# SAP HANA Cloud vs Zilliz Comparison
---
## AI Generated Summary
- **G2 reviewers report** that SAP HANA Cloud excels in providing **fast, in-memory data processing** , allowing users to act as a single source of truth without duplicating data. This feature is particularly beneficial for organizations that rely on real-time data analytics.
- **Users say** Zilliz stands out for its **professional technical support** and **great documentation** , making it a reliable choice for those needing assistance during integration. Reviewers appreciate the team's responsiveness, especially during the initial setup phase.
- **According to verified reviews** , SAP HANA Cloud is praised for its seamless integration with other SAP products, which enhances overall user experience. Users highlight that this integration simplifies processes and reduces the complexity of setup, making it easier for teams to get started.
- **Reviewers mention** that Zilliz is particularly user-friendly and **affordable** , making it an attractive option for small businesses. Its ability to scale effectively to meet growing needs is frequently noted, which is a significant advantage for startups and smaller enterprises.
- **G2 reviewers highlight** that while SAP HANA Cloud has a robust feature set, some users find it challenging to navigate compared to Zilliz, which scores higher in **ease of use**. This difference can impact day-to-day usability for teams that prioritize intuitive interfaces.
- **Users report** that Zilliz's performance in **vector similarity search** is unmatched, making it a top choice for organizations focused on machine learning and AI applications. This specialized capability is a key differentiator for users in those fields.



| | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Star Rating** | 4.3 out of 5 | 4.7 out of 5 | 
| **Total Reviews** | 620 | 53 | 
| **Largest Market Segment** | Enterprise (62.6% of reviews) | Small-Business (48.0% of reviews) | 
| **Entry Level Price** | No pricing available | Free | 

---
## Top Pros & Cons

### SAP HANA Cloud

Pros:
- Ease of Use (55 reviews)
- Easy Integrations (41 reviews)

Cons:
- Complexity (33 reviews)
- Expensive (32 reviews)

### Zilliz

Pros:
- Ease of Use (9 reviews)
- Speed (8 reviews)

Cons:
- Expensive (4 reviews)
- Limitations (3 reviews)

---
## Ratings Comparison
| Rating | SAP HANA Cloud | Zilliz | 
|---|---|---|
  | **Meets Requirements** | 8.7 (374 reviews) | 9.3 (48 reviews) | 
  | **Ease of Use** | 8.2 (392 reviews) | 9.3 (50 reviews) | 
  | **Ease of Setup** | 7.8 (277 reviews) | 9.1 (29 reviews) | 
  | **Ease of Admin** | 7.9 (200 reviews) | 8.9 (12 reviews) | 
  | **Quality of Support** | 8.2 (358 reviews) | 9.5 (44 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.5 (196 reviews) | 9.1 (11 reviews) | 
  | **Product Direction (% positive)** | 8.6 (342 reviews) | 9.5 (45 reviews) | 

---
## Pricing

### SAP HANA Cloud

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### Zilliz

#### Entry-Level Pricing

Plan: Starter

Price: Free

Description: The simplest way to experience a fully-managed vector database.

Key Features:
- Up to 1 million vectors
- Up to 2 free collections
- No credit card required

[Browse all 3 editions](https://www.g2.com/products/zilliz/pricing)

#### Free Trial

Yes

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **SAP HANA Cloud** | 8.7/10 | 35 |
| **Zilliz** | N/A | N/A |

#### Reports

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Reports Interface** | 8.6 (34 reviews) | Not enough data | 
| **Steps to Answer** | 8.5 (32 reviews) | Not enough data | 
| **Graphs and Charts** | 8.8 (31 reviews) | Not enough data | 
| **Score Cards** | 8.6 (27 reviews) | Not enough data | 
| **Dashboards** | 9.0 (30 reviews) | Not enough data | 

#### Self Service 

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Calculated Fields** | Not enough data | Not enough data | 
| **Data Column Filtering** | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | 
| **Search** | Not enough data | Not enough data | 
| **Collaboration / Workflow** | Not enough data | Not enough data | 
| **Automodeling** | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Big Data Services** | Not enough data | Not enough data | 

#### Building Reports

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **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 | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **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 | 

### Data Visualization

| Product | Score | Reviews |
|---|---|---|
| **SAP HANA Cloud** | 8.3/10 | 38 |
| **Zilliz** | N/A | N/A |

#### Reports

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Reports Interface** | 8.6 (34 reviews) | Not enough data | 
| **Steps to Answer** | 8.5 (32 reviews) | Not enough data | 
| **Graphs and Charts** | 8.8 (31 reviews) | Not enough data | 
| **Score Cards** | 8.6 (27 reviews) | Not enough data | 
| **Dashboards** | 9.0 (30 reviews) | Not enough data | 

#### Reports

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Reports Interface** | 8.6 (22 reviews) | Not enough data | 
| **Share Reports** | 8.6 (23 reviews) | Not enough data | 
| **Steps to Answer** | 8.0 (22 reviews) | Not enough data | 

#### Generative AI

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **AI Text Generation** | 6.2 (19 reviews) | Not enough data | 
| **AI Text Summarization** | 6.2 (19 reviews) | Not enough data | 

#### Visualization

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Graphs and Charts** | 8.6 (23 reviews) | Not enough data | 
| **Score Cards** | 8.2 (23 reviews) | Not enough data | 
| **Dashboards** | 8.9 (22 reviews) | Not enough data | 
| **Formats** | 8.5 (22 reviews) | Not enough data | 

#### Data Updates

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Historical Snapshots** | 8.3 (22 reviews) | Not enough data | 
| **Real-Time Updating** | 8.8 (24 reviews) | Not enough data | 

#### Collaboration

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Sharing** | 8.2 (22 reviews) | Not enough data | 
| **Co-Editing** | 8.0 (22 reviews) | Not enough data | 
| **Devices** | 8.3 (22 reviews) | Not enough data | 

#### Data Updates

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Historical Snapshots** | 8.9 (25 reviews) | Not enough data | 
| **Real-Time Updating** | 9.0 (29 reviews) | Not enough data | 
| **Email Reports** | 8.1 (26 reviews) | Not enough data | 

### Location Intelligence

| Product | Score | Reviews |
|---|---|---|
| **SAP HANA Cloud** | N/A | N/A |
| **Zilliz** | N/A | N/A |

#### Cartography

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Map Design** | Not enough data | Not enough data | 
| **Vector Mapping ** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Overlaying** | Not enough data | Not enough data | 

#### Analysis

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Predictive Analysis** | Not enough data | Not enough data | 
| **Distance Analysis ** | Not enough data | Not enough data | 
| **Spatial Analysis** | Not enough data | Not enough data | 
| **Data Stream** | Not enough data | Not enough data | 

#### Reporting

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | 
| **WYSIWYG Design** | Not enough data | Not enough data | 
| **API Integrations** | Not enough data | Not enough data | 

### Data Virtualization

| Product | Score | Reviews |
|---|---|---|
| **SAP HANA Cloud** | 8.6/10 | 112 |
| **Zilliz** | N/A | N/A |

#### Administration

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Database Management** | 8.8 (83 reviews) | Not enough data | 
| **Access Control** | 8.7 (79 reviews) | Not enough data | 
| **Data Security** | 8.6 (81 reviews) | Not enough data | 

#### Federation

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Architecture** | 8.6 (75 reviews) | Not enough data | 
| **Provisioning** | 8.4 (74 reviews) | Not enough data | 
| **Orchestration** | 8.4 (73 reviews) | Not enough data | 
| **API / Integrations** | 8.7 (76 reviews) | Not enough data | 

#### Transformation

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Data Visualization** | 8.7 (82 reviews) | Not enough data | 
| **Application Performance** | 8.8 (84 reviews) | Not enough data | 
| **Data Modeling** | 8.7 (82 reviews) | Not enough data | 

### MLOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **SAP HANA Cloud** | N/A | N/A |
| **Zilliz** | N/A | N/A |

#### Deployment

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Language Flexibility** | Not enough data | Not enough data | 
| **Framework Flexibility** | Not enough data | Not enough data | 
| **Versioning** | Not enough data | Not enough data | 
| **Ease of Deployment** | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | 

#### Deployment

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Language Flexibility** | Not enough data | Not enough data | 
| **Framework Flexibility** | Not enough data | Not enough data | 
| **Versioning** | Not enough data | Not enough data | 
| **Ease of Deployment** | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | 

#### Management

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Cataloging** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Governing** | Not enough data | Not enough data | 
| **Model Registry** | Not enough data | Not enough data | 

#### Operations

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Metrics** | Not enough data | Not enough data | 
| **Infrastructure management** | Not enough data | Not enough data | 
| **Collaboration** | Not enough data | Not enough data | 

#### Management

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Cataloging** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Governing** | Not enough data | Not enough data | 

#### Generative AI

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **SAP HANA Cloud** | N/A | N/A |
| **Zilliz** | N/A | N/A |

#### System

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Data Ingestion & Wrangling** | Not enough data | Not enough data | 

#### Model Development

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Language Support** | Not enough data | Not enough data | 
| **Drag and Drop** | Not enough data | Not enough data | 
| **Pre-Built Algorithms** | Not enough data | Not enough data | 
| **Model Training** | Not enough data | Not enough data | 

#### Model Development

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Feature Engineering** | Not enough data | Not enough data | 

#### Machine/Deep Learning Services

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Computer Vision** | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | 
| **Natural Language Generation** | Not enough data | Not enough data | 
| **Artificial Neural Networks** | Not enough data | Not enough data | 

#### Machine/Deep Learning Services

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Natural Language Understanding** | Not enough data | Not enough data | 
| **Deep Learning** | Not enough data | Not enough data | 

#### Deployment

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Managed Service** | Not enough data | Not enough data | 
| **Application** | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | 

#### Generative AI

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 
| **AI Text-to-Image** | Not enough data | Not enough data | 

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

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **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 | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### Database Management Systems (DBMS)

| Product | Score | Reviews |
|---|---|---|
| **SAP HANA Cloud** | 8.9/10 | 23 |
| **Zilliz** | 9.4/10 | 25 |

#### Management

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Data dictionary** | 8.7 (21 reviews) | 9.7 (24 reviews) | 
| **Data Replication** | 8.9 (22 reviews) | 9.4 (24 reviews) | 
| **Query Language** | 9.1 (20 reviews) | 9.3 (25 reviews) | 
| **Data Modeling** | 8.9 (21 reviews) | 9.5 (25 reviews) | 
| **Performance Analysis** | 8.9 (20 reviews) | 9.3 (24 reviews) | 

#### Maintenance

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Data Migration** | 8.6 (22 reviews) | 9.3 (23 reviews) | 
| **Backup and Recovery** | 9.0 (22 reviews) | 9.2 (24 reviews) | 
| **Multi-User Environment** | 8.7 (22 reviews) | 9.3 (24 reviews) | 

#### Security

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Data Encryption** | 8.9 (21 reviews) | 9.5 (23 reviews) | 
| **User Access Control** | 8.8 (23 reviews) | 9.3 (23 reviews) | 

### Relational Databases

| Product | Score | Reviews |
|---|---|---|
| **SAP HANA Cloud** | 8.5/10 | 299 |
| **Zilliz** | N/A | N/A |

#### Management 

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Data Schema** | 8.5 (86 reviews) | Not enough data | 
| **Query Language** | 8.3 (86 reviews) | Not enough data | 
| **ACID - Complaint** | 8.4 (80 reviews) | Not enough data | 
| **Data Replication** | 8.6 (85 reviews) | Not enough data | 

#### Support 

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Text Search** | 8.3 (84 reviews) | Not enough data | 
| **Data Types** | 8.7 (89 reviews) | Not enough data | 
| **Languages** | 8.3 (87 reviews) | Not enough data | 
| **Operating Systems** | Feature Not Available | Not enough data | 

#### Security

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Database Locking** | 8.8 (82 reviews) | Not enough data | 
| **Access Control** | 8.6 (84 reviews) | Not enough data | 
| **Encryption** | 8.7 (82 reviews) | Not enough data | 
| **Authentication** | 8.8 (84 reviews) | Not enough data | 

#### Performance 

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Disaster Recovery** | 8.7 (82 reviews) | Not enough data | 
| **Data Concurrency** | 8.7 (80 reviews) | Not enough data | 
| **Workload Management** | 8.6 (85 reviews) | Not enough data | 
| **Advanced Indexing** | 8.6 (79 reviews) | Not enough data | 
| **Query Optimizer** | Feature Not Available | Not enough data | 

#### Database Features

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Storage** | 8.7 (212 reviews) | Not enough data | 
| **Availability** | 8.6 (217 reviews) | Not enough data | 
| **Stability** | 8.5 (222 reviews) | Not enough data | 
| **Scalability** | 8.6 (224 reviews) | Not enough data | 
| **Security** | 8.7 (214 reviews) | Not enough data | 
| **Data Manipulation** | 8.2 (206 reviews) | Not enough data | 
| **Query Language** | 8.2 (198 reviews) | Not enough data | 

### Text Analysis

| Product | Score | Reviews |
|---|---|---|
| **SAP HANA Cloud** | N/A | N/A |
| **Zilliz** | N/A | N/A |

#### Setup

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Integration** | Not enough data | Not enough data | 
| **Maintenance** | Not enough data | Not enough data | 
| **No-Code** | Not enough data | Not enough data | 

#### Data

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Security** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 

#### Analysis

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Automation** | Not enough data | Not enough data | 
| **Named entity recognition** | Not enough data | Not enough data | 
| **Keyphrase Extraction** | Not enough data | Not enough data | 
| **Topic Analysis** | Not enough data | Not enough data | 
| **Sentiment Analysis** | Not enough data | Not enough data | 
| **Language Identification** | Not enough data | Not enough data | 
| **Syntax/Part of Speech Parsing** | Not enough data | Not enough data | 

#### Customization

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Pre-Built Parameterization** | Not enough data | Not enough data | 
| **Custom Extension** | Not enough data | Not enough data | 
| **Compositionality** | Not enough data | Not enough data | 

#### Generative AI

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 

### Vector Database

| Product | Score | Reviews |
|---|---|---|
| **SAP HANA Cloud** | N/A | N/A |
| **Zilliz** | 9.4/10 | 27 |

#### Data Indexing

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Semantic Search** | Not enough data | 9.6 (27 reviews) | 
| **Indexing Data** | Not enough data | 9.6 (27 reviews) | 

#### Filters

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Accurate Search** | Not enough data | 9.2 (27 reviews) | 
| **Single Stage Filtering - Vector Database** | Not enough data | 9.3 (27 reviews) | 

### Machine Learning

| Product | Score | Reviews |
|---|---|---|
| **SAP HANA Cloud** | N/A | N/A |
| **Zilliz** | N/A | N/A |

#### Integration - Machine Learning

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Integration** | Not enough data | Not enough data | 

#### Learning - Machine Learning

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Training Data** | Not enough data | Not enough data | 
| **Actionable Insights** | Not enough data | Not enough data | 
| **Algorithm** | Not enough data | Not enough data | 

### Predictive Analytics

| Product | Score | Reviews |
|---|---|---|
| **SAP HANA Cloud** | 8.5/10 | 13 |
| **Zilliz** | N/A | N/A |

#### Statistical Tool

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Scripting** | 8.2 (10 reviews) | Not enough data | 
| **Data Mining** | 8.3 (11 reviews) | Not enough data | 
| **Algorithms** | 8.8 (10 reviews) | Not enough data | 

#### Data Analysis

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Analysis** | 8.8 (11 reviews) | Not enough data | 
| **Data Interaction** | 8.5 (8 reviews) | Not enough data | 

#### Decision Making

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Modeling** | 8.3 (10 reviews) | Not enough data | 
| **Data Visualizations** | 9.5 (10 reviews) | Not enough data | 
| **Report Generation** | 9.3 (10 reviews) | Not enough data | 
| **Data Unification** | 9.4 (11 reviews) | Not enough data | 

#### Generative AI

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **AI Text Generation** | 6.9 (9 reviews) | Not enough data | 
| **AI Text Summarization** | 7.2 (9 reviews) | Not enough data | 

### Database as a Service (DBaaS)

| Product | Score | Reviews |
|---|---|---|
| **SAP HANA Cloud** | 8.6/10 | 105 |
| **Zilliz** | N/A | N/A |

#### Configuration

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Application Performance** | 8.7 (82 reviews) | Not enough data | 
| **Orchestration** | 8.5 (79 reviews) | Not enough data | 
| **Database Monitoring** | 8.7 (80 reviews) | Not enough data | 
| **Anomaly Detection** | 8.2 (74 reviews) | Not enough data | 
| **Network Security** | 8.7 (77 reviews) | Not enough data | 

#### Database Administration

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Provisioning** | 8.5 (78 reviews) | Not enough data | 
| **Governance** | 8.4 (78 reviews) | Not enough data | 
| **Auditing** | 8.4 (78 reviews) | Not enough data | 

#### Availability

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Scalability** | 8.7 (81 reviews) | Not enough data | 
| **Backup** | 8.5 (78 reviews) | Not enough data | 
| **Archiving** | 8.6 (76 reviews) | Not enough data | 
| **Indexing** | 8.6 (75 reviews) | Not enough data | 

#### Security

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Data Masking** | 8.7 (69 reviews) | Not enough data | 
| **Authentication And Single Sign-On** | 8.6 (72 reviews) | Not enough data | 
| **Data Anonymization** | 8.6 (72 reviews) | Not enough data | 

#### Data Management

| Feature | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Data Replication** | 8.6 (74 reviews) | Not enough data | 
| **Advanced Data Analytics** | 8.6 (73 reviews) | Not enough data | 

---
## Categories
**Shared Categories (1):** [Database Management Systems (DBMS)](https://www.g2.com/categories/database-management-systems-dbms)

**Unique to SAP HANA Cloud (11):** [Data Virtualization Software](https://www.g2.com/categories/data-virtualization), [Database as a Service (DBaaS) Providers](https://www.g2.com/categories/database-as-a-service-dbaas), [Relational Databases](https://www.g2.com/categories/relational-databases), [Data Visualization Tools](https://www.g2.com/categories/data-visualization-tools), [Location Intelligence Software](https://www.g2.com/categories/location-intelligence), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics), [Text Analysis Software](https://www.g2.com/categories/text-analysis), [Time Series Intelligence Software](https://www.g2.com/categories/time-series-intelligence), [MLOps Platforms](https://www.g2.com/categories/mlops-platforms), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [Machine Learning Software](https://www.g2.com/categories/machine-learning)

**Unique to Zilliz (1):** [Vector Database Software](https://www.g2.com/categories/vector-database)


---
## Reviewer Demographics

### By Company Size

| Segment | SAP HANA Cloud | Zilliz | 
|---|---|---|
| **Small-Business** | 11.8% | 48.0% | 
| **Mid-Market** | 25.6% | 38.0% | 
| **Enterprise** | 62.6% | 14.0% | 

### By Industry

#### SAP HANA Cloud

- **Information Technology and Services:** 19.1%
- **Computer Software:** 7.4%
- **Accounting:** 4.8%
- **Retail:** 4.8%
- **Consumer Goods:** 3.6%
- **Oil & Energy:** 3.6%
- **Automotive:** 3.2%
- **Telecommunications:** 3.0%
- **Financial Services:** 2.6%
- **Manufacturing:** 2.6%
- **Other:** 45.1%

#### Zilliz

- **Information Technology and Services:** 18.0%
- **Computer Software:** 18.0%
- **Education Management:** 12.0%
- **Computer & Network Security:** 10.0%
- **Marketing and Advertising:** 6.0%
- **Automotive:** 4.0%
- **Medical Practice:** 4.0%
- **Design:** 4.0%
- **Accounting:** 2.0%
- **Apparel & Fashion:** 2.0%
- **Other:** 20.0%

---
## Alternatives

### Alternatives to SAP HANA Cloud

- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.5/5 stars (761 reviews)
- [Teradata Autonomous Knowledge Platform](https://www.g2.com/products/teradata-autonomous-knowledge-platform/reviews) — 4.3/5 stars (376 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (889 reviews)
- [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) — 4.4/5 stars (2284 reviews)
- [Oracle Database](https://www.g2.com/products/oracle-database/reviews) — 4.3/5 stars (1016 reviews)
- [Amazon Relational Database Service (RDS)](https://www.g2.com/products/amazon-relational-database-service-rds/reviews) — 4.5/5 stars (908 reviews)
- [IBM Db2](https://www.g2.com/products/ibm-db2/reviews) — 4.1/5 stars (682 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3784 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1354 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (930 reviews)

### Alternatives to Zilliz

- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.5/5 stars (761 reviews)
- [Teradata Autonomous Knowledge Platform](https://www.g2.com/products/teradata-autonomous-knowledge-platform/reviews) — 4.3/5 stars (376 reviews)
- [Google Cloud SQL](https://www.g2.com/products/google-cloud-sql/reviews) — 4.5/5 stars (367 reviews)
- [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) — 4.4/5 stars (2284 reviews)
- [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (817 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1354 reviews)
- [Elasticsearch](https://www.g2.com/products/elastic-elasticsearch/reviews) — 4.5/5 stars (292 reviews)
- [Toad For Oracle](https://www.g2.com/products/quest-software-toad-for-oracle/reviews) — 4.4/5 stars (286 reviews)
- [Pinecone](https://www.g2.com/products/pinecone/reviews) — 4.6/5 stars (45 reviews)
- [DbVisualizer](https://www.g2.com/products/dbvisualizer/reviews) — 4.7/5 stars (269 reviews)

---
## Top Discussions

### SAP HANA Cloud

- Title: [How is SAP HANA  makes data processing and transactions very fast](https://www.g2.com/discussions/35437-how-is-sap-hana-makes-data-processing-and-transactions-very-fast) — 2 comments, 1 upvote
  > **Top comment:** "by minimizing the no. of business process steps by 30 to 40%"
- Title: [SAP HANA Vs Oracle](https://www.g2.com/discussions/12752-sap-hana-vs-oracle) — 2 comments, 1 upvote
  > **Top comment:** "HANA is in-memory database delivered with its appliance, can compress the data at its optimized size which helps to lower the size of DB to be used in..."
- Title: [Why does SAP HANA  take a lot of time when I start it.](https://www.g2.com/discussions/why-does-sap-hana-take-a-lot-of-time-when-i-start-it) — 1 comment, 1 upvote
  > **Top comment:** "SAP HANA may take longer to start due to factors such as large data size, inadequate hardware resources, configuration issues, database consistency checks,..."
- Title: [no question at all](https://www.g2.com/discussions/no-question-at-all) — 1 comment, 1 upvote
  > **Top comment:** "Where we are headed regarding the complete SAP Business Suite. "
- Title: [HANA What is Next](https://www.g2.com/discussions/hana-what-is-next) — 1 comment, 1 upvote
  > **Top comment:** "HANA what is next ?question is tricky, see HANA is a in memory DB with its certified appliance, a strong DB fighting against the traditional DBs like Oracle,..."

### Zilliz

No discussions available for this product.

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/sap-hana-cloud-2025-10-01-vs-zilliz)