Bruin for Customer Success vs Ibis
Bruin for Customer Success
getbruin.comIbis
ibis-project.orgSide by side
| Figure | Bruin for Customer Success | Ibis |
|---|---|---|
| Price from | $0.01/mo | Free |
| Free plan | Yes | Yes |
| Free trial | Yes | — |
| Open source | Yes | — |
| Web | Yes | — |
| Windows | Yes | Yes |
| macOS | Yes | Yes |
| Linux | Yes | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 4 | 1 |
| Spec score · Data Transformation Tools | 9.3 (#1) | 8.5 (#12) |
| Installation | The official install command supports macOS, Linux and Windows through WSL and is provided as a one-line shell installer. | Ibis and supported backends can be installed with pip, conda, mamba or pixi. |
| Integrations | Customer-success integrations named by Bruin include Zendesk, Intercom, Freshdesk, Salesforce, HubSpot, Stripe, Chargebee, Mixpanel, Amplitude and Pendo, with thousands more through APIs. | The documented Python data integrations include pandas and Polars, with visualization tools such as matplotlib, seaborn, Plotly, Vega-Altair and plotnine. |
| Security | The company says it is ISO/IEC 27001:2022 certified and SOC 2 Type 2 attested, and lists AES-256 encryption at rest and in transit, SAML 2.0 and OAuth SSO, audit logs, IP whitelisting, and VPC peering support. | The reviewed official pages do not state security certifications or compliance claims. |
| Support | Bruin offers security reviews and says customers can request its SOC 2 report under NDA, a DPA, questionnaire responses, or a security deep-dive call. | For help, the project points users to GitHub and Zulip, and says Voltron Data offers commercial support for Ibis. |
Plans
Bruin for Customer Success
- Bruin Cloud free tierFree
- Open SourceFree
- Team$0.01 a month
- ScalePriced on request
In their own words
Bruin for Customer Success
Bruin for Customer Success uses customer data to help teams assess account health and find ways to retain or grow accounts. It provides health scores, churn risk indicators, expansion signals, and renewal forecasts. Users can ask questions in plain English through Slack, Microsoft Teams, Discord, Google Chat, WhatsApp, Telegram, email, or a browser. One example combines Salesforce, product usage, and Intercom information to identify churn signals. Named integrations also include HubSpot, Pipedrive, Attio, Stripe, GA4, Meta, Google Ads, Mixpanel, Klaviyo, and Mailchimp, among thousands more. The broader platform covers ingestion, SQL and Python transformations, data quality checks, lineage, orchestration, AI analysis, dashboards, and scheduled agents. Bruin CLI and ingestr are open source and run locally or in CI; Bruin Cloud adds orchestration, governance, and AI. Deployment options include Bruin Cloud, a customer's VPC, and on-premises. The free tier provides $100 in credits and 50 AI tasks, with no credit card required.
Ibis
Ibis is a free, open-source Python dataframe library that provides a consistent API across more than 20 query backends. It lets users compose SQL and Python dataframe code, bringing data engineering and data science workflows together. For local dataframes, Ibis uses DuckDB by default and also names Polars and DataFusion. The project describes a workflow that can start locally and move to remote execution by changing a single line of code.
Ibis supports and tests Google BigQuery, Snowflake, Databricks Cloud, and Amazon Athena; support for those cloud backends could move to best effort if funding ends. Supported data formats include CSV, TSV, JSON, Parquet, Delta Lake, and Avro. Install Ibis with a supported backend using pip, conda, mamba, or pixi. One package distinction matters: the PyPI package named ibis is separate from ibis-framework, and the two cannot coexist in one Python environment because both use the ibis module name. Operation coverage varies by backend due to differences in SQL dialects and upstream support. The project recommends GitHub and Zulip for help, and Voltron Data offers commercial support.