Soda vs Acceldata Data Observability Cloud (ADOC)
Verdict: Soda scores 9.6/10 against 8.6/10 for Acceldata Data Observability Cloud (ADOC) on our data score for data monitoring testing tools.
Soda has a free plan; Acceldata Data Observability Cloud (ADOC) does not.
Soda and Acceldata Data Observability Cloud (ADOC) lead on 1 check each; 6 are even, out of 8 checks (yes/no, price and seats) where we have data for both.
Choose Soda for data engineering teams that want data contracts and pipeline tests with a free tier and published team price. Choose Acceldata Data Observability Cloud (ADOC) for enterprises that want data quality monitoring and warehouse/lakehouse cost monitoring in one product.
Scoreboard: 8 checks
| Check | Soda | Acceldata Data Observability Cloud (ADOC) |
|---|---|---|
| Free plan | Leads | |
| Free trial | Leads | |
| Smaller seat minimum | Even | Even |
| ML anomaly detection | Even | Even |
| Freshness and volume checks | Even | Even |
| Alerts (email, Slack or Teams) | Even | Even |
| Data lineage | Even | Even |
| Custom rule checks | Even | Even |
| Total | 1 | 1 |
At a glance
| Soda | Acceldata Data Observability Cloud (ADOC) | |
|---|---|---|
| Score | 9.6/10 (#2) | 8.6/10 (#5) |
| Best for | Data engineering teams that want data contracts and pipeline tests with a free tier and published team price | Enterprises that want data quality monitoring and warehouse/lakehouse cost monitoring in one product |
| Free plan | Yes | No |
| Paid from (annual) | See vendor | See vendor |
| Paid from (monthly) | $750/mo | — |
| Free trial | — | 30-day free trial |
| Minimum seats | 1 | 1 |
| Platforms | Cloud (SaaS), Self-hosted runner (Kubernetes), Python library, Private deployment (Team plan), Python library (Soda Core) | Cloud (SaaS) |
Features
| Tool | Score | ML anomaly detection | Freshness and volume checks | Alerts (email, Slack or Teams) | Data lineage | Custom rule checks |
|---|---|---|---|---|---|---|
| Soda | 9.6/10 | Yes | Yes | Yes | Yes | Yes |
| Acceldata Data Observability Cloud (ADOC) | 8.6/10 | Yes | Yes | Yes | Yes | Yes |
Pros and cons
Soda
Pros- Published pricing: Free at $0 and Team at $750 per month
- Free plan includes unlimited users and alerting and ticketing integrations, no credit card needed
- Alerts to Slack and Microsoft Teams; custom SQL metric monitors supported
- Deployment options: Python libraries in pipelines, Soda-hosted runner, or self-hosted runner
- Soda Core v4 is under the Elastic License 2.0, not an OSI open-source license
- SSO, RBAC, audit logs and the no-code interface require the Team plan
- Usage beyond the free Soda Processing Units (SPUs) is billed pay-as-you-go
Acceldata Data Observability Cloud (ADOC)
Pros- Freshness policies also check row count (change in row count and absolute row count) with adjustable model sensitivity
- Notification groups support email, Slack, Microsoft Teams, Google Chat, webhooks, ServiceNow and Jira
- Enterprise tier adds data reconciliation policies
- 30-day free trial offered
- No published prices; Data Reliability plans are 'Contact Sales'
- Reconciliation, pipeline monitoring and SDK are Enterprise-only
- PagerDuty is not listed among notification channels
Frequently asked questions
How do Soda and Acceldata Data Observability Cloud (ADOC) compare on features and price?
Soda and Acceldata Data Observability Cloud (ADOC) lead on 1 check each; 6 are even, out of 8 checks (yes/no, price and seats) where we have data for both.
Is Soda better than Acceldata Data Observability Cloud (ADOC)?
Soda scores 9.6/10 against 8.6/10 for Acceldata Data Observability Cloud (ADOC) on our data score for data monitoring testing tools. Soda is best for data engineering teams that want data contracts and pipeline tests with a free tier and published team price; Acceldata Data Observability Cloud (ADOC) is best for enterprises that want data quality monitoring and warehouse/lakehouse cost monitoring in one product.
Which is cheaper, Soda or Acceldata Data Observability Cloud (ADOC)?
Check each vendor's pricing page; one of them does not publish an entry price.
Do Soda and Acceldata Data Observability Cloud (ADOC) have free plans?
Soda: yes. Acceldata Data Observability Cloud (ADOC): no.
See the full Data Monitoring Testing Tools ranking for other options.
Sources
- Soda: official pricing page · Soda pricing page · Soda docs index (profiling, metric monitoring, freshness, Slack/Teams) · Soda docs: deployment options · Soda Core GitHub repository and LICENSE · Soda home page · Soda Core v3 release notes · Soda docs: DuckDB data source (v4) · soda-core LICENSE (GitHub)
- Acceldata Data Observability Cloud (ADOC): official pricing page · Acceldata pricing page · ADOC docs: Data Freshness Policy · ADOC docs: Notifications and notification groups · Acceldata about page