Acceldata Data Observability Cloud (ADOC) vs Anomalo
Verdict: Acceldata Data Observability Cloud (ADOC) scores 8.6/10 against 8.3/10 for Anomalo on our data score for data monitoring testing tools.
Acceldata Data Observability Cloud (ADOC) leads on 1 check and Anomalo on 0; 7 are even, out of 8 checks (yes/no, price and seats) where we have data for both.
Choose Acceldata Data Observability Cloud (ADOC) for enterprises that want data quality monitoring and warehouse/lakehouse cost monitoring in one product. Choose Anomalo for enterprises that want unsupervised anomaly detection without writing many rules, including in their own VPC.
Scoreboard: 8 checks
| Check | Acceldata Data Observability Cloud (ADOC) | Anomalo |
|---|---|---|
| Free plan | Even | Even |
| 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 | 0 |
At a glance
| Acceldata Data Observability Cloud (ADOC) | Anomalo | |
|---|---|---|
| Score | 8.6/10 (#5) | 8.3/10 (#6) |
| Best for | Enterprises that want data quality monitoring and warehouse/lakehouse cost monitoring in one product | Enterprises that want unsupervised anomaly detection without writing many rules, including in their own VPC |
| Free plan | No | No |
| Paid from (annual) | See vendor | See vendor |
| Paid from (monthly) | — | — |
| Free trial | 30-day free trial | — |
| Minimum seats | 1 | 1 |
| Platforms | Cloud (SaaS) | Cloud (SaaS), Customer VPC |
Features
| Tool | Score | ML anomaly detection | Freshness and volume checks | Alerts (email, Slack or Teams) | Data lineage | Custom rule checks |
|---|---|---|---|---|---|---|
| Acceldata Data Observability Cloud (ADOC) | 8.6/10 | Yes | Yes | Yes | Yes | Yes |
| Anomalo | 8.3/10 | Yes | Yes | Yes | Yes | Yes |
Pros and cons
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
Anomalo
Pros- Can run fully in the customer's VPC or as SaaS
- Data quality rules can be written in natural language ('No SQL required')
- Covers unstructured document quality as well as tables
- States SOC 2 Type II, GDPR and HIPAA compliance plus SAML SSO
- No public pricing page; demo request only
- Alert channels named on the site are Slack and email only; Teams and PagerDuty not stated
- Several agents (First Responder, Business KPI Monitoring) are marked 'coming soon'
Frequently asked questions
How do Acceldata Data Observability Cloud (ADOC) and Anomalo compare on features and price?
Acceldata Data Observability Cloud (ADOC) leads on 1 check and Anomalo on 0; 7 are even, out of 8 checks (yes/no, price and seats) where we have data for both.
Is Acceldata Data Observability Cloud (ADOC) better than Anomalo?
Acceldata Data Observability Cloud (ADOC) scores 8.6/10 against 8.3/10 for Anomalo on our data score for data monitoring testing tools. Acceldata Data Observability Cloud (ADOC) is best for enterprises that want data quality monitoring and warehouse/lakehouse cost monitoring in one product; Anomalo is best for enterprises that want unsupervised anomaly detection without writing many rules, including in their own VPC.
Which is cheaper, Acceldata Data Observability Cloud (ADOC) or Anomalo?
Check each vendor's pricing page; one of them does not publish an entry price.
Do Acceldata Data Observability Cloud (ADOC) and Anomalo have free plans?
Acceldata Data Observability Cloud (ADOC): no. Anomalo: no.
See the full Data Monitoring Testing Tools ranking for other options.
Sources
- 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
- Anomalo: official pricing page · Anomalo home page · Anomalo platform page · Anomalo about page