# IBM Netezza Performance Server vs Snowflake Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Snowflake excels in user satisfaction, boasting a significantly higher overall score compared to IBM Netezza Performance Server. Users appreciate how Snowflake simplifies advanced data warehousing, making it fast and scalable without the need for heavy infrastructure work.
- **According to verified reviews** , Snowflake has a much larger volume of recent feedback, with 20 reviews in the last 90 days compared to none for IBM Netezza. This suggests that Snowflake is actively engaging its user base and continuously improving its offerings.
- **Users say** that IBM Netezza Performance Server provides impressive performance for data lakes, allowing for high-speed data exchange and real-time analysis. Reviewers highlight its cost predictability feature and seamless integration with tools like watsonx.data, making it a strong choice for specific enterprise needs.
- **Reviewers mention** that while both platforms offer solid data integration capabilities, Snowflake stands out with its user-friendly interface for SQL queries. Users find it easy to pull and clean data, appreciating the intuitive layout that enhances their workflow.
- **G2 reviewers note** that IBM Netezza Performance Server is particularly strong in on-premise solutions, with users praising its reliability and performance for enterprise-level data warehousing. However, Snowflake's cloud capabilities are highlighted as superior, with users enjoying its flexibility and scalability in cloud environments.
- **According to recent user feedback** , Snowflake's architecture is often described as the best for cloud data, with a focus on being result-oriented. In contrast, while IBM Netezza has its strengths, some users feel it may not be as adaptable to evolving data needs as Snowflake.



| | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Star Rating** | 4.1 out of 5 | 4.6 out of 5 | 
| **Total Reviews** | 84 | 734 | 
| **Largest Market Segment** | Enterprise (59.7% of reviews) | Mid-Market (44.8% of reviews) | 
| **Entry Level Price** | No pricing available | $2 Compute/Hour | 

---
## Top Pros & Cons

### IBM Netezza Performance Server

Pros:
- Speed (5 reviews)
- Performance (4 reviews)

Cons:
- Expensive (3 reviews)
- High Maintenance Costs (2 reviews)

### Snowflake

Pros:
- Ease of Use (89 reviews)
- Scalability (68 reviews)

Cons:
- Expensive (53 reviews)
- Cost (36 reviews)

---
## Ratings Comparison
| Rating | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
  | **Meets Requirements** | 8.4 (55 reviews) | 9.1 (565 reviews) | 
  | **Ease of Use** | 8.8 (53 reviews) | 9.0 (601 reviews) | 
  | **Ease of Setup** | 8.3 (23 reviews) | 9.0 (385 reviews) | 
  | **Ease of Admin** | 8.2 (24 reviews) | 8.6 (211 reviews) | 
  | **Quality of Support** | 8.3 (48 reviews) | 8.7 (518 reviews) | 
  | **Has the product been a good partner in doing business?** | 7.9 (23 reviews) | 9.0 (213 reviews) | 
  | **Product Direction (% positive)** | 6.7 (50 reviews) | 9.2 (534 reviews) | 

---
## Pricing

### IBM Netezza Performance Server

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### Snowflake

#### Entry-Level Pricing

Plan: Standard

Price: $2 Compute/Hour

Description: Compute usage is billed on a per-second basis, with a minimum of 60 seconds. You can secure price discounts with pre-purchased Snowflake capacity options. 

Key Features:
- Complete SQL Data Warehouse
- Secure Data Sharing across regions / clouds
- Premier Support 24 x 365

[Browse all 4 editions](https://www.g2.com/products/snowflake/pricing)

#### Free Trial

Yes

---
## Features Comparison By Category

### Data Virtualization

| Product | Score | Reviews |
|---|---|---|
| **IBM Netezza Performance Server** | N/A | N/A |
| **Snowflake** | N/A | N/A |

#### Administration

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Database Management** | Not enough data | Not enough data | 
| **Access Control** | Not enough data | Not enough data | 
| **Data Security** | Not enough data | Not enough data | 

#### Federation

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Architecture** | Not enough data | Not enough data | 
| **Provisioning** | Not enough data | Not enough data | 
| **Orchestration** | Not enough data | Not enough data | 
| **API / Integrations** | Not enough data | Not enough data | 

#### Transformation

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Data Visualization** | Not enough data | Not enough data | 
| **Application Performance** | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | 

### Data Governance

| Product | Score | Reviews |
|---|---|---|
| **IBM Netezza Performance Server** | N/A | N/A |
| **Snowflake** | N/A | N/A |

#### Administration

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Data Modelling** | Not enough data | Not enough data | 
| **Recommendations** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Dashboards and Visualizations** | Not enough data | Not enough data | 

#### Management

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Business Glossary** | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | 
| **Data Profililng** | Not enough data | Not enough data | 
| **Reporting and Visualization** | Not enough data | Not enough data | 
| **Data Lineage** | Not enough data | Not enough data | 

#### Compliance

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Sensitive Data Compliance** | Not enough data | Not enough data | 
| **Training and Guidelines** | Not enough data | Not enough data | 
| **Policy Enforcement** | Not enough data | Not enough data | 
| **Compliance Monitoring** | Not enough data | Not enough data | 

#### Security

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Access Control** | Not enough data | Not enough data | 
| **Roles Management** | Not enough data | Not enough data | 
| **Compliance Management** | Not enough data | Not enough data | 

#### Data Quality

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Data Preparation** | Not enough data | Not enough data | 
| **Data Distribution** | Not enough data | Not enough data | 
| **Data Unification** | Not enough data | Not enough data | 

#### Maintainence

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Data Quality Management** | Not enough data | Not enough data | 
| **Policy Management** | Not enough data | Not enough data | 

#### Generative AI

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 

#### Agentic AI - Data Governance

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### MLOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **IBM Netezza Performance Server** | N/A | N/A |
| **Snowflake** | 9.2/10 | 13 |

#### Deployment

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Language Flexibility** | Not enough data | 9.2 (13 reviews) | 
| **Framework Flexibility** | Not enough data | 9.0 (13 reviews) | 
| **Versioning** | Not enough data | 9.1 (13 reviews) | 
| **Ease of Deployment** | Not enough data | 9.4 (13 reviews) | 
| **Scalability** | Not enough data | 9.4 (13 reviews) | 

#### Deployment

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Language Flexibility** | Not enough data | 9.4 (11 reviews) | 
| **Framework Flexibility** | Not enough data | 9.5 (11 reviews) | 
| **Versioning** | Not enough data | 9.5 (11 reviews) | 
| **Ease of Deployment** | Not enough data | 9.5 (11 reviews) | 
| **Scalability** | Not enough data | 9.4 (11 reviews) | 

#### Management

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Cataloging** | Not enough data | 9.0 (13 reviews) | 
| **Monitoring** | Not enough data | 9.0 (12 reviews) | 
| **Governing** | Not enough data | 9.2 (13 reviews) | 
| **Model Registry** | Not enough data | 9.1 (13 reviews) | 

#### Operations

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Metrics** | Not enough data | 8.9 (11 reviews) | 
| **Infrastructure management** | Not enough data | 8.9 (11 reviews) | 
| **Collaboration** | Not enough data | 9.5 (11 reviews) | 

#### Management

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Cataloging** | Not enough data | 9.2 (11 reviews) | 
| **Monitoring** | Not enough data | 9.3 (10 reviews) | 
| **Governing** | Not enough data | 8.8 (11 reviews) | 

#### Generative AI

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **AI Text Generation** | Not enough data | 8.6 (11 reviews) | 
| **AI Text Summarization** | Not enough data | 8.5 (11 reviews) | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **IBM Netezza Performance Server** | N/A | N/A |
| **Snowflake** | 8.6/10 | 37 |

#### System

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Data Ingestion & Wrangling** | Not enough data | 9.2 (30 reviews) | 

#### Model Development

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Language Support** | Not enough data | 9.1 (31 reviews) | 
| **Drag and Drop** | Not enough data | 8.6 (29 reviews) | 
| **Pre-Built Algorithms** | Not enough data | 8.3 (29 reviews) | 
| **Model Training** | Not enough data | 8.8 (30 reviews) | 

#### Model Development

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Feature Engineering** | Not enough data | 8.8 (28 reviews) | 

#### Machine/Deep Learning Services

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Computer Vision** | Not enough data | 8.6 (29 reviews) | 
| **Natural Language Processing** | Not enough data | 8.6 (29 reviews) | 
| **Natural Language Generation** | Not enough data | 8.4 (29 reviews) | 
| **Artificial Neural Networks** | Not enough data | 8.4 (28 reviews) | 

#### Machine/Deep Learning Services

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Natural Language Understanding** | Not enough data | 8.6 (28 reviews) | 
| **Deep Learning** | Not enough data | 8.5 (25 reviews) | 

#### Deployment

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Managed Service** | Not enough data | 9.1 (31 reviews) | 
| **Application** | Not enough data | 9.0 (28 reviews) | 
| **Scalability** | Not enough data | 9.2 (30 reviews) | 

#### Generative AI

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **AI Text Generation** | Not enough data | 8.5 (27 reviews) | 
| **AI Text Summarization** | Not enough data | 8.4 (26 reviews) | 
| **AI Text-to-Image** | Not enough data | 8.5 (26 reviews) | 

#### Agentic AI - Data Science and Machine Learning Platforms

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 8.3 (14 reviews) | 
| **Multi-step Planning** | Not enough data | 8.3 (14 reviews) | 
| **Cross-system Integration** | Not enough data | 8.5 (14 reviews) | 
| **Adaptive Learning** | Not enough data | 8.6 (14 reviews) | 
| **Natural Language Interaction** | Not enough data | 8.3 (14 reviews) | 
| **Proactive Assistance** | Not enough data | 8.4 (15 reviews) | 
| **Decision Making** | Not enough data | 8.3 (14 reviews) | 

### Data Warehouse

| Product | Score | Reviews |
|---|---|---|
| **IBM Netezza Performance Server** | 8.6/10 | 14 |
| **Snowflake** | 8.8/10 | 272 |

#### Data Management

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Data Integration** | 8.6 (13 reviews) ✓ Verified | 9.1 (212 reviews) ✓ Verified | 
| **Data Compression** | 8.8 (12 reviews) ✓ Verified | 8.9 (178 reviews) ✓ Verified | 
| **Data Quality** | 8.8 (11 reviews) ✓ Verified | 9.1 (189 reviews) ✓ Verified | 
| **Built-In Data Analytics** | 9.1 (9 reviews) ✓ Verified | 8.4 (186 reviews) ✓ Verified | 
| **In-Database Machine Learning** | 8.0 (9 reviews) ✓ Verified | 8.2 (165 reviews) ✓ Verified | 
| **Data Lake Analytics** | 8.5 (11 reviews) ✓ Verified | 8.7 (167 reviews) ✓ Verified | 

#### Integration

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **AI/ ML Integration** | 7.5 (8 reviews) ✓ Verified | 8.4 (160 reviews) ✓ Verified | 
| **BI Tool Integration** | 8.8 (11 reviews) ✓ Verified | 9.0 (199 reviews) ✓ Verified | 
| **Data lake Integration** | 9.2 (10 reviews) ✓ Verified | 8.9 (170 reviews) ✓ Verified | 

#### Deployment

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **On-Premise** | 8.7 (9 reviews) ✓ Verified | 7.8 (147 reviews) ✓ Verified | 
| **Cloud** | 8.2 (11 reviews) ✓ Verified | 9.3 (206 reviews) ✓ Verified | 

#### Performance 

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Scalability** | 8.5 (9 reviews) ✓ Verified | 9.4 (219 reviews) ✓ Verified | 

#### Security

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Data Governance** | 8.9 (11 reviews) ✓ Verified | 8.9 (190 reviews) ✓ Verified | 
| **Data Security** | 9.0 (10 reviews) ✓ Verified | 9.1 (198 reviews) ✓ Verified | 

#### Generative AI

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **AI Text Generation** | Not enough data | 8.0 (85 reviews) | 
| **AI Text Summarization** | Not enough data | 8.1 (83 reviews) | 

### Database Management Systems (DBMS)

| Product | Score | Reviews |
|---|---|---|
| **IBM Netezza Performance Server** | N/A | N/A |
| **Snowflake** | 9.2/10 | 108 |

#### Management

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Data dictionary** | Not enough data | 9.0 (86 reviews) | 
| **Data Replication** | Not enough data | 9.1 (86 reviews) | 
| **Query Language** | Not enough data | 9.4 (92 reviews) | 
| **Data Modeling** | Not enough data | 9.0 (91 reviews) | 
| **Performance Analysis** | Not enough data | 9.1 (90 reviews) | 

#### Maintenance

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Data Migration** | Not enough data | 9.3 (88 reviews) | 
| **Backup and Recovery** | Not enough data | 9.0 (88 reviews) | 
| **Multi-User Environment** | Not enough data | 9.3 (90 reviews) | 

#### Security

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Data Encryption** | Not enough data | 9.3 (88 reviews) | 
| **User Access Control** | Not enough data | 9.2 (92 reviews) | 

### Columnar Databases

| Product | Score | Reviews |
|---|---|---|
| **IBM Netezza Performance Server** | N/A | N/A |
| **Snowflake** | 9.2/10 | 52 |

#### Storage

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Data Model** | Not enough data | 9.2 (45 reviews) | 
| **Data Types** | Not enough data | 9.2 (45 reviews) | 

#### Availability

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Auto Sharding** | Not enough data | 9.1 (40 reviews) | 
| **Auto Recovery** | Not enough data | 9.2 (38 reviews) | 
| **Data Replication** | Not enough data | 9.2 (42 reviews) | 

#### Performance

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Integrated Cache** | Not enough data | 9.2 (45 reviews) | 

#### Security

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Role-Based Authorization** | Not enough data | 9.1 (45 reviews) | 
| **Authentication** | Not enough data | 9.2 (46 reviews) | 
| **Audit Logs** | Not enough data | 8.9 (39 reviews) | 
| **Encryption** | Not enough data | 9.2 (39 reviews) | 

#### Support

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Multi-Model** | Not enough data | 9.2 (37 reviews) | 
| **Operating Systems** | Not enough data | 9.2 (36 reviews) | 

### Data Clean Room

| Product | Score | Reviews |
|---|---|---|
| **IBM Netezza Performance Server** | N/A | N/A |
| **Snowflake** | 9.2/10 | 27 |

#### Centralized computation

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Centralized Computation** | Not enough data | 9.3 (26 reviews) | 

#### Localized computation

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Localized computation** | Not enough data | 9.1 (25 reviews) | 

### Big Data Processing and Distribution

| Product | Score | Reviews |
|---|---|---|
| **IBM Netezza Performance Server** | N/A | N/A |
| **Snowflake** | 9.0/10 | 119 |

#### Database

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Real-Time Data Collection** | Not enough data | 9.0 (101 reviews) | 
| **Data Distribution** | Not enough data | 9.3 (103 reviews) | 
| **Data Lake** | Not enough data | 9.3 (98 reviews) | 

#### Integrations

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Hadoop Integration** | Not enough data | 8.7 (78 reviews) | 
| **Spark Integration** | Not enough data | 8.7 (83 reviews) | 

#### Platform

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Machine Scaling** | Not enough data | 9.1 (94 reviews) | 
| **Data Preparation** | Not enough data | 9.0 (100 reviews) | 
| **Spark Integration** | Not enough data | 8.7 (83 reviews) | 

#### Processing

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Cloud Processing** | Not enough data | 9.3 (100 reviews) | 
| **Workload Processing** | Not enough data | 9.1 (98 reviews) | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **IBM Netezza Performance Server** | N/A | N/A |
| **Snowflake** | 9.0/10 | 103 |

#### Data Transformation

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Real-Time Analytics** | Not enough data | 9.2 (91 reviews) | 
| **Data Querying** | Not enough data | 9.4 (92 reviews) | 

#### Connectivity

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Hadoop Integration** | Not enough data | 8.6 (80 reviews) | 
| **Spark Integration** | Not enough data | 8.7 (81 reviews) | 
| **Multi-Source Analysis** | Not enough data | 9.1 (85 reviews) | 
| **Data Lake** | Not enough data | 9.1 (85 reviews) | 

#### Operations

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Data Visualization** | Not enough data | 8.6 (90 reviews) | 
| **Data Workflow** | Not enough data | 9.2 (82 reviews) | 
| **Governed Discovery** | Not enough data | 8.9 (77 reviews) | 
| **Embedded Analytics** | Not enough data | 8.8 (82 reviews) | 
| **Notebooks** | Not enough data | 8.7 (82 reviews) | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **IBM Netezza Performance Server** | N/A | N/A |
| **Snowflake** | N/A | N/A |

#### Building Reports

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | 
| **WYSIWYG Report Design** | Not enough data | Not enough data | 
| **Integration APIs** | Not enough data | Not enough data | 

#### Platform

| Feature | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | 
| **Customization ** | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | 
| **Sandbox / Test Environments** | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (1):** [Data Warehouse Solutions](https://www.g2.com/categories/data-warehouse)

**Unique to IBM Netezza Performance Server (1):** [Data Virtualization Software](https://www.g2.com/categories/data-virtualization)

**Unique to Snowflake (9):** [Data Clean Room Software](https://www.g2.com/categories/data-clean-room), [Columnar Databases](https://www.g2.com/categories/columnar-databases), [MLOps Platforms](https://www.g2.com/categories/mlops-platforms), [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [Big Data Processing And Distribution Systems](https://www.g2.com/categories/big-data-processing-and-distribution), [Big Data Analytics Software](https://www.g2.com/categories/big-data-analytics), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [Database Management Systems (DBMS)](https://www.g2.com/categories/database-management-systems-dbms), [Data Governance Tools](https://www.g2.com/categories/data-governance-tools)


---
## Reviewer Demographics

### By Company Size

| Segment | IBM Netezza Performance Server | Snowflake | 
|---|---|---|
| **Small-Business** | 10.4% | 12.9% | 
| **Mid-Market** | 29.9% | 44.8% | 
| **Enterprise** | 59.7% | 42.3% | 

### By Industry

#### IBM Netezza Performance Server

- **Information Technology and Services:** 19.4%
- **Banking:** 11.9%
- **Insurance:** 11.9%
- **Retail:** 7.5%
- **Financial Services:** 6.0%
- **Computer Software:** 4.5%
- **Health, Wellness and Fitness:** 4.5%
- **Higher Education:** 4.5%
- **Hospital & Health Care:** 4.5%
- **Utilities:** 4.5%
- **Other:** 20.9%

#### Snowflake

- **Information Technology and Services:** 15.3%
- **Computer Software:** 14.0%
- **Financial Services:** 9.6%
- **Marketing and Advertising:** 4.4%
- **Hospital & Health Care:** 3.4%
- **Retail:** 3.4%
- **Insurance:** 3.2%
- **Information Services:** 2.7%
- **Internet:** 2.2%
- **Consulting:** 2.2%
- **Other:** 39.5%

---
## Alternatives

### Alternatives to IBM Netezza Performance Server

- [Amazon Redshift](https://www.g2.com/products/amazon-redshift/reviews) — 4.3/5 stars (401 reviews)
- [Oracle Exadata Cloud Service](https://www.g2.com/products/oracle-exadata-cloud-service/reviews) — 4.4/5 stars (44 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1236 reviews)
- [Teradata Vantage](https://www.g2.com/products/teradata-teradata-vantage/reviews) — 4.3/5 stars (375 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (771 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [SQL Server 2019](https://www.g2.com/products/sql-server-2019/reviews) — 4.5/5 stars (83 reviews)
- [OpenText Vertica](https://www.g2.com/products/opentext-vertica/reviews) — 4.3/5 stars (216 reviews)
- [AWS Glue](https://www.g2.com/products/aws-glue/reviews) — 4.3/5 stars (199 reviews)

### Alternatives to Snowflake

- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (771 reviews)
- [Cloudera Data Platform](https://www.g2.com/products/cloudera-cloudera-data-platform/reviews) — 4.1/5 stars (136 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1236 reviews)
- [Teradata Vantage](https://www.g2.com/products/teradata-teradata-vantage/reviews) — 4.3/5 stars (375 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (679 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews)
- [Amazon Redshift](https://www.g2.com/products/amazon-redshift/reviews) — 4.3/5 stars (401 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1004 reviews)
- [OpenText Vertica](https://www.g2.com/products/opentext-vertica/reviews) — 4.3/5 stars (216 reviews)
- [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) — 4.4/5 stars (2271 reviews)

---
## Top Discussions

### IBM Netezza Performance Server

No discussions available for this product.

### Snowflake

- Title: [What's the best way to manage change data capture in Snowflake?](https://www.g2.com/discussions/what-s-the-best-way-to-manage-change-data-capture-in-snowflake) — 4 comments, 2 upvotes
  > **Top comment:** "Do. It in the upstream source system using. Somethjng like aws DMS"
- Title: [What is Snowflake used for?](https://www.g2.com/discussions/what-is-snowflake-used-for) — 2 comments, 1 upvote
  > **Top comment:** "For ETL, Data warehouse and data management. "
- Title: [Snowflake - how to connect to Snowflake using NodeJS](https://www.g2.com/discussions/snowflake-how-to-connect-to-snowflake-using-nodejs) — 2 comments, 1 upvote
  > **Top comment:** "Does this help? https://www.ameexusa.com/blogs/connecting-node-js-snowflake"
- Title: [What is the difference between Snowflake vs Redshift? Which one is Good to Learn.](https://www.g2.com/discussions/what-is-the-difference-between-snowflake-vs-redshift-which-one-is-good-to-learn) — 2 comments, 1 upvote
  > **Top comment:** "I have take up the Snowflake and it is the much interesting on than Redshift. You can for other courses from https://attariclasses.in/"
- Title: [which is best snowflake or My sql](https://www.g2.com/discussions/which-is-best-snowflake-or-my-sql) — 2 comments, 1 upvote
  > **Top comment:** "Depends on your needs.  MySQL is open source/free.   It or Postgres (another open source db) is good for pretty much any normal need.   You can install on..."

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**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/ibm-netezza-performance-server-vs-snowflake)