3Данные·BI

Looker

Google's governed BI layer — LookML models, embeds and Looker Studio sibling.

8.2Данные·BI

Fivetran

Managed ELT connectors that just keep the warehouse current.

8.3Данные·ETL / ELT

Airbyte

Open-source ELT with 400+ connectors, Cloud or a cluster you own.

8.2Данные·ETL / ELT

pandas

Flexible data analysis and manipulation library for Python.

9.2Данные·ETL / ELT

Hex

Collaborative notebooks that go from SQL/Python to a published data app.

8.6Данные·BI

MotherDuck

DuckDB in the cloud — local-speed SQL that also syncs a shared warehouse.

8.4Данные·Хранилище