# IBM Databand, Soda vs Great Expectations Comparison

| | IBM Databand | Soda | Great Expectations | 
|---|---|---|---|
| **Star Rating** | 4.3 out of 5 | 4.4 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 66 | 55 | 11 | 
| **Largest Market Segment** | Mid-Market (40.0% of reviews) | Mid-Market (43.6% of reviews) | Mid-Market (45.5% of reviews) | 
| **Entry Level Price** | Contact Us 1 GB / Month of Metadata Logged Per Year | $0.00 3 Production Datasets Per Month | No pricing available | 

---
## Top Pros & Cons

### IBM Databand

Pros:
- Anomaly Detection (2 reviews)
- Monitoring (2 reviews)

Cons:
- Limited Features (3 reviews)
- Expensive (2 reviews)

### Soda

Pros:
- Data Quality (2 reviews)
- Customer Support (1 reviews)

Cons:
- Limited Functionality (2 reviews)
- Access Control (1 reviews)

### Great Expectations

**Not enough data**

---
## Ratings Comparison
| Rating | IBM Databand | Soda | Great Expectations | 
|---|---|---|---|
  | **Meets Requirements** | 8.6 (59 reviews) | 8.7 (49 reviews) | 9.2 (11 reviews) | 
  | **Ease of Use** | 8.6 (61 reviews) | 8.5 (50 reviews) | 9.1 (9 reviews) | 
  | **Ease of Setup** | 8.3 (31 reviews) | 8.4 (29 reviews) | 9.2 (6 reviews) | 
  | **Ease of Admin** | 8.0 (23 reviews) | 8.6 (22 reviews) | 8.3 (6 reviews) | 
  | **Quality of Support** | 8.9 (57 reviews) | 8.7 (49 reviews) | 8.5 (10 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.3 (23 reviews) | 8.9 (22 reviews) | 8.6 (6 reviews) | 
  | **Product Direction (% positive)** | 9.4 (57 reviews) | 9.0 (49 reviews) | 10.0 (10 reviews) | 

---
## Pricing

### IBM Databand

#### Entry-Level Pricing

Plan: Growth

Price: Contact Us 1 GB / Month of Metadata Logged Per Year

Key Features:
- Monitored Pipelines | < 100
- Metadata Logged | Up to 500MB / month
- Alerting | Email. Slack. Pagerduty. Opsgenie

[Browse all 2 editions](https://www.g2.com/products/ibm-databand/pricing)

#### Free Trial

Yes

### Soda

#### Entry-Level Pricing

Plan: Free

Price: $0.00 3 Production Datasets Per Month

Description: Great for small projects

Key Features:
- Pipeline testing
- Metrics observability
- Alerting & ticketing integrations

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

#### Free Trial

Yes

### Great Expectations

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

---
## Features Comparison By Category

### Data Preparation

| Product | Score | Reviews |
|---|---|---|
| **IBM Databand** | 8.5/10 | 32 |
| **Soda** | N/A | N/A |
| **Great Expectations** | N/A | N/A |

#### Data Source Access

| Feature | IBM Databand | Soda | Great Expectations | 
|---|---|---|---|
| **Breadth of Data Sources** | 8.6 (26 reviews) | Not enough data | Not enough data | 
| **Ease of Data Connectivity** | 8.6 (28 reviews) | Not enough data | Not enough data | 
| **API Connectivity** | 8.7 (27 reviews) | Not enough data | Not enough data | 

#### Data Interaction

| Feature | IBM Databand | Soda | Great Expectations | 
|---|---|---|---|
| **Profiling and Classification** | 8.3 (26 reviews) | Not enough data | Not enough data | 
| **Metadata Management** | 8.5 (28 reviews) | Not enough data | Not enough data | 
| **Data Modeling** | 8.3 (28 reviews) | Not enough data | Not enough data | 
| **Data Joining** | 8.8 (27 reviews) | Not enough data | Not enough data | 
| **Data Blending** | 8.6 (27 reviews) | Not enough data | Not enough data | 
| **Data Quality and Cleansing** | 8.9 (28 reviews) | Not enough data | Not enough data | 
| **Data Sharing** | 8.6 (27 reviews) | Not enough data | Not enough data | 
| **Data Governance** | 8.5 (28 reviews) | Not enough data | Not enough data | 

#### Data Exporting

| Feature | IBM Databand | Soda | Great Expectations | 
|---|---|---|---|
| **Breadth of Integrations** | 8.4 (26 reviews) | Not enough data | Not enough data | 
| **Ease of Integrations** | 8.1 (27 reviews) | Not enough data | Not enough data | 
| **Data Workflows** | 8.8 (28 reviews) | Not enough data | Not enough data | 

#### Generative AI

| Feature | IBM Databand | Soda | Great Expectations | 
|---|---|---|---|
| **AI Text Generation** | 8.5 (8 reviews) | Not enough data | Not enough data | 

### Data Observability

| Product | Score | Reviews |
|---|---|---|
| **IBM Databand** | 8.4/10 | 49 |
| **Soda** | 8.2/10 | 24 |
| **Great Expectations** | 8.8/10 | 11 |

#### Functionality

| Feature | IBM Databand | Soda | Great Expectations | 
|---|---|---|---|
| **Real-time Analytics** | 8.6 (46 reviews) | 8.0 (22 reviews) | 9.4 (8 reviews) | 
| **Data quality monitoring** | 8.6 (45 reviews) | 9.2 (24 reviews) | 8.8 (11 reviews) | 
| **Automation** | 8.2 (45 reviews) | 8.1 (24 reviews) | 8.8 (11 reviews) | 
| **End to End visiblity** | 8.9 (46 reviews) | 8.8 (24 reviews) | 8.9 (9 reviews) | 

#### Management

| Feature | IBM Databand | Soda | Great Expectations | 
|---|---|---|---|
| **Anomaly identification** | 8.3 (45 reviews) | 8.6 (24 reviews) | 8.3 (10 reviews) | 
| **Single pane view** | 8.3 (42 reviews) | 8.3 (20 reviews) | 8.9 (9 reviews) | 
| **Real-time alerts** | 8.5 (44 reviews) | 8.6 (23 reviews) | 8.5 (8 reviews) | 
| **Data lineage** | 8.7 (42 reviews) | 7.5 (21 reviews) | 8.7 (9 reviews) | 
| **Integrations** | 8.6 (44 reviews) | 8.5 (24 reviews) | 8.6 (11 reviews) | 

#### Generative AI

| Feature | IBM Databand | Soda | Great Expectations | 
|---|---|---|---|
| **AI Text Generation** | 7.3 (11 reviews) | 6.1 (14 reviews) | Not enough data | 

#### Agentic AI - Data Observability

| Feature | IBM Databand | Soda | Great Expectations | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 

### Data Quality

| Product | Score | Reviews |
|---|---|---|
| **IBM Databand** | N/A | N/A |
| **Soda** | 7.9/10 | 44 |
| **Great Expectations** | N/A | N/A |

#### Functionality

| Feature | IBM Databand | Soda | Great Expectations | 
|---|---|---|---|
| **Identification** | Not enough data | 8.7 (42 reviews) | Not enough data | 
| **Correction** | Not enough data | Feature Not Available | Not enough data | 
| **Normalization** | Not enough data | 8.0 (41 reviews) | Not enough data | 
| **Preventative Cleaning** | Not enough data | Feature Not Available | Not enough data | 
| **Data Matching** | Not enough data | 7.9 (43 reviews) | Not enough data | 

#### Management

| Feature | IBM Databand | Soda | Great Expectations | 
|---|---|---|---|
| **Reporting** | Not enough data | 7.7 (33 reviews) | Not enough data | 
| **Automation** | Not enough data | Feature Not Available | Not enough data | 
| **Quality Audits** | Not enough data | 8.5 (42 reviews) | Not enough data | 
| **Dashboard** | Not enough data | 7.7 (42 reviews) | Not enough data | 
| **Governance** | Not enough data | 8.2 (38 reviews) | Not enough data | 

#### Generative AI

| Feature | IBM Databand | Soda | Great Expectations | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | 5.9 (25 reviews) | Not enough data | 
| **AI Text Summarization** | Not enough data | 6.3 (25 reviews) | Not enough data | 

---
## Categories
**Shared Categories (1):** [Data Observability Software](https://www.g2.com/categories/data-observability)

**Unique to IBM Databand (1):** [Data Preparation Software](https://www.g2.com/categories/data-preparation)

**Unique to Soda (1):** [Data Quality Tools](https://www.g2.com/categories/data-quality)

**Unique to Great Expectations (1):** [Data Quality Tools](https://www.g2.com/categories/data-quality)


---
## Reviewer Demographics

### By Company Size

| Segment | IBM Databand | Soda | Great Expectations | 
|---|---|---|---|
| **Small-Business** | 26.2% | 16.4% | 36.4% | 
| **Mid-Market** | 40.0% | 43.6% | 45.5% | 
| **Enterprise** | 33.8% | 40.0% | 18.2% | 

### By Industry

#### IBM Databand

- **Information Technology and Services:** 23.1%
- **Computer Software:** 20.0%
- **Retail:** 9.2%
- **Computer & Network Security:** 6.2%
- **Financial Services:** 6.2%
- **Telecommunications:** 4.6%
- **Insurance:** 4.6%
- **Non-Profit Organization Management:** 3.1%
- **Banking:** 3.1%
- **Consumer Services:** 3.1%
- **Other:** 16.9%

#### Soda

- **Information Technology and Services:** 21.8%
- **Computer Software:** 18.2%
- **Consulting:** 16.4%
- **Financial Services:** 9.1%
- **Retail:** 3.6%
- **Online Media:** 3.6%
- **Consumer Goods:** 3.6%
- **Entertainment:** 3.6%
- **Automotive:** 1.8%
- **Broadcast Media:** 1.8%
- **Other:** 16.4%

#### Great Expectations

- **Accounting:** 36.4%
- **Information Technology and Services:** 18.2%
- **Telecommunications:** 9.1%
- **Security and Investigations:** 9.1%
- **Online Media:** 9.1%
- **Computer Software:** 9.1%
- **Banking:** 9.1%

---
## Alternatives

### Alternatives to IBM Databand

- [Monte Carlo](https://www.g2.com/products/monte-carlo/reviews) — 4.3/5 stars (522 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3653 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)
- [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (798 reviews)
- [HubSpot Data Hub](https://www.g2.com/products/hubspot-data-hub/reviews) — 4.5/5 stars (576 reviews)
- [OWOX](https://www.g2.com/products/owox/reviews) — 4.9/5 stars (296 reviews)
- [DemandTools](https://www.g2.com/products/demandtools/reviews) — 4.6/5 stars (284 reviews)
- [Mezmo](https://www.g2.com/products/mezmo/reviews) — 4.6/5 stars (224 reviews)

### Alternatives to Soda

- [Monte Carlo](https://www.g2.com/products/monte-carlo/reviews) — 4.3/5 stars (522 reviews)
- [dbt](https://www.g2.com/products/dbt/reviews) — 4.7/5 stars (206 reviews)
- [Demandbase One](https://www.g2.com/products/demandbase-one/reviews) — 4.4/5 stars (1947 reviews)
- [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (798 reviews)
- [Planhat](https://www.g2.com/products/planhat/reviews) — 4.5/5 stars (926 reviews)
- [HubSpot Data Hub](https://www.g2.com/products/hubspot-data-hub/reviews) — 4.5/5 stars (576 reviews)
- [ZoomInfo Operations](https://www.g2.com/products/zoominfo-operations/reviews) — 0.0/5 stars (0 reviews)
- [Anomalo](https://www.g2.com/products/anomalo/reviews) — 4.4/5 stars (41 reviews)
- [DemandTools](https://www.g2.com/products/demandtools/reviews) — 4.6/5 stars (284 reviews)
- [Metaplane](https://www.g2.com/products/metaplane/reviews) — 4.8/5 stars (116 reviews)

### Alternatives to Great Expectations

- [Monte Carlo](https://www.g2.com/products/monte-carlo/reviews) — 4.3/5 stars (522 reviews)
- [Demandbase One](https://www.g2.com/products/demandbase-one/reviews) — 4.4/5 stars (1947 reviews)
- [Planhat](https://www.g2.com/products/planhat/reviews) — 4.5/5 stars (926 reviews)
- [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (798 reviews)
- [HubSpot Data Hub](https://www.g2.com/products/hubspot-data-hub/reviews) — 4.5/5 stars (576 reviews)
- [ZoomInfo Operations](https://www.g2.com/products/zoominfo-operations/reviews) — 0.0/5 stars (0 reviews)
- [DemandTools](https://www.g2.com/products/demandtools/reviews) — 4.6/5 stars (284 reviews)
- [Mezmo](https://www.g2.com/products/mezmo/reviews) — 4.6/5 stars (224 reviews)
- [dbt](https://www.g2.com/products/dbt/reviews) — 4.7/5 stars (206 reviews)
- [Integrate.io](https://www.g2.com/products/integrate-io/reviews) — 4.3/5 stars (212 reviews)

---
## Top Discussions

### IBM Databand

No discussions available for this product.

### Soda

No discussions available for this product.

### Great Expectations

No discussions available for this product.

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/ibm-databand-vs-soda-vs-great-expectations)