# Heap, Snowplow vs Mixpanel Comparison

| | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **Star Rating** | 4.4 out of 5 | 4.6 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 1,097 | 31 | 1,288 | 
| **Largest Market Segment** | Mid-Market (54.1% of reviews) | Mid-Market (50.0% of reviews) | Small-Business (52.7% of reviews) | 
| **Entry Level Price** | Free 10000 Sessions Per Month | Contact Us Per Year | Free Per Year | 

---
## Top Pros & Cons

### Heap

Pros:
- Ease of Use (7 reviews)
- Insights (5 reviews)

Cons:
- Data Inaccuracy (4 reviews)
- Data Management Issues (3 reviews)

### Snowplow

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

Cons:
- Limited Access (1 reviews)
- Limited Accessibility (1 reviews)

### Mixpanel

Pros:
- Ease of Use (96 reviews)
- Insights (81 reviews)

Cons:
- Learning Curve (37 reviews)
- Steep Learning Curve (37 reviews)

---
## Ratings Comparison
| Rating | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
  | **Meets Requirements** | 8.6 (857 reviews) | 9.2 (28 reviews) | 8.8 (979 reviews) | 
  | **Ease of Use** | 8.1 (867 reviews) | 8.1 (28 reviews) | 8.5 (990 reviews) | 
  | **Ease of Setup** | 8.5 (315 reviews) | 6.4 (18 reviews) | 8.1 (453 reviews) | 
  | **Ease of Admin** | 8.6 (317 reviews) | 7.5 (19 reviews) | 8.6 (369 reviews) | 
  | **Quality of Support** | 8.7 (680 reviews) | 8.9 (25 reviews) | 8.4 (755 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.8 (299 reviews) | 9.0 (16 reviews) | 8.8 (337 reviews) | 
  | **Product Direction (% positive)** | 8.7 (796 reviews) | 10.0 (28 reviews) | 8.6 (898 reviews) | 

---
## Pricing

### Heap

#### Entry-Level Pricing

Plan: Free

Price: Free 10000 Sessions Per Month

Description: Find product-market fit

Key Features:
- Up to 10K monthly sessions
- Core analytics charts
- Unlimited enrichment sources

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

#### Free Trial

Yes

### Snowplow

#### Entry-Level Pricing

Plan: Cloud BDP

Price: Contact Us Per Year

Description: BDP Cloud is designed to help teams begin their journey with behavioral data. Access Snowplow’s Industry leading Behavioral Data Platform with your pipeline is hosted and managed by Snowplow. BDP Cloud offers entry level pricing to help you realize the power of Behaviour data.

Key Features:
- Access to Snowplow’s leading Behavioural Data Platform
- Securely share, manage, and evolve data from the console and APIs
- Up to 80 million events a month 

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

#### Free Trial

Yes

### Mixpanel

#### Entry-Level Pricing

Plan: Free

Price: Free Per Year

Description: Essentials to find product-market fit

Key Features:
- 1M events / month
- All core report types for user journey analysis
- Templates to get started quickly

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

#### Free Trial

Yes

---
## Features Comparison By Category

### Digital Analytics

| Product | Score | Reviews |
|---|---|---|
| **Heap** | 8.3/10 | 564 |
| **Snowplow** | N/A | N/A |
| **Mixpanel** | 8.3/10 | 466 |

#### Metrics

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **Sessions - Digital Analytics** | 8.6 (397 reviews) | Not enough data | 8.8 (271 reviews) | 
| **Engagement** | 8.4 (365 reviews) | Not enough data | 8.8 (340 reviews) | 
| **Entry and Exit Pages** | 8.3 (327 reviews) | Not enough data | 8.2 (294 reviews) | 
| **Standard Event Tracking** | 9.0 (398 reviews) | Not enough data | 8.9 (353 reviews) | 
| **Custom Event Tracking** | 8.8 (391 reviews) | Not enough data | 8.9 (350 reviews) | 
| **Retention** | 8.0 (305 reviews) | Not enough data | 8.5 (316 reviews) | 
| **Return** | 8.1 (279 reviews) | Not enough data | 8.4 (289 reviews) | 
| **Conversions** | 8.7 (347 reviews) | Not enough data | 8.8 (318 reviews) | 
| **Funnels** | 8.7 (368 reviews) | Not enough data | 8.9 (341 reviews) | 

#### Reporting

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **Real-Time Reporting** | 8.6 (365 reviews) | Not enough data | 8.7 (310 reviews) | 
| **Trending** | 8.0 (293 reviews) | Not enough data | 8.6 (291 reviews) | 
| **Retroactive Reporting** | 8.7 (330 reviews) | Not enough data | 8.4 (213 reviews) | 
| **Segmentation** | 8.3 (358 reviews) | Not enough data | 8.7 (332 reviews) | 
| **Mobile Reporting** | 8.2 (205 reviews) | Not enough data | 8.3 (239 reviews) | 
| **Unification Across Devices** | 8.4 (225 reviews) | Not enough data | 8.2 (243 reviews) | 
| **Custom Reports and Dashboards** | 8.3 (375 reviews) | Not enough data | 8.6 (333 reviews) | 

#### Other

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **User Data** | 8.4 (339 reviews) | Not enough data | 8.7 (329 reviews) | 
| **Site Search Reporting** | 8.0 (185 reviews) | Not enough data | 8.2 (182 reviews) | 
| **Load Time Monitoring** | 7.6 (192 reviews) | Not enough data | 8.0 (174 reviews) | 
| **Campaign Tracking** | 8.2 (214 reviews) | Not enough data | 8.3 (232 reviews) | 
| **E-Commerce** | 8.1 (149 reviews) | Not enough data | 8.1 (180 reviews) | 
| **Promotional Messages** | 8.0 (45 reviews) | Not enough data | 7.9 (174 reviews) | 
| **Administration Alerts** | 7.9 (47 reviews) | Not enough data | 8.0 (185 reviews) | 

#### Agentic AI - Digital Analytics

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 7.1 (18 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 7.4 (19 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 7.4 (17 reviews) | 
| **Decision Making** | Not enough data | Not enough data | 7.7 (20 reviews) | 

#### Administration

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **API / Integrations** | 8.4 (274 reviews) | Not enough data | 8.5 (277 reviews) | 
| **QA Testing** | 8.6 (99 reviews) | Not enough data | 8.3 (245 reviews) | 
| **Performance and Reliability** | 8.6 (412 reviews) | Not enough data | 8.7 (341 reviews) | 
| **User, Role, and Access Management** | 8.7 (388 reviews) | Not enough data | 8.8 (286 reviews) | 

### Mobile App Analytics

| Product | Score | Reviews |
|---|---|---|
| **Heap** | 8.3/10 | 118 |
| **Snowplow** | N/A | N/A |
| **Mixpanel** | 8.7/10 | 341 |

#### User Identification

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **Demographics** | 8.1 (41 reviews) | Not enough data | 8.3 (256 reviews) | 
| **User Segmentation** | 8.6 (94 reviews) | Not enough data | 8.8 (276 reviews) | 
| **Geolocation** | 8.5 (68 reviews) | Not enough data | 8.4 (265 reviews) | 

#### Tracking & Reporting

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **Custom Event Tracking** | 8.6 (102 reviews) | Not enough data | 9.2 (300 reviews) | 
| **Real-Time Insights** | 8.4 (93 reviews) | Not enough data | 8.8 (289 reviews) | 
| **Attribution** | 8.1 (80 reviews) | Not enough data | 8.3 (243 reviews) | 
| **Dashboard** | 8.1 (97 reviews) | Not enough data | 8.9 (304 reviews) | 
| **User Path Tracking** | 8.2 (96 reviews) | Not enough data | 8.5 (250 reviews) | 
| **User Activity History** | 8.4 (90 reviews) | Not enough data | 8.9 (292 reviews) | 

#### Metrics

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **Engagement** | 8.3 (65 reviews) | Not enough data | 9.0 (256 reviews) | 
| **Exit Tracking** | 7.9 (51 reviews) | Not enough data | 8.3 (213 reviews) | 
| **Retention** | 8.0 (56 reviews) | Not enough data | 8.7 (245 reviews) | 
| **Return** | 8.2 (57 reviews) | Not enough data | 8.7 (217 reviews) | 
| **Conversions** | 8.4 (68 reviews) | Not enough data | 9.0 (237 reviews) | 

### Session Replay

| Product | Score | Reviews |
|---|---|---|
| **Heap** | 9.1/10 | 85 |
| **Snowplow** | N/A | N/A |
| **Mixpanel** | N/A | N/A |

#### User Behavior

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **Click Tracking** | 9.4 (83 reviews) | Not enough data | Not enough data | 
| **Mouse Movement ** | 9.0 (73 reviews) | Not enough data | Not enough data | 
| **Frustration Tracking** | 9.0 (69 reviews) | Not enough data | Not enough data | 

#### A/B Testing 

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **Error and Bug Tracking** | 9.1 (52 reviews) | Not enough data | Not enough data | 
| **Split URL Testing** | 8.9 (24 reviews) | Not enough data | Not enough data | 
| **Data Analysis** | 9.3 (61 reviews) | Not enough data | Not enough data | 
| **Notes** | 9.3 (44 reviews) | Not enough data | Not enough data | 

#### Visitor Information

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **User Identification** | 9.3 (66 reviews) | Not enough data | Not enough data | 
| **Search Box** | 8.9 (61 reviews) | Not enough data | Not enough data | 

#### Agentic AI - Session Replay

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 

### Product Analytics

| Product | Score | Reviews |
|---|---|---|
| **Heap** | 8.3/10 | 413 |
| **Snowplow** | N/A | N/A |
| **Mixpanel** | 7.7/10 | 563 |

#### Product Analytics

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **Account-Level Analytics** | 8.3 (299 reviews) | Not enough data | 8.6 (411 reviews) | 
| **User-Level Analytics** | 8.7 (358 reviews) | Not enough data | 8.9 (510 reviews) | 
| **Segmentation** | 8.5 (326 reviews) | Not enough data | 8.6 (455 reviews) | 
| **Funnels** | 8.7 (351 reviews) | Not enough data | 8.8 (498 reviews) | 
| **Alerts** | 7.9 (104 reviews) | Not enough data | 7.4 (333 reviews) | 
| **Multi-Product Analytics** | 8.4 (222 reviews) | Not enough data | 8.3 (368 reviews) | 
| **User Scoring** | 7.8 (91 reviews) | Not enough data | 7.5 (304 reviews) | 
| **Integrations** | 8.3 (254 reviews) | Not enough data | 7.8 (362 reviews) | 

#### Agentic AI - Product Analytics

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 5.2 (75 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 6.3 (76 reviews) | 
| **Adaptive Learning** | Not enough data | Not enough data | 5.8 (73 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 5.8 (74 reviews) | 

#### Behavioral Analytics - Product Analytics

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **Multi-Product Analytics** | Not enough data | Not enough data | Not enough data | 
| **User level Analytics** | Not enough data | Not enough data | Not enough data | 
| **Account level Analytics** | Not enough data | Not enough data | Not enough data | 
| **Segmentation** | Not enough data | Not enough data | 10.0 (5 reviews) | 
| **Funnels** | Not enough data | Not enough data | 9.4 (9 reviews) | 

#### Platform Infrastructure - Product Analytics

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **Cross System integrations** | Not enough data | Not enough data | Not enough data | 
| **Alerts** | Not enough data | Not enough data | Not enough data | 
| **Integrations** | Not enough data | Not enough data | 7.7 (5 reviews) | 

#### AI driven optimization - Product Analytics

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **User scoring** | Not enough data | Not enough data | Not enough data | 
| **Adaptive learning** | Not enough data | Not enough data | Not enough data | 
| **Automated insights** | Not enough data | Not enough data | Not enough data | 
| **Autonomous task execution** | Not enough data | Not enough data | Not enough data | 

### Data Governance

| Product | Score | Reviews |
|---|---|---|
| **Heap** | N/A | N/A |
| **Snowplow** | N/A | N/A |
| **Mixpanel** | N/A | N/A |

#### Administration

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **Data Modelling** | Not enough data | Not enough data | Not enough data | 
| **Recommendations** | Not enough data | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | Not enough data | 
| **Dashboards and Visualizations** | Not enough data | Not enough data | Not enough data | 

#### Management

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **Business Glossary** | Not enough data | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | Not enough data | 
| **Data Profililng** | Not enough data | Not enough data | Not enough data | 
| **Reporting and Visualization** | Not enough data | Not enough data | Not enough data | 
| **Data Lineage** | Not enough data | Not enough data | Not enough data | 

#### Compliance

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **Sensitive Data Compliance** | Not enough data | Not enough data | Not enough data | 
| **Training and Guidelines** | Not enough data | Not enough data | Not enough data | 
| **Policy Enforcement** | Not enough data | Not enough data | Not enough data | 
| **Compliance Monitoring** | Not enough data | Not enough data | Not enough data | 

#### Security

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **Access Control** | Not enough data | Not enough data | Not enough data | 
| **Roles Management** | Not enough data | Not enough data | Not enough data | 
| **Compliance Management** | Not enough data | Not enough data | Not enough data | 

#### Data Quality

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **Data Preparation** | Not enough data | Not enough data | Not enough data | 
| **Data Distribution** | Not enough data | Not enough data | Not enough data | 
| **Data Unification** | Not enough data | Not enough data | Not enough data | 

#### Maintainence

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **Data Quality Management** | Not enough data | Not enough data | Not enough data | 
| **Policy Management** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Data Governance

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **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 | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### E-Commerce Analytics

| Product | Score | Reviews |
|---|---|---|
| **Heap** | 8.2/10 | 95 |
| **Snowplow** | N/A | N/A |
| **Mixpanel** | 8.5/10 | 120 |

#### Analytics

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **Reports** | 8.6 (85 reviews) | Not enough data | 9.3 (110 reviews) | 
| **Dashboard** | 8.4 (87 reviews) | Not enough data | 8.9 (112 reviews) | 
| **Web Analytics** | 8.6 (83 reviews) | Not enough data | 9.0 (99 reviews) | 
| **Campaign Tracking** | 8.2 (69 reviews) | Not enough data | 8.8 (89 reviews) | 
| **Customer Demographics** | 7.8 (72 reviews) | Not enough data | 8.7 (94 reviews) | 
| **Predictive Analytics** | 7.3 (49 reviews) | Not enough data | Feature Not Available | 

#### Administration

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **Data Storage** | 8.1 (69 reviews) | Not enough data | 8.7 (83 reviews) | 
| **A/B Testing** | 8.2 (50 reviews) | Not enough data | 8.3 (84 reviews) | 
| **Integrations** | 8.5 (65 reviews) | Not enough data | 8.7 (88 reviews) | 

#### Generative AI

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 6.9 (13 reviews) | 

#### Agentic AI - E-Commerce Analytics

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 7.5 (6 reviews) | 
| **Adaptive Learning** | 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 | 

### Customer Journey Analytics

| Product | Score | Reviews |
|---|---|---|
| **Heap** | 8.9/10 | 36 |
| **Snowplow** | N/A | N/A |
| **Mixpanel** | N/A | N/A |

#### Platform Basics

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **Dynamic Segmentation** | 9.2 (30 reviews) | Not enough data | Not enough data | 
| **Journey Optimization** | 9.2 (31 reviews) | Not enough data | Not enough data | 

#### Platform Data

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **Journey Reporting** | 9.1 (32 reviews) | Not enough data | Not enough data | 
| **Trends Reporting** | 8.7 (34 reviews) | Not enough data | Not enough data | 
| **Dashboards** | 9.2 (33 reviews) | Not enough data | Not enough data | 
| **Advanced Data Filtering** | 8.9 (33 reviews) | Not enough data | Not enough data | 

#### Platform Additional Functionality

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **Journey Mapping** | 9.2 (33 reviews) | Not enough data | Not enough data | 
| **Integrations** | 8.9 (31 reviews) | Not enough data | Not enough data | 
| **Automated Alerts** | 7.9 (15 reviews) | Not enough data | Not enough data | 

#### Agentic AI - Customer Journey Analytics

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **Autonomous Task Execution** | 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 | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 

### Enterprise Feedback Management

| Product | Score | Reviews |
|---|---|---|
| **Heap** | 9.2/10 | 32 |
| **Snowplow** | N/A | N/A |
| **Mixpanel** | N/A | N/A |

#### Generative AI

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

#### Survey Management

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **Brand Design Consistency** | 8.7 (18 reviews) | Not enough data | Not enough data | 
| **Survey Deployment** | 9.1 (23 reviews) | Not enough data | Not enough data | 
| **Feedback Collection** | 9.0 (26 reviews) | Not enough data | Not enough data | 
| **Device Responsiveness** | 9.3 (25 reviews) | Not enough data | Not enough data | 

#### Process Management

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **Feedback Aggregation** | 9.1 (23 reviews) | Not enough data | Not enough data | 
| **Trigger Alerts** | 9.1 (23 reviews) | Not enough data | Not enough data | 
| **Real-Time Analysis** | 9.4 (26 reviews) | Not enough data | Not enough data | 
| **Real-Time Action** | 9.3 (25 reviews) | Not enough data | Not enough data | 

#### System Management

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **Security** | 9.4 (20 reviews) | Not enough data | Not enough data | 
| **System Monitoring** | 9.3 (14 reviews) | Not enough data | Not enough data | 

### Big Data Processing and Distribution

| Product | Score | Reviews |
|---|---|---|
| **Heap** | N/A | N/A |
| **Snowplow** | 9.0/10 | 17 |
| **Mixpanel** | N/A | N/A |

#### Database

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **Real-Time Data Collection** | Not enough data | 9.0 (17 reviews) | Not enough data | 
| **Data Distribution** | Not enough data | 8.8 (13 reviews) | Not enough data | 
| **Data Lake** | Not enough data | 8.3 (12 reviews) | Not enough data | 

#### Integrations

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **Hadoop Integration** | Not enough data | 9.7 (5 reviews) | Not enough data | 
| **Spark Integration** | Not enough data | 8.8 (7 reviews) | Not enough data | 

#### Platform

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **Machine Scaling** | Not enough data | 9.0 (12 reviews) | Not enough data | 
| **Data Preparation** | Not enough data | 8.9 (12 reviews) | Not enough data | 
| **Spark Integration** | Not enough data | 8.8 (7 reviews) | Not enough data | 

#### Processing

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **Cloud Processing** | Not enough data | 9.2 (15 reviews) | Not enough data | 
| **Workload Processing** | Not enough data | 9.0 (16 reviews) | Not enough data | 

### Mobile Analytics

| Product | Score | Reviews |
|---|---|---|
| **Heap** | 8.2/10 | 78 |
| **Snowplow** | N/A | N/A |
| **Mixpanel** | 8.7/10 | 277 |

#### Metrics

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **Engagement** | 8.3 (65 reviews) | Not enough data | 9.0 (256 reviews) | 
| **Exit Tracking** | 7.9 (51 reviews) | Not enough data | 8.3 (213 reviews) | 
| **Retention** | 8.0 (56 reviews) | Not enough data | 8.7 (245 reviews) | 
| **Return** | 8.2 (57 reviews) | Not enough data | 8.7 (217 reviews) | 
| **Conversions** | 8.4 (68 reviews) | Not enough data | 9.0 (237 reviews) | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Heap** | N/A | N/A |
| **Snowplow** | N/A | N/A |
| **Mixpanel** | N/A | N/A |

#### Building Reports

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | Not enough data | 
| **WYSIWYG Report Design** | Not enough data | Not enough data | Not enough data | 
| **Integration APIs** | Not enough data | Not enough data | Not enough data | 

#### Platform

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | Not enough data | 
| **Customization ** | Not enough data | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | Not enough data | 
| **Sandbox / Test Environments** | Not enough data | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | Not enough data | Not enough data | 

### Mobile App Optimization

| Product | Score | Reviews |
|---|---|---|
| **Heap** | 8.4/10 | 80 |
| **Snowplow** | N/A | N/A |
| **Mixpanel** | N/A | N/A |

#### Variation Testing

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **A/B Testing** | 8.5 (37 reviews) | Not enough data | Not enough data | 
| **WYSIWYG Editor** | Feature Not Available | Not enough data | Not enough data | 
| **Conversion Goal** | 8.7 (45 reviews) | Not enough data | Not enough data | 
| **Percentage of Traffic** | 8.6 (45 reviews) | Not enough data | Not enough data | 
| **Confidence Level** | 8.3 (43 reviews) | Not enough data | Not enough data | 
| **Multivariant Testing** | 8.2 (29 reviews) | Not enough data | Not enough data | 

#### Reporting

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **Segmentation** | 8.4 (64 reviews) | Not enough data | Not enough data | 
| **Reports and Dashboards** | 8.2 (65 reviews) | Not enough data | Not enough data | 

#### Personalization

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **Standard Targeting** | Feature Not Available | Not enough data | Not enough data | 
| **Custom Targeting** | Feature Not Available | Not enough data | Not enough data | 
| **Data Segmentation** | 8.3 (38 reviews) | Not enough data | Not enough data | 

#### Administration

| Feature | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **API / Integrations** | 8.1 (52 reviews) | Not enough data | Not enough data | 
| **QA Testing** | 7.8 (15 reviews) | Not enough data | Not enough data | 
| **Performance and Reliability** | 8.5 (62 reviews) | Not enough data | Not enough data | 
| **User, Role, and Access Management** | 8.9 (63 reviews) | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (2):** [Product Analytics Software](https://www.g2.com/categories/product-analytics), [Digital Analytics Software](https://www.g2.com/categories/digital-analytics)

**Unique to Heap (6):** [E-Commerce Analytics Software](https://www.g2.com/categories/e-commerce-analytics), [Session Replay Software](https://www.g2.com/categories/session-replay), [Mobile App Analytics Tools](https://www.g2.com/categories/mobile-app-analytics), [Mobile App Optimization Software](https://www.g2.com/categories/mobile-app-optimization), [Enterprise Feedback Management Software](https://www.g2.com/categories/enterprise-feedback-management), [Customer Journey Analytics Software](https://www.g2.com/categories/customer-journey-analytics)

**Unique to Snowplow (2):** [Big Data Processing And Distribution Systems](https://www.g2.com/categories/big-data-processing-and-distribution), [Data Governance Tools](https://www.g2.com/categories/data-governance-tools)

**Unique to Mixpanel (2):** [E-Commerce Analytics Software](https://www.g2.com/categories/e-commerce-analytics), [Mobile App Analytics Tools](https://www.g2.com/categories/mobile-app-analytics)


---
## Reviewer Demographics

### By Company Size

| Segment | Heap | Snowplow | Mixpanel | 
|---|---|---|---|
| **Small-Business** | 34.6% | 33.3% | 52.7% | 
| **Mid-Market** | 54.1% | 50.0% | 37.5% | 
| **Enterprise** | 11.3% | 16.7% | 9.8% | 

### By Industry

#### Heap

- **Computer Software:** 16.5%
- **Information Technology and Services:** 12.1%
- **Financial Services:** 9.0%
- **Marketing and Advertising:** 7.6%
- **Internet:** 5.4%
- **Retail:** 4.8%
- **Real Estate:** 3.6%
- **Automotive:** 3.2%
- **Insurance:** 2.3%
- **Leisure, Travel & Tourism:** 2.2%
- **Other:** 33.1%

#### Snowplow

- **Computer Software:** 16.7%
- **Retail:** 10.0%
- **Marketing and Advertising:** 10.0%
- **Information Technology and Services:** 10.0%
- **Financial Services:** 10.0%
- **Higher Education:** 6.7%
- **Health, Wellness and Fitness:** 6.7%
- **Automotive:** 6.7%
- **Transportation/Trucking/Railroad:** 3.3%
- **Online Media:** 3.3%
- **Other:** 16.7%

#### Mixpanel

- **Computer Software:** 25.3%
- **Information Technology and Services:** 11.5%
- **Financial Services:** 9.5%
- **Internet:** 6.5%
- **Health, Wellness and Fitness:** 5.1%
- **Marketing and Advertising:** 4.4%
- **Retail:** 2.8%
- **Consumer Goods:** 2.1%
- **Education Management:** 2.0%
- **Hospital & Health Care:** 1.8%
- **Other:** 28.9%

---
## Alternatives

### Alternatives to Heap

- [Glassbox](https://www.g2.com/products/glassbox/reviews) — 4.9/5 stars (809 reviews)
- [Fullstory](https://www.g2.com/products/fullstory/reviews) — 4.5/5 stars (1048 reviews)
- [Smartlook](https://www.g2.com/products/smartlook/reviews) — 4.6/5 stars (874 reviews)
- [LogRocket](https://www.g2.com/products/logrocket/reviews) — 4.6/5 stars (2350 reviews)
- [Pendo](https://www.g2.com/products/pendo-io-pendo/reviews) — 4.4/5 stars (1762 reviews)
- [Kissmetrics](https://www.g2.com/products/kissmetrics/reviews) — 4.1/5 stars (168 reviews)
- [Appier AIRIS (formerly Woopra)](https://www.g2.com/products/appier-airis-formerly-woopra/reviews) — 4.4/5 stars (207 reviews)
- [Amplitude Analytics](https://www.g2.com/products/amplitude-analytics/reviews) — 4.5/5 stars (2871 reviews)
- [Mouseflow](https://www.g2.com/products/mouseflow/reviews) — 4.6/5 stars (690 reviews)
- [Google Analytics](https://www.g2.com/products/google-analytics/reviews) — 4.5/5 stars (6820 reviews)

### Alternatives to Snowplow

- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (736 reviews)
- [Amplitude Analytics](https://www.g2.com/products/amplitude-analytics/reviews) — 4.5/5 stars (2871 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (771 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1236 reviews)
- [Google Analytics](https://www.g2.com/products/google-analytics/reviews) — 4.5/5 stars (6820 reviews)
- [PostHog](https://www.g2.com/products/posthog/reviews) — 4.5/5 stars (1048 reviews)
- [Fullstory](https://www.g2.com/products/fullstory/reviews) — 4.5/5 stars (1048 reviews)
- [Twilio Segment](https://www.g2.com/products/twilio-segment/reviews) — 4.5/5 stars (565 reviews)
- [Tealium Customer Data Hub](https://www.g2.com/products/tealium-customer-data-hub/reviews) — 4.3/5 stars (474 reviews)
- [Adobe Analytics](https://www.g2.com/products/adobe-analytics/reviews) — 4.2/5 stars (1214 reviews)

### Alternatives to Mixpanel

- [Fullstory](https://www.g2.com/products/fullstory/reviews) — 4.5/5 stars (1048 reviews)
- [Glassbox](https://www.g2.com/products/glassbox/reviews) — 4.9/5 stars (809 reviews)
- [Kissmetrics](https://www.g2.com/products/kissmetrics/reviews) — 4.1/5 stars (168 reviews)
- [Amplitude Analytics](https://www.g2.com/products/amplitude-analytics/reviews) — 4.5/5 stars (2871 reviews)
- [Pendo](https://www.g2.com/products/pendo-io-pendo/reviews) — 4.4/5 stars (1762 reviews)
- [Smartlook](https://www.g2.com/products/smartlook/reviews) — 4.6/5 stars (874 reviews)
- [Contentsquare](https://www.g2.com/products/contentsquare/reviews) — 4.6/5 stars (629 reviews)
- [Hotjar](https://www.g2.com/products/hotjar/reviews) — 4.3/5 stars (342 reviews)
- [Countly](https://www.g2.com/products/countly/reviews) — 4.1/5 stars (20 reviews)
- [Appier AIRIS (formerly Woopra)](https://www.g2.com/products/appier-airis-formerly-woopra/reviews) — 4.4/5 stars (207 reviews)

---
## Top Discussions

### Heap

- Title: [What is the best visualization I can use to track the conversion rate from free trial to paid subscription?](https://www.g2.com/discussions/52214-what-is-the-best-visualization-i-can-use-to-track-the-conversion-rate-from-free-trial-to-paid-subscription) — 1 comment, 1 upvote
  > **Top comment:** "You can Integrate CRM's into Heap for a simplistic view but it relies on identifiers to merge correctly.

The ideal way to do this is to centralize Heap..."
- Title: [How do I know the numbers I'm getting are correct](https://www.g2.com/discussions/34118-how-do-i-know-the-numbers-i-m-getting-are-correct) — 1 comment
  > **Top comment:** "When I am not sure about some number I use to test the event tracking my own session, in the event visualizer you can click debug in Live view it will show..."
- Title: [Do you know of other platforms that provide automatic and retroactive event tracking?](https://www.g2.com/discussions/33720-do-you-know-of-other-platforms-that-provide-automatic-and-retroactive-event-tracking) — 1 comment, 1 upvote
  > **Top comment:** "Pendo"
- Title: [Can Auryc track visitors across multiple sessions?](https://www.g2.com/discussions/can-auryc-track-visitors-across-multiple-sessions) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Yes, Auryc has the ability to track a single user across multiple sessions and even multiple devices.  
"
- Title: [How long can we retain the data?](https://www.g2.com/discussions/how-long-can-we-retain-the-data) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Auryc offers flexible data retention options based upon your specific data, analysis, auditing, and compliance needs.  Some Auryc clients choose to retain..."

### Snowplow

No discussions available for this product.

### Mixpanel

- Title: [Is mixpanel free?](https://www.g2.com/discussions/is-mixpanel-free) — 4 comments
  > **Top comment:** "No"
- Title: [What is Mixpanel used for?](https://www.g2.com/discussions/what-is-mixpanel-used-for) — 2 comments
  > **Top comment:** "Mixpanel is a tool that helps businesses track and understand how people use their websites, apps, or software. It collects data on user actions, like..."
- Title: [What can mixpanel do?](https://www.g2.com/discussions/what-can-mixpanel-do) — 1 comment
  > **Top comment:** "MixPanel is an event logging platform that you can use to understand how your users are engaging with your application."
- Title: [C](https://www.g2.com/discussions/mixpanel-c) — 1 comment, 1 upvote
  > **Top comment:** "C is a general-purpose computer programming language. It was created in the 1970s by Dennis Ritchie, and remains very widely used and influential."
- Title: [Can I use mixpanel with for real-time data?](https://www.g2.com/discussions/can-i-use-mixpanel-with-for-real-time-data) — 1 comment, 1 upvote
  > **Top comment:** "Yes you can"

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