The Biggest Data Breaches of 2026 So Far
Three months into 2026 and the breach count is already alarming. A pattern is emerging in how attackers are getting in, what they are after, and what the organizations hit have in common.
10 min read
Metaplane (free to $10/mo) and Atlan offer relief from dbt Cloud's $100 monthly developer seat cost. Switch when per-user pricing limits your data-observability scale.
Independently verified metrics. Sources: Vendor documentation, independent research. Verified 2026.
| Tool | Anomaly MTTDmin | Coverage% | Integrations+ |
|---|---|---|---|
| dbt Cloud (this) | - | - | 50 |
| Metaplane | 30 | - | 15 |
| Atlan | - | - | 50 |
| Alation | - | - | 80 |
| Monte Carlo | 5 | 100% | 200 |
| Fivetran | - | - | 500 |
Alternatives are not always the right move. dbt Cloud remains strong in these scenarios.
10 alternatives evaluated by features, pricing, and real-world use cases.
Expert Take
dbt Cloud works well when data teams need to apply Git-integrated version control and CI/CD to SQL transformation workflows. The friction starts when teams encounter platform instability from recent outages or find the built-in co-pilot underperforms, forcing developers to seek external AI assistants. Before buying, compare vs Paradime, which provides an alternative managed dbt environment designed to optimize developer workflows and IDE speed.
Oleh KemFounder & Lead AnalystLightweight data observability with anomaly detection, dbt integration, and Slack alerts.. Starts cheaper at $10/mo vs $100/mo.
An active metadata platform that unifies data assets with column-level lineage, collaboration, and automated governance.. dbt Cloud edges it on ratings (4.7 vs 4.5/5).
Enterprise data catalog platform with behavioral intelligence, governance workflows, and data lineage for large organiza. dbt Cloud edges it on ratings (4.7 vs 4.4/5).
ML-based data observability platform for automatic data quality issue detection without manual rules.. dbt Cloud edges it on ratings (4.7 vs 4.3/5).
Salesforce-owned enterprise API integration platform connecting systems via APIs, ESB, and event-driven patterns.. dbt Cloud edges it on ratings (4.7 vs 4.5/5).
Enterprise data integration platform covering ETL/ELT, MDM, data catalog, and quality management.. dbt Cloud edges it on ratings (4.7 vs 4.3/5).
Managed ELT platform syncing 500+ sources to cloud warehouses with zero-maintenance connectors.. dbt Cloud edges it on ratings (4.7 vs 4.3/5).
Enterprise data intelligence platform covering catalog, lineage, governance, and quality management.. dbt Cloud edges it on ratings (4.7 vs 4.2/5).
Showing 8 of 10 alternatives
dbt Cloud compared against all 10 data observability alternatives. Pricing, free plan availability, rating, and data observability-specific capabilities.
| Tool | Price | Free Plan | Rating |
|---|---|---|---|
| $100/mo | 4.7G2 | ||
| $10/mo | 4.8G2 | ||
| Pay-as-you-go | No | 4.5G2 | |
| Pay-as-you-go | No | 4.4G2 | |
| Pay-as-you-go | No | 4.3G2 | |
| Pay-as-you-go | No | 4.5G2 | |
| Free | 4.3G2 | ||
| $500/mo | 4.3G2 | ||
| Custom | No | 4.2G2 | |
| Pay-as-you-go | 4.3G2 | ||
| Pay-as-you-go | No | 4.1G2 |