# Bigeye, Great Expectations vs Anomalo Comparison

| | Bigeye | Great Expectations | Anomalo | 
|---|---|---|---|
| **Star Rating** | 4.1 out of 5 | 4.5 out of 5 | 4.4 out of 5 | 
| **Total Reviews** | 22 | 11 | 41 | 
| **Largest Market Segment** | Small-Business (54.5% of reviews) | Mid-Market (45.5% of reviews) | Enterprise (50.0% of reviews) | 
| **Entry Level Price** | Contact Us | No pricing available | Contact Us 10000 Tables Per Year | 

---
## Top Pros & Cons

### Bigeye

Pros:
- Ease of Use (1 reviews)
- Features (1 reviews)

Cons:
- Limited Features (1 reviews)
- Limited Integrations (1 reviews)

### Great Expectations

**Not enough data**

### Anomalo

**Not enough data**

---
## Ratings Comparison
| Rating | Bigeye | Great Expectations | Anomalo | 
|---|---|---|---|
  | **Meets Requirements** | 8.0 (22 reviews) | 9.2 (11 reviews) | 8.2 (36 reviews) | 
  | **Ease of Use** | 8.5 (22 reviews) | 9.1 (9 reviews) | 8.5 (36 reviews) | 
  | **Ease of Setup** | 8.1 (12 reviews) | 9.2 (6 reviews) | 9.4 (14 reviews) | 
  | **Ease of Admin** | 7.2 (12 reviews) | 8.3 (6 reviews) | 8.1 (15 reviews) | 
  | **Quality of Support** | 8.2 (20 reviews) | 8.5 (10 reviews) | 9.0 (35 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.3 (12 reviews) | 8.6 (6 reviews) | 8.9 (15 reviews) | 
  | **Product Direction (% positive)** | 7.8 (21 reviews) | 10.0 (10 reviews) | 8.8 (29 reviews) | 

---
## Pricing

### Bigeye

#### Entry-Level Pricing

Plan: Enterprise Starter

Price: Contact Us

Key Features:
- End-to-end lineage
- Cloud, on prem, and hybrid support
- Cross-source columnar mapping

[Learn more about Bigeye](https://www.g2.com/products/bigeye/reviews)

#### Free Trial

No

### Great Expectations

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### Anomalo

#### Entry-Level Pricing

Plan: Custom

Price: Contact Us 10000 Tables Per Year

Description: Free pilot. Secure In-VPC deployment. Contact us to get started.

Key Features:
- Automated data monitoring
- Simple installation
- Visualizations for reporting and explainability

[Learn more about Anomalo](https://www.g2.com/products/anomalo/reviews)

#### Free Trial

Yes

---
## Features Comparison By Category

### Database Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Bigeye** | N/A | N/A |
| **Great Expectations** | N/A | N/A |
| **Anomalo** | 7.3/10 | 8 |

#### Functionality

| Feature | Bigeye | Great Expectations | Anomalo | 
|---|---|---|---|
| **Monitoring** | Not enough data | Not enough data | 8.1 (7 reviews) | 
| **Alerting** | Not enough data | Not enough data | 7.9 (7 reviews) | 
| **Logging** | Not enough data | Not enough data | 6.0 (5 reviews) | 
| **Response Time** | Not enough data | Not enough data | 6.9 (6 reviews) | 
| **Reporting** | Not enough data | Not enough data | 7.2 (6 reviews) | 
| **Data Visualization** | Not enough data | Not enough data | 7.9 (7 reviews) | 

#### Agentic AI - Database Monitoring

| Feature | Bigeye | Great Expectations | Anomalo | 
|---|---|---|---|
| **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 | 
| **Adaptive Learning** | 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 | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### DataOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Bigeye** | 9.0/10 | 5 |
| **Great Expectations** | N/A | N/A |
| **Anomalo** | N/A | N/A |

#### Data Management

| Feature | Bigeye | Great Expectations | Anomalo | 
|---|---|---|---|
| **Data Integration** | 8.3 (5 reviews) | Not enough data | Not enough data | 
| **Metadata** | 8.3 (5 reviews) | Not enough data | Not enough data | 
| **Self-service** | 8.7 (5 reviews) | Not enough data | Not enough data | 
| **Automated workflows** | 9.3 (5 reviews) | Not enough data | Not enough data | 

#### Agentic AI - DataOps Platforms

| Feature | Bigeye | Great Expectations | Anomalo | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Feature Not Available | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Feature Not Available | Not enough data | Not enough data | 

#### Analytics

| Feature | Bigeye | Great Expectations | Anomalo | 
|---|---|---|---|
| **Analytics capabilities** | 9.0 (5 reviews) | Not enough data | Not enough data | 
| **Dasboard visualizations** | 9.7 (5 reviews) | Not enough data | Not enough data | 

#### Monitoring and Management

| Feature | Bigeye | Great Expectations | Anomalo | 
|---|---|---|---|
| **Data Observability** | 9.3 (5 reviews) | Not enough data | Not enough data | 
| **Testing capabilities** | Not enough data | Not enough data | Not enough data | 

#### Cloud Deployment

| Feature | Bigeye | Great Expectations | Anomalo | 
|---|---|---|---|
| **Hybrid cloud support** | 9.0 (5 reviews) | Not enough data | Not enough data | 
| **Cloud migration capabilities** | 9.0 (5 reviews) | Not enough data | Not enough data | 

#### Generative AI

| Feature | Bigeye | Great Expectations | Anomalo | 
|---|---|---|---|
| **AI Text Generation** | Feature Not Available | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

### Data Observability

| Product | Score | Reviews |
|---|---|---|
| **Bigeye** | 7.8/10 | 19 |
| **Great Expectations** | 8.8/10 | 11 |
| **Anomalo** | 8.4/10 | 7 |

#### Functionality

| Feature | Bigeye | Great Expectations | Anomalo | 
|---|---|---|---|
| **Real-time Analytics** | 8.2 (19 reviews) | 9.4 (8 reviews) | Not enough data | 
| **Data quality monitoring** | 9.0 (19 reviews) | 8.8 (11 reviews) | 9.4 (6 reviews) | 
| **Automation** | 8.1 (18 reviews) | 8.8 (11 reviews) | 7.8 (6 reviews) | 
| **End to End visiblity** | 7.8 (18 reviews) | 8.9 (9 reviews) | 8.7 (5 reviews) | 

#### Management

| Feature | Bigeye | Great Expectations | Anomalo | 
|---|---|---|---|
| **Anomaly identification** | 8.2 (19 reviews) | 8.3 (10 reviews) | 9.3 (7 reviews) | 
| **Single pane view** | 7.6 (18 reviews) | 8.9 (9 reviews) | 8.0 (5 reviews) | 
| **Real-time alerts** | 7.9 (18 reviews) | 8.5 (8 reviews) | 8.6 (6 reviews) | 
| **Data lineage** | 7.2 (18 reviews) | 8.7 (9 reviews) | Not enough data | 
| **Integrations** | 8.4 (18 reviews) | 8.6 (11 reviews) | 7.1 (7 reviews) | 

#### Generative AI

| Feature | Bigeye | Great Expectations | Anomalo | 
|---|---|---|---|
| **AI Text Generation** | 5.8 (6 reviews) | Not enough data | Not enough data | 

#### Agentic AI - Data Observability

| Feature | Bigeye | Great Expectations | Anomalo | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Feature Not Available | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Feature Not Available | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 

### Agentic Analytics

| Product | Score | Reviews |
|---|---|---|
| **Bigeye** | N/A | N/A |
| **Great Expectations** | N/A | N/A |
| **Anomalo** | N/A | N/A |

#### Data Connectivity and Prep - Agentic Analytics

| Feature | Bigeye | Great Expectations | Anomalo | 
|---|---|---|---|
| **Data Source Connectivity** | Not enough data | Not enough data | Not enough data | 
| **Automated Data Preparation** | Not enough data | Not enough data | Not enough data | 

#### Autonomous Insight Generation - Agentic Analytics

| Feature | Bigeye | Great Expectations | Anomalo | 
|---|---|---|---|
| **Continuous Pattern Detection** | Not enough data | Not enough data | Not enough data | 
| **Multi‑Step Reasoning** | Not enough data | Not enough data | Not enough data | 
| **Predictive & Prescriptive Analytics** | Not enough data | Not enough data | Not enough data | 

#### Interaction and Workflow - Agentic Analytics

| Feature | Bigeye | Great Expectations | Anomalo | 
|---|---|---|---|
| **Natural Language Query and Conversational Analytics** | Not enough data | Not enough data | Not enough data | 
| **Action Triggering & Workflow Orchestration** | Not enough data | Not enough data | Not enough data | 
| **Explainability & Audit Trails** | Not enough data | Not enough data | Not enough data | 

#### AI Agent Management - Agentic Analytics

| Feature | Bigeye | Great Expectations | Anomalo | 
|---|---|---|---|
| **Agent Configuration & Goals** | Not enough data | Not enough data | Not enough data | 
| **Continuous Learning & Feedback** | Not enough data | Not enough data | Not enough data | 

### Data Quality

| Product | Score | Reviews |
|---|---|---|
| **Bigeye** | N/A | N/A |
| **Great Expectations** | N/A | N/A |
| **Anomalo** | 8.0/10 | 22 |

#### Functionality

| Feature | Bigeye | Great Expectations | Anomalo | 
|---|---|---|---|
| **Identification** | Not enough data | Not enough data | 8.7 (14 reviews) | 
| **Correction** | Not enough data | Not enough data | Feature Not Available | 
| **Normalization** | Not enough data | Not enough data | Feature Not Available | 
| **Preventative Cleaning** | Not enough data | Not enough data | 6.9 (7 reviews) | 
| **Data Matching** | Not enough data | Not enough data | 7.8 (10 reviews) | 

#### Management

| Feature | Bigeye | Great Expectations | Anomalo | 
|---|---|---|---|
| **Reporting** | Not enough data | Not enough data | 8.7 (15 reviews) | 
| **Automation** | Not enough data | Not enough data | 7.8 (18 reviews) | 
| **Quality Audits** | Not enough data | Not enough data | 8.5 (14 reviews) | 
| **Dashboard** | Not enough data | Not enough data | 8.6 (16 reviews) | 
| **Governance** | Not enough data | Not enough data | 7.4 (12 reviews) | 

#### Generative AI

| Feature | Bigeye | Great Expectations | Anomalo | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

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

**Unique to Bigeye (1):** [DataOps Platforms](https://www.g2.com/categories/dataops-platforms)

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

**Unique to Anomalo (3):** [Database Monitoring Tools](https://www.g2.com/categories/database-monitoring), [Data Quality Tools](https://www.g2.com/categories/data-quality), [Agentic Analytics Software](https://www.g2.com/categories/agentic-analytics)


---
## Reviewer Demographics

### By Company Size

| Segment | Bigeye | Great Expectations | Anomalo | 
|---|---|---|---|
| **Small-Business** | 54.5% | 36.4% | 2.5% | 
| **Mid-Market** | 27.3% | 45.5% | 47.5% | 
| **Enterprise** | 18.2% | 18.2% | 50.0% | 

### By Industry

#### Bigeye

- **Information Technology and Services:** 22.7%
- **Computer Software:** 13.6%
- **Consulting:** 4.5%
- **Sports:** 4.5%
- **Online Media:** 4.5%
- **Mental Health Care:** 4.5%
- **Management Consulting:** 4.5%
- **Logistics and Supply Chain:** 4.5%
- **Internet:** 4.5%
- **Information Services:** 4.5%
- **Other:** 27.3%

#### 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%

#### Anomalo

- **Financial Services:** 22.5%
- **Information Technology and Services:** 12.5%
- **Computer Software:** 12.5%
- **Leisure, Travel & Tourism:** 7.5%
- **Internet:** 7.5%
- **Wholesale:** 5.0%
- **Retail:** 5.0%
- **Restaurants:** 5.0%
- **Online Media:** 5.0%
- **Health, Wellness and Fitness:** 5.0%
- **Other:** 12.5%

---
## Alternatives

### Alternatives to Bigeye

- [Monte Carlo](https://www.g2.com/products/monte-carlo/reviews) — 4.3/5 stars (522 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (783 reviews)
- [Hightouch](https://www.g2.com/products/hightouch/reviews) — 4.6/5 stars (392 reviews)
- [Boost.space](https://www.g2.com/products/boost-space/reviews) — 4.6/5 stars (350 reviews)
- [Mezmo](https://www.g2.com/products/mezmo/reviews) — 4.6/5 stars (224 reviews)
- [Integrate.io](https://www.g2.com/products/integrate-io/reviews) — 4.3/5 stars (212 reviews)
- [dbt](https://www.g2.com/products/dbt/reviews) — 4.7/5 stars (206 reviews)
- [OpsPilot](https://www.g2.com/products/opspilot/reviews) — 4.8/5 stars (180 reviews)
- [Metaplane](https://www.g2.com/products/metaplane/reviews) — 4.8/5 stars (116 reviews)
- [Astro by Astronomer](https://www.g2.com/products/astro-by-astronomer/reviews) — 4.5/5 stars (136 reviews)

### Alternatives to Great Expectations

- [Soda](https://www.g2.com/products/soda/reviews) — 4.4/5 stars (55 reviews)
- [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)
- [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)

### Alternatives to Anomalo

- [Monte Carlo](https://www.g2.com/products/monte-carlo/reviews) — 4.3/5 stars (522 reviews)
- [Datadog](https://www.g2.com/products/datadog/reviews) — 4.4/5 stars (705 reviews)
- [Dynatrace](https://www.g2.com/products/dynatrace/reviews) — 4.5/5 stars (1363 reviews)
- [Planhat](https://www.g2.com/products/planhat/reviews) — 4.5/5 stars (926 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews)
- [Hex](https://www.g2.com/products/hex-tech-hex/reviews) — 4.5/5 stars (393 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3653 reviews)
- [Demandbase One](https://www.g2.com/products/demandbase-one/reviews) — 4.4/5 stars (1947 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [SolarWinds Observability](https://www.g2.com/products/solarwinds-worldwide-llc-solarwinds-observability/reviews) — 4.3/5 stars (836 reviews)

---
## Top Discussions

### Bigeye

No discussions available for this product.

### Great Expectations

No discussions available for this product.

### Anomalo

No discussions available for this product.

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