Bruin vs By the Numbers

Side-by-side comparison of pricing, features and use cases.

Attribute	BBruin Visit Bruin	BBy the Numbers Visit By the Numbers
Summary	Open-source data platform for pipelines, quality checks, lineage and AI analytics	Shopify app for analytics, AI segmentation and marketing automation
Categories	AI Data Analysis	AI Data Analysis
Pricing model	Freemium	Free Trial
Company	—	By the Numbers
Key features	Open-source CLI for SQL and Python pipelines Connectors for databases, warehouses, apps, APIs, files and streams Data quality checks and column-level lineage Scheduling, retries and backfills in Bruin Cloud AI data analyst via chat apps and the browser Self-healing pipelines that propose fixes through pull requests	AI-powered segments Advanced reporting and dashboards Automated engagement and retention AI-generated insights and forecasting
Use cases	Loading SaaS and database data into a warehouse Checking data quality and tracing downstream impact Letting business teams ask data questions in Slack or Teams Building dashboards from prompts Consolidating separate data tools	Targeting marketing more precisely Tracking key store metrics Customer analytics and marketing automation
Demo videos	0	0

Information comes from each tool's listing and may change. Check the official site for current pricing.

• View Bruin
• View By the Numbers