# Materialize vs SingleStore Comparison

| | Materialize | SingleStore | 
|---|---|---|
| **Star Rating** | 4.7 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 16 | 118 | 
| **Largest Market Segment** | Small-Business (60.0% of reviews) | Small-Business (37.7% of reviews) | 
| **Entry Level Price** | No pricing available | No pricing available | 


---
## Ratings Comparison
| Rating | Materialize | SingleStore | 
|---|---|---|
  | **Meets Requirements** | 9.4 (13 reviews) | 8.9 (99 reviews) | 
  | **Ease of Use** | 9.5 (13 reviews) | 8.7 (98 reviews) | 
  | **Ease of Setup** | Not enough data | 8.4 (59 reviews) | 
  | **Ease of Admin** | Not enough data | 8.1 (58 reviews) | 
  | **Quality of Support** | 8.1 (9 reviews) | 8.7 (90 reviews) | 
  | **Has the product been a good partner in doing business?** | Not enough data | 8.8 (52 reviews) | 
  | **Product Direction (% positive)** | 9.0 (12 reviews) | 8.6 (89 reviews) | 

---
## Pricing

### Materialize

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### SingleStore

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Relational Databases

| Product | Score | Reviews |
|---|---|---|
| **Materialize** | N/A | N/A |
| **SingleStore** | 9.0/10 | 81 |

#### Management 

| Feature | Materialize | SingleStore | 
|---|---|---|
| **Data Schema** | Not enough data | 9.3 (28 reviews) | 
| **Query Language** | Not enough data | 9.4 (29 reviews) | 
| **ACID - Complaint** | Not enough data | 9.0 (23 reviews) | 
| **Data Replication** | Not enough data | 8.8 (23 reviews) | 

#### Support 

| Feature | Materialize | SingleStore | 
|---|---|---|
| **Text Search** | Not enough data | 8.6 (23 reviews) | 
| **Data Types** | Not enough data | 9.3 (25 reviews) | 
| **Languages** | Not enough data | 8.7 (22 reviews) | 
| **Operating Systems** | Not enough data | 8.8 (18 reviews) | 

#### Security

| Feature | Materialize | SingleStore | 
|---|---|---|
| **Database Locking** | Not enough data | 8.5 (19 reviews) | 
| **Access Control** | Not enough data | 8.9 (19 reviews) | 
| **Encryption** | Not enough data | 8.6 (19 reviews) | 
| **Authentication** | Not enough data | 8.9 (20 reviews) | 

#### Performance 

| Feature | Materialize | SingleStore | 
|---|---|---|
| **Disaster Recovery** | Not enough data | 8.8 (20 reviews) | 
| **Data Concurrency** | Not enough data | 9.0 (22 reviews) | 
| **Workload Management** | Not enough data | 8.8 (23 reviews) | 
| **Advanced Indexing** | Not enough data | 9.0 (23 reviews) | 
| **Query Optimizer** | Not enough data | 9.1 (24 reviews) | 

#### Database Features

| Feature | Materialize | SingleStore | 
|---|---|---|
| **Storage** | Not enough data | 9.0 (70 reviews) | 
| **Availability** | Not enough data | 9.2 (69 reviews) | 
| **Stability** | Not enough data | 8.9 (69 reviews) | 
| **Scalability** | Not enough data | 9.1 (68 reviews) | 
| **Security** | Not enough data | 8.9 (61 reviews) | 
| **Data Manipulation** | Not enough data | 8.8 (66 reviews) | 
| **Query Language** | Not enough data | 9.1 (70 reviews) | 

### Vector Database

| Product | Score | Reviews |
|---|---|---|
| **Materialize** | N/A | N/A |
| **SingleStore** | N/A | N/A |

#### Data Indexing

| Feature | Materialize | SingleStore | 
|---|---|---|
| **Semantic Search** | Not enough data | Not enough data | 
| **Indexing Data** | Not enough data | Not enough data | 

#### Filters

| Feature | Materialize | SingleStore | 
|---|---|---|
| **Accurate Search** | Not enough data | Not enough data | 
| **Single Stage Filtering - Vector Database** | Not enough data | Not enough data | 

### Real-time Analytic Database

| Product | Score | Reviews |
|---|---|---|
| **Materialize** | N/A | N/A |
| **SingleStore** | N/A | N/A |

#### Query latency

| Feature | Materialize | SingleStore | 
|---|---|---|
| **Lower query latency** | Not enough data | Not enough data | 
| **Continuous queries** | Not enough data | Not enough data | 

#### Data latency

| Feature | Materialize | SingleStore | 
|---|---|---|
| **Lower data latency** | Not enough data | Not enough data | 
| **Data pipeline performance** | Not enough data | Not enough data | 

#### Connectors

| Feature | Materialize | SingleStore | 
|---|---|---|
| **Faster ingestion** | Not enough data | Not enough data | 
| **Built-in connectors** | Not enough data | Not enough data | 

#### Scale

| Feature | Materialize | SingleStore | 
|---|---|---|
| **Linearly scalable database** | Not enough data | Not enough data | 
| **Storage management** | Not enough data | Not enough data | 

#### Architecture

| Feature | Materialize | SingleStore | 
|---|---|---|
| **Data security** | Not enough data | Not enough data | 
| **Lockless architecture** | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (1):** [Real-time Analytic Database Software](https://www.g2.com/categories/real-time-analytic-database)


**Unique to SingleStore (2):** [Relational Databases](https://www.g2.com/categories/relational-databases), [Vector Database Software](https://www.g2.com/categories/vector-database)


---
## Reviewer Demographics

### By Company Size

| Segment | Materialize | SingleStore | 
|---|---|---|
| **Small-Business** | 60.0% | 37.7% | 
| **Mid-Market** | 40.0% | 24.6% | 
| **Enterprise** | 0% | 37.7% | 

### By Industry

#### Materialize

- **Graphic Design:** 20.0%
- **Computer Software:** 20.0%
- **Information Technology and Services:** 13.3%
- **Marketing and Advertising:** 6.7%
- **Food Production:** 6.7%
- **Financial Services:** 6.7%
- **Design:** 6.7%
- **Consumer Services:** 6.7%
- **Biotechnology:** 6.7%
- **Banking:** 6.7%

#### SingleStore

- **Information Technology and Services:** 21.9%
- **Computer Software:** 18.4%
- **Financial Services:** 12.3%
- **Internet:** 7.0%
- **Banking:** 6.1%
- **Telecommunications:** 2.6%
- **Consumer Services:** 2.6%
- **Computer & Network Security:** 2.6%
- **Hospital & Health Care:** 2.6%
- **Retail:** 1.8%
- **Other:** 21.9%

---
## Alternatives

### Alternatives to Materialize

- [InfluxDB](https://www.g2.com/products/influxdata-influxdb/reviews) — 4.4/5 stars (101 reviews)
- [ClickHouse](https://www.g2.com/products/clickhouse/reviews) — 4.5/5 stars (23 reviews)
- [Aerospike](https://www.g2.com/products/aerospike/reviews) — 4.4/5 stars (83 reviews)
- [CrateDB](https://www.g2.com/products/cratedb/reviews) — 4.4/5 stars (85 reviews)
- [KX](https://www.g2.com/products/kx-kx/reviews) — 4.6/5 stars (51 reviews)
- [StarTree](https://www.g2.com/products/startree/reviews) — 4.5/5 stars (29 reviews)
- [Tiger Data](https://www.g2.com/products/tiger-data/reviews) — 4.6/5 stars (33 reviews)
- [Druid](https://www.g2.com/products/druid/reviews) — 4.3/5 stars (31 reviews)
- [Rayven](https://www.g2.com/products/rayven/reviews) — 4.9/5 stars (30 reviews)
- [Tinybird](https://www.g2.com/products/tinybird/reviews) — 4.1/5 stars (14 reviews)

### Alternatives to SingleStore

- [PostgreSQL](https://www.g2.com/products/postgresql/reviews) — 4.4/5 stars (677 reviews)
- [CockroachDB](https://www.g2.com/products/cockroachdb/reviews) — 4.3/5 stars (29 reviews)
- [MySQL](https://www.g2.com/products/mysql/reviews) — 4.4/5 stars (1675 reviews)
- [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) — 4.4/5 stars (2271 reviews)
- [Oracle Database](https://www.g2.com/products/oracle-database/reviews) — 4.3/5 stars (1010 reviews)
- [Amazon Aurora](https://www.g2.com/products/amazon-aurora/reviews) — 4.5/5 stars (457 reviews)
- [IBM Db2](https://www.g2.com/products/ibm-db2/reviews) — 4.1/5 stars (682 reviews)
- [Teradata Vantage](https://www.g2.com/products/teradata-teradata-vantage/reviews) — 4.3/5 stars (375 reviews)
- [Google Cloud SQL](https://www.g2.com/products/google-cloud-sql/reviews) — 4.5/5 stars (366 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews)

---
## Top Discussions

### Materialize

No discussions available for this product.

### SingleStore

- Title: [What is the relationship between MemSQL and MySQL?](https://www.g2.com/discussions/general-bbf6d738-7616-4865-809c-1fb011651a69) — 2 comments, 1 upvote
  > **Top comment:** "MemSQL and MySQL are both ANSI SQL-compliant, so the same queries work on both - as is, or with minor changes. In addition, MemSQL directly supports the..."
- Title: [Is there provisin forthe software to be open source or will this be only following a Pay for Services model?](https://www.g2.com/discussions/is-there-provisin-forthe-software-to-be-open-source-or-will-this-be-only-following-a-pay-for-services-model) — 1 comment, 1 upvote
  > **Top comment:** "Run the SingleStoreDB anywhere, free forever. Run it in production up to a capacity limit with no time limits. Available here:..."
- Title: [How the complex and internal architecture is different from native MySQL](https://www.g2.com/discussions/how-the-complex-and-internal-architecture-is-different-from-native-mysql) — 1 comment, 1 upvote
  > **Top comment:** "SingleStoreDB and MySQL do not share any code. SingleStoreDB is a real-time, unified distributed SQL database built from the ground up for maximum..."
- Title: [When does it hang running memsql-ops --start sometimes](https://www.g2.com/discussions/when-does-it-hang-running-memsql-ops-start-sometimes) — 1 comment, 1 upvote
  > **Top comment:** "Comment deleted by user."
- Title: [Can we Use Amazon Kinesis to ingest data into memsql](https://www.g2.com/discussions/can-we-use-amazon-kinesis-to-ingest-data-into-memsql) — 1 comment, 1 upvote
  > **Top comment:** "The answer should certainly be yes, for most use cases. Kinesis is mentioned in this blog post: https://www.memsql.com/content/kafka/. For specifics, please..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/materialize-vs-singlestore)