Best Database Testing Tools in 2026
Updated
In short: Atlas is ranked #1 of 26 as of 4 October 2026, ahead of DataKitchen TestGen and Great Expectations. The best-ranked option with a free plan is DataKitchen TestGen. The lowest first paid tier on this page is QuerySurge at $1.58/mo.
When database changes need checking, compare the tools on the databases they support and the kinds of tests they cover. Data quality checks, schema migration tests, and stored procedure tests describe different parts of the job; test execution and test language help show how those checks are run and written. Great Expectations, DataKitchen TestGen, and Soda lead the opening entries, with DbFit and pgTAP also included near the top. Check free-plan availability and paid-from pricing alongside the technical criteria, then focus on the mix of database environments and checks that matters to your work.
26 database testing tools ranked on what their makers publish — plans and prices, free tiers, platforms and the facts on their own pages.
26ranked
11free plans on this page
$1.58/molowest paid tier
4 Oct 2026last checked
Input list Database Testing Tools 25 channels on this page · 102 of 200 spec lines stated by the makers
Ch Tool Free planPaid fromDatabase supportSchema migration testsStored procedure testsData quality checksTest executionTest language Spec sheet Score
01 Atlas Free planYesPaid fromnot statedDatabase supportnot statedSchema migration testsnot statedStored procedure testsnot statedData quality checksnot statedTest executionnot statedTest languagenot stated 1/8spec lines stated 7.5
02 DataKitchen TestGen Free planYesPaid fromnot statedDatabase supportAmazon Aurora PostgreSQL, Amazon Redshift, Azure SQL Database, Azure Synapse Analytics, Databricks SQL, Google BigQuery, Microsoft OneLake (Microsoft Fabric), Microsoft SQL Server, Oracle Database, PostgreSQL, Salesforce Data 360, SAP HANA, SnowflakeSchema migration testsYesStored procedure testsnot statedData quality checksYesTest executionself hostedTest languageSQL 6/8spec lines stated 7.4
03 Great Expectations Free planYesPaid fromnot statedDatabase supportAlloyDB, Amazon Aurora PostgreSQL, Citus, Databricks SQL, Microsoft SQL Server, Neon, Oracle, PostgreSQL, Redshift, Snowflake, SQLite, TrinoSchema migration testsYesStored procedure testsnot statedData quality checksYesTest executionbothTest languagePython, SQL, Spark SQL 6/8spec lines stated 7.3
04 Redgate SQL Provision Free planYesPaid fromnot statedDatabase supportSQL Server; Azure SQL Database; SQL Server on Azure Virtual Machines; SQL Server on Amazon Virtual Machines; Google Cloud SQL for SQL Server; SQL Server on Google Cloud Virtual MachinesSchema migration testsnot statedStored procedure testsYesData quality checksYesTest executionself hostedTest languageT-SQL 6/8spec lines stated 7.2
05 Bytebase Enterprise Free planNoPaid fromnot statedDatabase supportnot statedSchema migration testsnot statedStored procedure testsnot statedData quality checksnot statedTest executionnot statedTest languagenot stated 1/8spec lines stated 7.1
06 QuerySurge Free planNoPaid fromnot statedDatabase supportAccess, Azure Analysis Services, Azure Synapse, Btrieve, DB2, EnterpriseDB, Exasol, Greenplum, Impala, IMS, Informix, MariaDB, MySQL, Nonstop SQL, Oracle, PostgreSQL, SAP Business One, SAP HANA, SQL Server, SingleStore, Sybase, Sybase IQ, Teradata, xBaseSchema migration testsYesStored procedure testsnot statedData quality checksYesTest executionbothTest languageSQL, HQL 6/8spec lines stated 7.1
07 Soda Free planYesPaid from$750/moDatabase supportAthena, BigQuery, Databricks SQL, Dremio, DuckDB, Fabric, MySQL, Oracle, PostgreSQL, Redshift, Spark Dataframe, Snowflake, SQL Server, Synapse, TrinoSchema migration testsYesStored procedure testsnot statedData quality checksYesTest executionbothTest languageYAML, SQL 7/8spec lines stated 7.1
08 pgroll Free plannot statedPaid fromnot statedDatabase supportnot statedSchema migration testsnot statedStored procedure testsnot statedData quality checksnot statedTest executionnot statedTest languagenot stated 0/8spec lines stated 7.0
09 SQLancer Free planYesPaid fromnot statedDatabase supportCitus, ClickHouse, CockroachDB, Databend, Apache DataFusion, Apache Doris, DuckDB, H2, Apache Hive, HSQLDB, MariaDB, Materialize, MySQL, OceanBase, PostgreSQL, Presto, QuestDB, Apache Spark, SQLite, TiDB, YugabyteDBSchema migration testsnot statedStored procedure testsnot statedData quality checksYesTest executionself hostedTest languageSQL 5/8spec lines stated 7.0
10 utPLSQL Free planYesPaid fromnot statedDatabase supportOracle Database 19c or newerSchema migration testsnot statedStored procedure testsYesData quality checksYesTest executionbothTest languagePL/SQL, SQL 6/8spec lines stated 7.0
11 DbFit Free planYesPaid fromnot statedDatabase supportnot statedSchema migration testsnot statedStored procedure testsnot statedData quality checksnot statedTest executionnot statedTest languagenot stated 1/8spec lines stated 6.9
12 Liquibase Free planYesPaid fromnot statedDatabase supportnot statedSchema migration testsnot statedStored procedure testsnot statedData quality checksnot statedTest executionnot statedTest languagenot stated 1/8spec lines stated 6.8
13 Amazon Deequ Free plannot statedPaid fromnot statedDatabase supportnot statedSchema migration testsYesStored procedure testsnot statedData quality checksYesTest executionself hostedTest languageScala, Java, DQDL, SQL 4/8spec lines stated 6.6
14 pgTAP Free planYesPaid fromnot statedDatabase supportPostgreSQLSchema migration testsYesStored procedure testsYesData quality checksYesTest executionself hostedTest languageSQL, PL/pgSQL, PL/SQL 7/8spec lines stated 6.6
15 Sqitch Free plannot statedPaid fromnot statedDatabase supportnot statedSchema migration testsnot statedStored procedure testsnot statedData quality checksnot statedTest executionnot statedTest languagenot stated 0/8spec lines stated 6.6
16 tSQLt Free planYesPaid fromnot statedDatabase supportMicrosoft SQL ServerSchema migration testsYesStored procedure testsYesData quality checksYesTest executionself hostedTest languageT-SQL 7/8spec lines stated 6.2
17 Percona pstress Free planYesPaid fromnot statedDatabase supportMySQL, Percona Server, Percona XtraDB ClusterSchema migration testsYesStored procedure testsnot statedData quality checksnot statedTest executionself hostedTest languageC++, Bash, SQL 5/8spec lines stated 5.8
18 ContextQA Database Testing Free planNoPaid fromnot statedDatabase supportPostgreSQL, MySQL, SQL Server, Oracle, MongoDBSchema migration testsYesStored procedure testsnot statedData quality checksYesTest executionbothTest languageSQL, no-code assertions 6/8spec lines stated 5.7
19 Datafold Free planNoPaid fromnot statedDatabase supportAmazon S3, Azure Data Lake Storage, Athena, Azure Synapse Analytics, BigQuery, Databricks, Dremio, Google Cloud Storage, MySQL, MariaDB, Microsoft SQL Server, Netezza, Vertica, Oracle, Snowflake, PostgreSQL, Redshift, SAP HANA, Starburst, Teradata, TrinoSchema migration testsYesStored procedure testsnot statedData quality checksYesTest executionbothTest languageSQL, YAML 6/8spec lines stated 5.7
20 NBi Free plannot statedPaid fromnot statedDatabase supportOleDb-compatible databases; ODBC-compatible databases; ADOMD-compatible databases; SQL Server; MySQL; PostgreSQL; Mondrian; Neo4j; Gremlin-compatible databases; Azure Cosmos DBSchema migration testsnot statedStored procedure testsYesData quality checksYesTest executionself hostedTest languageXML; SQL; MDX; DAX 5/8spec lines stated 5.7
21 HammerDB Free planYesPaid fromnot statedDatabase supportnot statedSchema migration testsnot statedStored procedure testsnot statedData quality checksnot statedTest executionnot statedTest languagenot stated 1/8spec lines stated 5.6
22 pgtestdb Free plannot statedPaid fromnot statedDatabase supportPostgreSQLSchema migration testsYesStored procedure testsnot statedData quality checksnot statedTest executionself hostedTest languageGo, SQL 4/8spec lines stated 5.5
23 Database Rider Free plannot statedPaid fromnot statedDatabase supportnot statedSchema migration testsnot statedStored procedure testsnot statedData quality checksYesTest executionself hostedTest languageJava, Groovy, JavaScript 3/8spec lines stated 5.4
24 mori Free plannot statedPaid fromnot statedDatabase supportPostgreSQL, CockroachDB, MySQL, MariaDB, Microsoft SQL Server, SQLite, DuckDB, Redis, FirestoreSchema migration testsYesStored procedure testsnot statedData quality checksnot statedTest executionself hostedTest languagenot stated 3/8spec lines stated 5.4
25 VALISOLUTION Free planNoPaid fromnot statedDatabase supportSQL Server, Oracle, MySQL, PostgreSQL, SnowflakeSchema migration testsnot statedStored procedure testsnot statedData quality checksYesTest executionself hostedTest languageSQL 5/8spec lines stated 5.4
Compare all 25 in a table
| # | Tool | Score | Free plan | From | Free plan | Paid from | Database support | Schema migration tests |
|---|---|---|---|---|---|---|---|---|
| 1 | Atlas | 7.5 | Free plan | $9/mo | Yes | — | — | — |
| 2 | DataKitchen TestGen | 7.4 | Free plan | $100/mo | Yes | — | Amazon Aurora PostgreSQL, Amazon Redshift, Azure SQL Database, Azure Synapse Analytics, Databricks SQL, Google BigQuery, Microsoft OneLake (Microsoft Fabric), Microsoft SQL Server, Oracle Database, PostgreSQL, Salesforce Data 360, SAP HANA, Snowflake | Yes |
| 3 | Great Expectations | 7.3 | Free plan | Free | Yes | — | AlloyDB, Amazon Aurora PostgreSQL, Citus, Databricks SQL, Microsoft SQL Server, Neon, Oracle, PostgreSQL, Redshift, Snowflake, SQLite, Trino | Yes |
| 4 | Redgate SQL Provision | 7.2 | No | — | Yes | — | SQL Server; Azure SQL Database; SQL Server on Azure Virtual Machines; SQL Server on Amazon Virtual Machines; Google Cloud SQL for SQL Server; SQL Server on Google Cloud Virtual Machines | — |
| 5 | Bytebase Enterprise | 7.1 | Free plan | $20/mo | No | — | — | — |
| 6 | QuerySurge | 7.1 | No | $1.58/mo | No | — | Access, Azure Analysis Services, Azure Synapse, Btrieve, DB2, EnterpriseDB, Exasol, Greenplum, Impala, IMS, Informix, MariaDB, MySQL, Nonstop SQL, Oracle, PostgreSQL, SAP Business One, SAP HANA, SQL Server, SingleStore, Sybase, Sybase IQ, Teradata, xBase | Yes |
| 7 | Soda | 7.1 | Free plan | $750/mo | Yes | 750 /mo | Athena, BigQuery, Databricks SQL, Dremio, DuckDB, Fabric, MySQL, Oracle, PostgreSQL, Redshift, Spark Dataframe, Snowflake, SQL Server, Synapse, Trino | Yes |
| 8 | pgroll | 7.0 | Free plan | Free | — | — | — | — |
| 9 | SQLancer | 7.0 | Free plan | Free | Yes | — | Citus, ClickHouse, CockroachDB, Databend, Apache DataFusion, Apache Doris, DuckDB, H2, Apache Hive, HSQLDB, MariaDB, Materialize, MySQL, OceanBase, PostgreSQL, Presto, QuestDB, Apache Spark, SQLite, TiDB, YugabyteDB | — |
| 10 | utPLSQL | 7.0 | Free plan | Free | Yes | — | Oracle Database 19c or newer | — |
| 11 | DbFit | 6.9 | No | — | Yes | — | — | — |
| 12 | Liquibase | 6.8 | No | — | Yes | — | — | — |
| 13 | Amazon Deequ | 6.6 | Free plan | Free | — | — | — | Yes |
| 14 | pgTAP | 6.6 | No | — | Yes | — | PostgreSQL | Yes |
| 15 | Sqitch | 6.6 | No | — | — | — | — | — |
| 16 | tSQLt | 6.2 | Free plan | Free | Yes | — | Microsoft SQL Server | Yes |
| 17 | Percona pstress | 5.8 | No | — | Yes | — | MySQL, Percona Server, Percona XtraDB Cluster | Yes |
| 18 | ContextQA Database Testing | 5.7 | No | — | No | — | PostgreSQL, MySQL, SQL Server, Oracle, MongoDB | Yes |
| 19 | Datafold | 5.7 | No | — | No | — | Amazon S3, Azure Data Lake Storage, Athena, Azure Synapse Analytics, BigQuery, Databricks, Dremio, Google Cloud Storage, MySQL, MariaDB, Microsoft SQL Server, Netezza, Vertica, Oracle, Snowflake, PostgreSQL, Redshift, SAP HANA, Starburst, Teradata, Trino | Yes |
| 20 | NBi | 5.7 | No | — | — | — | OleDb-compatible databases; ODBC-compatible databases; ADOMD-compatible databases; SQL Server; MySQL; PostgreSQL; Mondrian; Neo4j; Gremlin-compatible databases; Azure Cosmos DB | — |
| 21 | HammerDB | 5.6 | No | — | Yes | — | — | — |
| 22 | pgtestdb | 5.5 | Free plan | Free | — | — | PostgreSQL | Yes |
| 23 | Database Rider | 5.4 | No | — | — | — | — | — |
| 24 | mori | 5.4 | No | — | — | — | PostgreSQL, CockroachDB, MySQL, MariaDB, Microsoft SQL Server, SQLite, DuckDB, Redis, Firestore | Yes |
| 25 | VALISOLUTION | 5.4 | No | — | No | — | SQL Server, Oracle, MySQL, PostgreSQL, Snowflake | — |
Is your tool on this list?
Numbered spots on this list can be sponsored. They are labelled, and the editorial order and scores never change for payment.
Questions about this list
Which database testing tool is ranked first on Specifiction?
Atlas is ranked #1 of 26 with a score of 7.5. DataKitchen TestGen is second and Great Expectations third.
How many of these have a free plan?
11 of the 25 on this page publish a free plan on their own pricing pages.
Which is the cheapest paid option?
On this page, QuerySurge has the lowest first paid tier we found: $1.58/mo.
How is this list ranked?
Ranked on what each maker publishes, the fullest spec sheet first: how deeply the product is documented, the platforms it runs on, a free tier or trial to test it, and its standing. Paid placements never change a rank.
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