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iceDQ vs BiG EVAL NX³

Checked Nov 15, 2026How we score

Verdict: iceDQ scores 8.6/10 against 7.8/10 for BiG EVAL NX³ on our data score for ETL testing tools.

iceDQ and BiG EVAL NX³ lead on 0 checks each; 6 are even, out of 6 checks (yes/no, price and seats) where we have data for both.

Choose iceDQ for enterprise QA and data teams testing ETL pipelines, migrations and BI reports. Choose BiG EVAL NX³ for regulated enterprises (banking, insurance, retail) automating data tests at scale.

Scoreboard: 6 checks

CheckiceDQBiG EVAL NX³
Free planEvenEven
Free trialEvenEven
Smaller seat minimumEvenEven
Source-to-target comparisonEvenEven
CI/CD integrationEvenEven
Scheduled test runsEvenEven
Total00

At a glance

iceDQBiG EVAL NX³
Score8.6/10 (#1)7.8/10 (#6)
Best forEnterprise QA and data teams testing ETL pipelines, migrations and BI reportsRegulated enterprises (banking, insurance, retail) automating data tests at scale
Free planNoNo
Paid from (annual)See vendorSee vendor
Paid from (monthly)——
Free trialFree trial offered via demo request (length not stated)Proof-of-concept period (no self-serve free trial)
Minimum seats11
PlatformsCloud (SaaS on AWS), On-premises (self-managed)On-premises, Private cloud, Hybrid

Features

ToolScoreNo-code test creationSource-to-target comparisonCI/CD integrationScheduled test runsSnowflake, Databricks and BigQuery support
iceDQ
Featured partner
8.6/10YesYesYesYesYes
BiG EVAL NX³7.8/10Not confirmedYesYesYesNot confirmed

Pros and cons

iceDQ

Pros
  • Connectors page lists 150+ native and SQL-based connectors, including Snowflake, Databricks, Google BigQuery, SAP HANA, Salesforce, Kafka and mainframe AS400
  • Tests BI reports against their source data; the BI testing page names Power BI, Tableau, Qlik Sense, MicroStrategy, SAP BusinessObjects and IBM Cognos, and Power BI testing supports XMLA and native DAX queries
  • File testing covers CSV, JSON, XML, Excel, fixed-width, Parquet, Avro and mainframe EBCDIC/COBOL files, read from S3, ADLS Gen2, Google Cloud Storage, FTP/SFTP and SharePoint
  • Integrations page lists 20+ pre-built integrations: Jenkins, Bamboo, Azure DevOps, GitHub Actions, Airflow, Autosys, Control-M, Jira, ServiceNow, HP ALM, Xray and Zephyr
  • Offered as SaaS on AWS or self-managed on-premises; the vendor says the customer controls data access in both
Cons
  • No published prices; the license is described only as consumption-based per user per server or enterprise, and every page leads to 'Book a Demo'
  • No free plan; the 'Free Trial' card on the homepage links to the demo request form and gives no trial length or terms
  • Many connectors cost extra: the licensing policy lists JSON, XML, Parquet, Avro, REST API, GraphQL, Salesforce and Kafka as premium data connectors, Power BI, Tableau Cloud and Qlik Cloud as premium BI connectors, and Azure DevOps, GitHub Actions and Jira as premium integrations
  • For Tableau and Qlik, the connectors page and licensing policy list only Tableau Cloud and Qlik Cloud; Cognos is named on the BI testing page but not in the connector list
  • Aimed at data teams rather than API developers: there is no load testing or API mocking, and the vendor itself says it checks the data in API responses rather than replacing functional tools like Postman
iceDQ pricing →

BiG EVAL NX³

Pros
  • Modular pricing: Core engine plus optional AI Assistance, Operations, Insights and Human Expertise modules, each in Basic or Premium
  • Core includes unlimited tests, scheduling, API-triggered and parallel execution, and e-mail alerts
  • On-premises, private cloud or hybrid deployment; the Premium AI module can use self-hosted models
  • MCP connector lets LLM agents create, run and analyse tests (AI Assistance Premium)
Cons
  • No public prices; annual subscription quoted per module selection
  • Core Basic is limited to 1 workspace and about 10 data sources; CI/CD quality gates and SSO need Core Premium
  • No free trial; evaluation is a proof-of-concept period
BiG EVAL NX³ pricing →

Frequently asked questions

How do iceDQ and BiG EVAL NX³ compare on features and price?

iceDQ and BiG EVAL NX³ lead on 0 checks each; 6 are even, out of 6 checks (yes/no, price and seats) where we have data for both.

Is iceDQ better than BiG EVAL NX³?

iceDQ scores 8.6/10 against 7.8/10 for BiG EVAL NX³ on our data score for ETL testing tools. iceDQ is best for enterprise QA and data teams testing ETL pipelines, migrations and BI reports; BiG EVAL NX³ is best for regulated enterprises (banking, insurance, retail) automating data tests at scale.

Which is cheaper, iceDQ or BiG EVAL NX³?

Check each vendor's pricing page; one of them does not publish an entry price.

Do iceDQ and BiG EVAL NX³ have free plans?

iceDQ: no. BiG EVAL NX³: no.

See the full ETL Testing Tools ranking for other options.

Sources