# HiveMQ, SAP Business Technology Platform, Samsara vs AWS Lambda Comparison

| | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.4 out of 5 | 4.5 out of 5 | 4.6 out of 5 | 
| **Total Reviews** | 85 | 417 | 3,967 | 1,026 | 
| **Largest Market Segment** | Small-Business (38.8% of reviews) | Enterprise (37.5% of reviews) | Mid-Market (53.0% of reviews) | Enterprise (41.7% of reviews) | 
| **Entry Level Price** | Free Trial | No pricing available | No pricing available | No pricing available | 

---
## Top Pros & Cons

### HiveMQ

Pros:
- Reliability (20 reviews)
- Features (18 reviews)

Cons:
- Expensive (17 reviews)
- Difficult Learning (9 reviews)

### SAP Business Technology Platform

Pros:
- Ease of Use (132 reviews)
- Integrations (128 reviews)

Cons:
- Learning Curve (97 reviews)
- Complexity (88 reviews)

### Samsara

Pros:
- Ease of Use (1732 reviews)
- Tracking (1122 reviews)

Cons:
- Technical Issues (433 reviews)
- Missing Features (320 reviews)

### AWS Lambda

Pros:
- Ease of Use (47 reviews)
- Scalability (35 reviews)

Cons:
- Resource Limitations (36 reviews)
- Difficult Debugging (17 reviews)

---
## Ratings Comparison
| Rating | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
  | **Meets Requirements** | 9.3 (75 reviews) | 8.8 (308 reviews) | 9.1 (3067 reviews) | 9.0 (729 reviews) | 
  | **Ease of Use** | 9.0 (75 reviews) | 8.2 (372 reviews) | 8.9 (3244 reviews) | 8.7 (737 reviews) | 
  | **Ease of Setup** | 8.8 (67 reviews) | 7.9 (246 reviews) | 8.9 (2998 reviews) | 8.6 (389 reviews) | 
  | **Ease of Admin** | 8.8 (20 reviews) | 8.0 (126 reviews) | 8.9 (1714 reviews) | 8.5 (284 reviews) | 
  | **Quality of Support** | 9.0 (73 reviews) | 8.5 (299 reviews) | 8.5 (2823 reviews) | 8.6 (668 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.3 (20 reviews) | 8.5 (125 reviews) | 9.0 (1684 reviews) | 8.9 (276 reviews) | 
  | **Product Direction (% positive)** | 9.5 (73 reviews) | 9.2 (303 reviews) | 9.2 (2987 reviews) | 9.3 (676 reviews) | 

---
## Pricing

### HiveMQ

#### Entry-Level Pricing

Plan: HiveMQ Self-Managed Editions

Price: Free Trial

Description: MQTT messaging solution that runs anywhere

Choose from: 
-Community Edition
-Starter Edition
-Professional Edition
-Enterprise Edition

Key Features:
- 24/7 Support available
- Clustering for high availability and scalability
- Essential security features

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

#### Free Trial

Yes

### SAP Business Technology Platform

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### Samsara

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### AWS Lambda

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

---
## Features Comparison By Category

### Fleet Management

| Product | Score | Reviews |
|---|---|---|
| **HiveMQ** | N/A | N/A |
| **SAP Business Technology Platform** | N/A | N/A |
| **Samsara** | 8.2/10 | 2513 |
| **AWS Lambda** | N/A | N/A |

#### Vehicle Management

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Inventory** | Not enough data | Not enough data | 8.9 (1858 reviews) | Not enough data | 
| **Fuel Management** | Not enough data | Not enough data | 8.3 (1854 reviews) | Not enough data | 
| **Maintenance** | Not enough data | Not enough data | 8.2 (1895 reviews) | Not enough data | 
| **Vehicle Tracking** | Not enough data | Not enough data | 9.5 (2234 reviews) | Not enough data | 

#### ELD Compliance

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Hours Logged** | Not enough data | Not enough data | 8.3 (1675 reviews) | Not enough data | 
| **Preventive Maintenance** | Not enough data | Not enough data | 7.9 (1602 reviews) | Not enough data | 
| **DVIR** | Not enough data | Not enough data | 8.2 (1629 reviews) | Not enough data | 
| **Offline Access** | Not enough data | Not enough data | 7.5 (1576 reviews) | Not enough data | 

#### Driver Management 

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Onboarding** | Not enough data | Not enough data | 8.2 (1793 reviews) | Not enough data | 
| **Safety** | Not enough data | Not enough data | 9.1 (2016 reviews) | Not enough data | 
| **Driver Tracking** | Not enough data | Not enough data | 9.4 (2015 reviews) | Not enough data | 
| **Driver Behavior** | Not enough data | Not enough data | 9.0 (1971 reviews) | Not enough data | 

#### Deliveries

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **ETAs** | Not enough data | Not enough data | 7.9 (1764 reviews) | Not enough data | 
| **Proof of delivery** | Not enough data | Not enough data | 7.6 (1685 reviews) | Not enough data | 
| **Route Optimization** | Not enough data | Not enough data | 7.5 (1727 reviews) | Not enough data | 

#### Dashcam

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Automatic Incident Detection** | Not enough data | Not enough data | 8.7 (1683 reviews) | Not enough data | 
| **Safety Score** | Not enough data | Not enough data | 8.7 (1666 reviews) | Not enough data | 
| **Automated Footage Upload** | Not enough data | Not enough data | 8.6 (1646 reviews) | Not enough data | 

#### Analytics

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Vehicle Performance** | Not enough data | Not enough data | 8.3 (1750 reviews) | Not enough data | 
| **Driver Performance** | Not enough data | Not enough data | 8.8 (1852 reviews) | Not enough data | 
| **Costs** | Not enough data | Not enough data | 7.8 (1728 reviews) | Not enough data | 

#### Agentic AI - Fleet Management

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Proactive Assistance** | Not enough data | Not enough data | 7.4 (691 reviews) | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 7.5 (693 reviews) | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 7.5 (588 reviews) | Not enough data | 
| **Collision Detection** | Not enough data | Not enough data | 8.3 (622 reviews) | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 7.5 (590 reviews) | Not enough data | 
| **Facial Recognition** | Not enough data | Not enough data | 7.4 (596 reviews) | Not enough data | 

#### Generative AI - Fleet Management

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Text Summarization** | Not enough data | Not enough data | 7.2 (574 reviews) | Not enough data | 

### Asset Tracking

| Product | Score | Reviews |
|---|---|---|
| **HiveMQ** | N/A | N/A |
| **SAP Business Technology Platform** | N/A | N/A |
| **Samsara** | 8.3/10 | 1162 |
| **AWS Lambda** | N/A | N/A |

#### Asset Definition

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Asset Register - Asset Tracking** | Not enough data | Not enough data | 8.7 (1008 reviews) | Not enough data | 
| **Relationships - Asset Tracking** | Not enough data | Not enough data | 8.3 (964 reviews) | Not enough data | 
| **Costs - Asset Tracking** | Not enough data | Not enough data | 7.7 (946 reviews) | Not enough data | 

#### Asset Tracking

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Location - Asset Tracking** | Not enough data | Not enough data | 9.0 (1105 reviews) | Not enough data | 
| **Status - Asset Tracking** | Not enough data | Not enough data | 8.8 (1011 reviews) | Not enough data | 
| **History - Asset Tracking** | Not enough data | Not enough data | 8.6 (999 reviews) | Not enough data | 

#### Agentic AI - Asset Tracking

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Natural Language Interaction** | Not enough data | Not enough data | 7.0 (274 reviews) | Not enough data | 

### Message Queue (MQ)

| Product | Score | Reviews |
|---|---|---|
| **HiveMQ** | 9.0/10 | 46 |
| **SAP Business Technology Platform** | N/A | N/A |
| **Samsara** | N/A | N/A |
| **AWS Lambda** | N/A | N/A |

#### Functionality

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Asynchronous Messaging** | 9.0 (34 reviews) | Not enough data | Not enough data | Not enough data | 
| **Language Support** | 9.1 (29 reviews) | Not enough data | Not enough data | Not enough data | 
| **Cloud-based Messaging** | 9.4 (30 reviews) | Not enough data | Not enough data | Not enough data | 
| **Latency** | 9.2 (37 reviews) | Not enough data | Not enough data | Not enough data | 

#### Integration

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Application Integration** | 9.5 (33 reviews) | Not enough data | Not enough data | Not enough data | 
| **Data Integration** | 9.2 (31 reviews) | Not enough data | Not enough data | Not enough data | 
| **Plugins and integrations** | 8.9 (32 reviews) | Not enough data | Not enough data | Not enough data | 

#### Management

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Policies and Controls** | 9.2 (30 reviews) | Not enough data | Not enough data | Not enough data | 
| **Security Monitoring** | 9.2 (32 reviews) | Not enough data | Not enough data | Not enough data | 
| **Activity Monitoring** | 9.2 (30 reviews) | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Message Queue (MQ)

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Autonomous Task Execution** | 8.7 (5 reviews) | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | 8.1 (6 reviews) | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | 8.6 (6 reviews) | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | 8.0 (5 reviews) | Not enough data | Not enough data | Not enough data | 

### Robotic Process Automation (RPA)

| Product | Score | Reviews |
|---|---|---|
| **HiveMQ** | N/A | N/A |
| **SAP Business Technology Platform** | 8.0/10 | 11 |
| **Samsara** | N/A | N/A |
| **AWS Lambda** | N/A | N/A |

#### Automation Building

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Visual Editor** | Not enough data | 8.5 (9 reviews) | Not enough data | Not enough data | 
| **Workflow Recording** | Not enough data | 8.3 (9 reviews) | Not enough data | Not enough data | 
| **Pre-Built Templates** | Not enough data | 8.5 (9 reviews) | Not enough data | Not enough data | 
| **Custom Automation** | Not enough data | 8.3 (9 reviews) | Not enough data | Not enough data | 
| **Collaboration** | Not enough data | 8.1 (9 reviews) | Not enough data | Not enough data | 
| **Ease of Bot Creation** | Not enough data | 8.1 (9 reviews) | Not enough data | Not enough data | 

#### Bot Management & Execution

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Bot Scheduling** | Not enough data | 7.4 (9 reviews) | Not enough data | Not enough data | 
| **Attended Automation** | Not enough data | 8.0 (9 reviews) | Not enough data | Not enough data | 
| **Unattended Automation** | Not enough data | 7.8 (9 reviews) | Not enough data | Not enough data | 
| **Bot Performance Analytics** | Not enough data | 8.0 (9 reviews) | Not enough data | Not enough data | 
| **Data and Product Security** | Not enough data | 8.5 (9 reviews) | Not enough data | Not enough data | 
| **Scalability** | Not enough data | 8.0 (9 reviews) | Not enough data | Not enough data | 

#### Intelligent Automation

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **OCR** | Not enough data | 7.8 (9 reviews) | Not enough data | Not enough data | 
| **Machine Learning** | Not enough data | 8.3 (9 reviews) | Not enough data | Not enough data | 
| **NLP** | Not enough data | 8.0 (9 reviews) | Not enough data | Not enough data | 

#### Agentic AI - Robotic Process Automation (RPA)

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 7.8 (6 reviews) | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | 8.1 (6 reviews) | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | 8.3 (6 reviews) | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | 7.8 (6 reviews) | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | 7.8 (6 reviews) | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | 7.2 (6 reviews) | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | 8.1 (6 reviews) | Not enough data | Not enough data | 

### Trucking

| Product | Score | Reviews |
|---|---|---|
| **HiveMQ** | N/A | N/A |
| **SAP Business Technology Platform** | N/A | N/A |
| **Samsara** | 7.3/10 | 551 |
| **AWS Lambda** | N/A | N/A |

#### Records Management

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Dispatch records** | Not enough data | Not enough data | 8.0 (496 reviews) | Not enough data | 
| **Truck maintenance records** | Not enough data | Not enough data | 7.9 (502 reviews) | Not enough data | 
| **Driver pay records** | Not enough data | Not enough data | 6.2 (475 reviews) | Not enough data | 
| **Mileage reports** | Not enough data | Not enough data | 8.6 (513 reviews) | Not enough data | 
| **IFTA reports** | Not enough data | Not enough data | 8.2 (498 reviews) | Not enough data | 
| **Fuel management reports** | Not enough data | Not enough data | 8.1 (494 reviews) | Not enough data | 
| **Driver analytics** | Not enough data | Not enough data | 8.4 (493 reviews) | Not enough data | 

#### Accounting

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Invoicing** | Not enough data | Not enough data | 6.2 (458 reviews) | Not enough data | 
| **Payroll** | Not enough data | Not enough data | 5.8 (451 reviews) | Not enough data | 
| **Accounts Receivable/Accounts Payable** | Not enough data | Not enough data | 5.8 (451 reviews) | Not enough data | 

#### Order Management

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Order processing** | Not enough data | Not enough data | 6.5 (446 reviews) | Not enough data | 
| **LTL orders** | Not enough data | Not enough data | 6.3 (436 reviews) | Not enough data | 

#### Routing and Dispatch

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Truck routing** | Not enough data | Not enough data | 7.4 (463 reviews) | Not enough data | 
| **Load planning & dispatch** | Not enough data | Not enough data | 7.2 (458 reviews) | Not enough data | 
| **Load tracking** | Not enough data | Not enough data | 8.1 (466 reviews) | Not enough data | 

#### Agentic AI - Trucking

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 7.2 (169 reviews) | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 7.1 (170 reviews) | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 7.4 (172 reviews) | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 7.4 (173 reviews) | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 7.3 (169 reviews) | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 7.4 (170 reviews) | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 7.4 (173 reviews) | Not enough data | 

### Fleet Maintenance

| Product | Score | Reviews |
|---|---|---|
| **HiveMQ** | N/A | N/A |
| **SAP Business Technology Platform** | N/A | N/A |
| **Samsara** | 7.8/10 | 638 |
| **AWS Lambda** | N/A | N/A |

#### Reporting

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Expense reporting** | Not enough data | Not enough data | 7.3 (581 reviews) | Not enough data | 
| **Fuel reports** | Not enough data | Not enough data | 8.0 (594 reviews) | Not enough data | 
| **Vehicle reporting** | Not enough data | Not enough data | 8.7 (607 reviews) | Not enough data | 
| **Service costs** | Not enough data | Not enough data | 7.5 (575 reviews) | Not enough data | 

#### Task Alerts

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Maintenance alerts** | Not enough data | Not enough data | 8.4 (592 reviews) | Not enough data | 
| **Mileage reminders** | Not enough data | Not enough data | 8.2 (579 reviews) | Not enough data | 
| **Notifications** | Not enough data | Not enough data | 8.4 (583 reviews) | Not enough data | 

#### Planning

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Calendar** | Not enough data | Not enough data | 7.7 (561 reviews) | Not enough data | 
| **Maintenance priority** | Not enough data | Not enough data | 7.9 (564 reviews) | Not enough data | 
| **Scheduling** | Not enough data | Not enough data | 7.7 (564 reviews) | Not enough data | 

#### Work Orders

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Approval and Rejection** | Not enough data | Not enough data | 7.0 (550 reviews) | Not enough data | 
| **Automatic service records** | Not enough data | Not enough data | 7.3 (546 reviews) | Not enough data | 
| **Shop communication** | Not enough data | Not enough data | 7.0 (551 reviews) | Not enough data | 
| **Inspection** | Not enough data | Not enough data | 7.6 (560 reviews) | Not enough data | 

### Fleet Tracking

| Product | Score | Reviews |
|---|---|---|
| **HiveMQ** | N/A | N/A |
| **SAP Business Technology Platform** | N/A | N/A |
| **Samsara** | 8.2/10 | 1475 |
| **AWS Lambda** | N/A | N/A |

#### Vehicle Tracking

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Alerts** | Not enough data | Not enough data | 8.9 (1205 reviews) | Not enough data | 
| **Locations** | Not enough data | Not enough data | 9.2 (1351 reviews) | Not enough data | 
| **Fuel Consumption** | Not enough data | Not enough data | 8.2 (1147 reviews) | Not enough data | 
| **Inventory** | Not enough data | Not enough data | 8.3 (1116 reviews) | Not enough data | 
| **Geofencing** | Not enough data | Not enough data | 8.4 (1137 reviews) | Not enough data | 

#### Driver Tracking

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Alerts** | Not enough data | Not enough data | 8.6 (1141 reviews) | Not enough data | 
| **Mileage** | Not enough data | Not enough data | 8.5 (1145 reviews) | Not enough data | 
| **Performance** | Not enough data | Not enough data | 8.6 (1128 reviews) | Not enough data | 
| **ETAs** | Not enough data | Not enough data | 8.0 (1111 reviews) | Not enough data | 

#### Analytics

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Vehicle Performance** | Not enough data | Not enough data | 8.1 (1092 reviews) | Not enough data | 
| **Driver Performance** | Not enough data | Not enough data | 8.4 (1149 reviews) | Not enough data | 
| **Cost** | Not enough data | Not enough data | 7.7 (1082 reviews) | Not enough data | 

#### Agentic AI - Fleet Tracking

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Proactive Assistance** | Not enough data | Not enough data | 7.2 (448 reviews) | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 7.2 (457 reviews) | Not enough data | 

### Infrastructure as a Service (IaaS)

| Product | Score | Reviews |
|---|---|---|
| **HiveMQ** | N/A | N/A |
| **SAP Business Technology Platform** | 8.6/10 | 57 |
| **Samsara** | N/A | N/A |
| **AWS Lambda** | N/A | N/A |

#### Infrastructure Provision

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Public Cloud** | Not enough data | 8.6 (52 reviews) | Not enough data | Not enough data | 
| **Private Cloud** | Not enough data | 8.7 (51 reviews) | Not enough data | Not enough data | 
| **Hybrid Cloud** | Not enough data | 8.8 (52 reviews) | Not enough data | Not enough data | 
| **Bare Metal** | Not enough data | 8.5 (51 reviews) | Not enough data | Not enough data | 
| **High-Performance Computing (HPC)** | Not enough data | 8.9 (51 reviews) | Not enough data | Not enough data | 
| **Virtual Machines (VMs)** | Not enough data | 8.6 (51 reviews) | Not enough data | Not enough data | 
| **Edge Computing** | Not enough data | 8.3 (51 reviews) | Not enough data | Not enough data | 
| **Virtual Networks** | Not enough data | 8.6 (50 reviews) | Not enough data | Not enough data | 

#### Management

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Pay by Usage** | Not enough data | 8.3 (51 reviews) | Not enough data | Not enough data | 
| **Usage Tracking** | Not enough data | 8.5 (49 reviews) | Not enough data | Not enough data | 
| **Performance Tracking** | Not enough data | 9.0 (50 reviews) | Not enough data | Not enough data | 

#### Functionality

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Resource Auto-Scaling** | Not enough data | 8.8 (51 reviews) | Not enough data | Not enough data | 

### IoT Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **HiveMQ** | N/A | N/A |
| **SAP Business Technology Platform** | 8.0/10 | 13 |
| **Samsara** | N/A | N/A |
| **AWS Lambda** | N/A | N/A |

#### Data Sources

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Pre-Built Connectors** | Not enough data | 8.2 (11 reviews) | Not enough data | Not enough data | 
| **API** | Not enough data | 8.3 (11 reviews) | Not enough data | Not enough data | 
| **Performance and Stability** | Not enough data | 8.2 (12 reviews) | Not enough data | Not enough data | 

#### Analytics

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Queries** | Not enough data | 7.4 (12 reviews) | Not enough data | Not enough data | 
| **Dashboards** | Not enough data | 8.1 (12 reviews) | Not enough data | Not enough data | 
| **Visualizations** | Not enough data | 7.5 (12 reviews) | Not enough data | Not enough data | 
| **Insights** | Not enough data | 8.1 (12 reviews) | Not enough data | Not enough data | 

#### Metrics

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Device Performance** | Not enough data | 7.9 (12 reviews) | Not enough data | Not enough data | 
| **Operational Performance** | Not enough data | 8.1 (12 reviews) | Not enough data | Not enough data | 
| **Environmental Conditions** | Not enough data | 7.9 (12 reviews) | Not enough data | Not enough data | 
| **Resource Usage** | Not enough data | 7.8 (12 reviews) | Not enough data | Not enough data | 

### IoT Platforms

| Product | Score | Reviews |
|---|---|---|
| **HiveMQ** | N/A | N/A |
| **SAP Business Technology Platform** | N/A | N/A |
| **Samsara** | N/A | N/A |
| **AWS Lambda** | N/A | N/A |

####  Application Design

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Interface** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Templates** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Device Workflows** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Testing** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Hardware Support** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Application Deployment** | Not enough data | Not enough data | Not enough data | Not enough data | 

####  Application Control

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Data Migration** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Data Syncronization** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Data Security** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Integrations** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Lifecycle Management** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Analytics** | Not enough data | Not enough data | Not enough data | Not enough data | 

### IoT Connectivity Management

| Product | Score | Reviews |
|---|---|---|
| **HiveMQ** | 9.1/10 | 42 |
| **SAP Business Technology Platform** | N/A | N/A |
| **Samsara** | N/A | N/A |
| **AWS Lambda** | N/A | N/A |

#### Platform

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Dashboard** | 9.3 (34 reviews) | Not enough data | Not enough data | Not enough data | 
| **Plan Information** | 8.5 (34 reviews) | Not enough data | Not enough data | Not enough data | 
| **Connection Status** | 9.1 (33 reviews) | Not enough data | Not enough data | Not enough data | 
| **SIM Management** | Feature Not Available | Not enough data | Not enough data | Not enough data | 
| **Account Alerts** | Feature Not Available | Not enough data | Not enough data | Not enough data | 
| **Subscription Billing** | Feature Not Available | Not enough data | Not enough data | Not enough data | 

#### Reporting

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Data Usage** | 9.0 (29 reviews) | Not enough data | Not enough data | Not enough data | 
| **Available Bandwidth** | Feature Not Available | Not enough data | Not enough data | Not enough data | 
| **Cost Analytics** | Feature Not Available | Not enough data | Not enough data | Not enough data | 

### Industrial IoT

| Product | Score | Reviews |
|---|---|---|
| **HiveMQ** | 8.7/10 | 15 |
| **SAP Business Technology Platform** | N/A | N/A |
| **Samsara** | N/A | N/A |
| **AWS Lambda** | N/A | N/A |

#### Systems Management

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Device Discovery** | 8.8 (14 reviews) | Not enough data | Not enough data | Not enough data | 
| **System Integration** | 9.3 (12 reviews) | Not enough data | Not enough data | Not enough data | 
| **Remote Access** | 8.6 (12 reviews) | Not enough data | Not enough data | Not enough data | 
| **Workflows** | 8.5 (10 reviews) | Not enough data | Not enough data | Not enough data | 
| **Hardware** | 8.9 (12 reviews) | Not enough data | Not enough data | Not enough data | 
| **Dashboard** | 9.2 (13 reviews) | Not enough data | Not enough data | Not enough data | 

#### IoT Capabilities

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Process Automation** | 8.7 (10 reviews) | Not enough data | Not enough data | Not enough data | 
| **Security** | 8.6 (11 reviews) | Not enough data | Not enough data | Not enough data | 
| **Safety** | Feature Not Available | Not enough data | Not enough data | Not enough data | 
| **Environmental Conditions** | 8.3 (9 reviews) | Not enough data | Not enough data | Not enough data | 
| **Resource Optimization** | 8.1 (8 reviews) | Not enough data | Not enough data | Not enough data | 
| **Product Quality** | 8.8 (8 reviews) | Not enough data | Not enough data | Not enough data | 
| **Predictive Maintenance** | 8.5 (9 reviews) | Not enough data | Not enough data | Not enough data | 
| **Analytics** | 9.0 (8 reviews) | Not enough data | Not enough data | Not enough data | 

#### Agentic AI -  Industrial IoT

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Digital Twin

| Product | Score | Reviews |
|---|---|---|
| **HiveMQ** | N/A | N/A |
| **SAP Business Technology Platform** | N/A | N/A |
| **Samsara** | N/A | N/A |
| **AWS Lambda** | N/A | N/A |

#### Digital Twin Creation

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Modeling** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Interface** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Tools** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Templates** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Process Simulation

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Workflows** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Interactivity** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Events** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Analytics** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Business Automation Platforms (BAPs)

| Product | Score | Reviews |
|---|---|---|
| **HiveMQ** | N/A | N/A |
| **SAP Business Technology Platform** | 8.3/10 | 17 |
| **Samsara** | N/A | N/A |
| **AWS Lambda** | N/A | N/A |

#### Workflow Design & Orchestration

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Task Logic and Sequencing** | Not enough data | 8.8 (16 reviews) | Not enough data | Not enough data | 
| **Visual Workflow Builder** | Not enough data | 8.9 (16 reviews) | Not enough data | Not enough data | 

#### Integrations & Connectivity

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Pre-Built Integrations** | Not enough data | 8.2 (15 reviews) | Not enough data | Not enough data | 
| **Custom Integration Capabilities** | Not enough data | 8.8 (16 reviews) | Not enough data | Not enough data | 

#### Automation Execution & Intelligence

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **AI-Powered Optimization** | Not enough data | 8.0 (15 reviews) | Not enough data | Not enough data | 
| **Trigger-Based Automation** | Not enough data | 7.9 (15 reviews) | Not enough data | Not enough data | 

#### Development & Customization

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Low-Code/No-Code Tools** | Not enough data | 8.2 (15 reviews) | Not enough data | Not enough data | 
| **Reusable Components** | Not enough data | 8.2 (14 reviews) | Not enough data | Not enough data | 

#### Governance & Security

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Audit Logging** | Not enough data | 7.7 (15 reviews) | Not enough data | Not enough data | 
| **Role-Based Access Control** | Not enough data | 8.0 (15 reviews) | Not enough data | Not enough data | 

#### Reporting & Analytics

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Real-Time Dashboards** | Not enough data | 8.7 (15 reviews) | Not enough data | Not enough data | 
| **Workflow Analytics** | Not enough data | 8.8 (15 reviews) | Not enough data | Not enough data | 

#### Agentic AI - Business Automation Platforms (BAPs)

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 8.8 (13 reviews) | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | 8.2 (13 reviews) | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | 8.2 (13 reviews) | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | 7.3 (13 reviews) | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | 7.8 (13 reviews) | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | 8.2 (13 reviews) | Not enough data | Not enough data | 

### Low-Code Development Platforms

| Product | Score | Reviews |
|---|---|---|
| **HiveMQ** | N/A | N/A |
| **SAP Business Technology Platform** | 8.8/10 | 15 |
| **Samsara** | N/A | N/A |
| **AWS Lambda** | N/A | N/A |

#### Application Design

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **UI Code Extending** | Not enough data | 9.1 (13 reviews) | Not enough data | Not enough data | 
| **Programming Code Extending** | Not enough data | 9.2 (13 reviews) | Not enough data | Not enough data | 
| **Customized Branding** | Not enough data | 8.6 (13 reviews) | Not enough data | Not enough data | 
| **Application Templates** | Not enough data | 9.2 (13 reviews) | Not enough data | Not enough data | 
| **Workflows** | Not enough data | 9.2 (14 reviews) | Not enough data | Not enough data | 

#### Data Control

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Data Migration** | Not enough data | 9.4 (13 reviews) | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | 9.0 (13 reviews) | Not enough data | Not enough data | 
| **Data Security** | Not enough data | 9.2 (13 reviews) | Not enough data | Not enough data | 

#### Publishing

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Application Deployment** | Not enough data | 9.0 (13 reviews) | Not enough data | Not enough data | 
| **Platform Compatability** | Not enough data | 9.6 (13 reviews) | Not enough data | Not enough data | 
| **Lifecycle Management** | Not enough data | 8.8 (13 reviews) | Not enough data | Not enough data | 

#### Agentic AI - Low-Code Development Platforms

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Adaptive Learning** | Not enough data | 7.5 (8 reviews) | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | 7.5 (8 reviews) | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | 7.7 (8 reviews) | Not enough data | Not enough data | 

### Cloud Platform as a Service (PaaS)

| Product | Score | Reviews |
|---|---|---|
| **HiveMQ** | N/A | N/A |
| **SAP Business Technology Platform** | 8.5/10 | 203 |
| **Samsara** | N/A | N/A |
| **AWS Lambda** | 8.5/10 | 576 |

#### Development

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Application Deployment** | Not enough data | 8.5 (166 reviews) | Not enough data | 8.9 (464 reviews) | 
| **Development Tools** | Not enough data | 8.4 (160 reviews) | Not enough data | 8.4 (453 reviews) | 
| **Development Environment** | Not enough data | 8.5 (155 reviews) | Not enough data | 8.3 (448 reviews) | 
| **Language Support** | Not enough data | 8.2 (153 reviews) | Not enough data | 8.5 (436 reviews) | 
| **Testing** | Not enough data | 8.4 (152 reviews) | Not enough data | 8.0 (434 reviews) | 

#### Database

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Database Management** | Not enough data | 8.9 (169 reviews) | Not enough data | 8.3 (360 reviews) | 
| **Analytics** | Not enough data | 8.8 (169 reviews) | Not enough data | 8.3 (369 reviews) | 
| **Auto Scaling** | Not enough data | 8.2 (153 reviews) | Not enough data | 9.1 (417 reviews) | 
| **Backup / Recovery** | Not enough data | 8.5 (153 reviews) | Not enough data | 8.4 (341 reviews) | 
| **Storage** | Not enough data | 8.6 (159 reviews) | Not enough data | 8.4 (357 reviews) | 

#### Infrastructure

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Networking** | Not enough data | 8.4 (152 reviews) | Not enough data | 8.6 (375 reviews) | 
| **Virtual Machines** | Not enough data | 8.3 (151 reviews) | Not enough data | 8.3 (342 reviews) | 
| **Security** | Not enough data | 9.0 (162 reviews) | Not enough data | 8.8 (399 reviews) | 

### Database as a Service (DBaaS)

| Product | Score | Reviews |
|---|---|---|
| **HiveMQ** | N/A | N/A |
| **SAP Business Technology Platform** | 8.6/10 | 81 |
| **Samsara** | N/A | N/A |
| **AWS Lambda** | N/A | N/A |

#### Configuration

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Application Performance** | Not enough data | 8.7 (70 reviews) | Not enough data | Not enough data | 
| **Orchestration** | Not enough data | 8.2 (69 reviews) | Not enough data | Not enough data | 
| **Database Monitoring** | Not enough data | 8.8 (70 reviews) | Not enough data | Not enough data | 
| **Anomaly Detection** | Not enough data | 8.4 (71 reviews) | Not enough data | Not enough data | 
| **Network Security** | Not enough data | 8.9 (69 reviews) | Not enough data | Not enough data | 

#### Database Administration

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Provisioning** | Not enough data | 8.7 (68 reviews) | Not enough data | Not enough data | 
| **Governance** | Not enough data | 8.7 (66 reviews) | Not enough data | Not enough data | 
| **Auditing** | Not enough data | 8.5 (68 reviews) | Not enough data | Not enough data | 

#### Availability

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Scalability** | Not enough data | 8.6 (69 reviews) | Not enough data | Not enough data | 
| **Backup** | Not enough data | 8.8 (68 reviews) | Not enough data | Not enough data | 
| **Archiving** | Not enough data | 8.5 (65 reviews) | Not enough data | Not enough data | 
| **Indexing** | Not enough data | 8.4 (65 reviews) | Not enough data | Not enough data | 

#### Security

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Data Masking** | Not enough data | 8.4 (65 reviews) | Not enough data | Not enough data | 
| **Authentication And Single Sign-On** | Not enough data | 8.8 (63 reviews) | Not enough data | Not enough data | 
| **Data Anonymization** | Not enough data | 8.7 (65 reviews) | Not enough data | Not enough data | 

#### Data Management

| Feature | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Data Replication** | Not enough data | 8.6 (64 reviews) | Not enough data | Not enough data | 
| **Advanced Data Analytics** | Not enough data | 8.7 (67 reviews) | Not enough data | Not enough data | 

---
## Categories

**Unique to HiveMQ (3):** [Message Queue (MQ) Software](https://www.g2.com/categories/message-queue-mq), [IoT Connectivity Management Software](https://www.g2.com/categories/iot-connectivity-management), [Industrial IoT Software](https://www.g2.com/categories/industrial-iot)

**Unique to SAP Business Technology Platform (9):** [Business Automation Platforms (BAPs)](https://www.g2.com/categories/business-automation-platforms-baps), [Robotic Process Automation (RPA) Software](https://www.g2.com/categories/robotic-process-automation-rpa), [Low-Code Development Platforms](https://www.g2.com/categories/low-code-development-platforms), [Database as a Service (DBaaS) Providers](https://www.g2.com/categories/database-as-a-service-dbaas), [Infrastructure as a Service (IaaS) Software](https://www.g2.com/categories/infrastructure-as-a-service-iaas), [Cloud Platform as a Service (PaaS) Software](https://www.g2.com/categories/cloud-platform-as-a-service-paas), [IoT Platforms](https://www.g2.com/categories/iot-platforms), [IoT Analytics Platforms](https://www.g2.com/categories/iot-analytics-platforms), [Digital Twin Software](https://www.g2.com/categories/digital-twin)

**Unique to Samsara (5):** [Asset Tracking Software](https://www.g2.com/categories/asset-tracking), [Fleet Maintenance Software](https://www.g2.com/categories/fleet-maintenance), [Fleet Tracking Software](https://www.g2.com/categories/fleet-tracking), [Fleet Management Software](https://www.g2.com/categories/fleet-management), [Trucking Software](https://www.g2.com/categories/trucking)

**Unique to AWS Lambda (1):** [Cloud Platform as a Service (PaaS) Software](https://www.g2.com/categories/cloud-platform-as-a-service-paas)


---
## Reviewer Demographics

### By Company Size

| Segment | HiveMQ | SAP Business Technology Platform | Samsara | AWS Lambda | 
|---|---|---|---|---|
| **Small-Business** | 38.8% | 26.5% | 33.4% | 22.1% | 
| **Mid-Market** | 38.8% | 36.0% | 53.0% | 36.2% | 
| **Enterprise** | 22.4% | 37.5% | 13.6% | 41.7% | 

### By Industry

#### HiveMQ

- **Computer Software:** 24.1%
- **Information Technology and Services:** 13.9%
- **Industrial Automation:** 3.8%
- **Retail:** 3.8%
- **Marketing and Advertising:** 3.8%
- **Consumer Electronics:** 2.5%
- **Information Services:** 2.5%
- **Internet:** 2.5%
- **Construction:** 2.5%
- **Computer & Network Security:** 2.5%
- **Other:** 38.0%

#### SAP Business Technology Platform

- **Information Technology and Services:** 21.2%
- **Computer Software:** 10.5%
- **Accounting:** 4.5%
- **Consulting:** 4.5%
- **Hospital & Health Care:** 3.4%
- **Automotive:** 3.1%
- **Financial Services:** 2.6%
- **Higher Education:** 2.6%
- **Pharmaceuticals:** 2.6%
- **Manufacturing:** 2.6%
- **Other:** 42.4%

#### Samsara

- **Transportation/Trucking/Railroad:** 37.4%
- **Construction:** 15.8%
- **Logistics and Supply Chain:** 5.9%
- **Oil & Energy:** 4.0%
- **Utilities:** 2.8%
- **Food & Beverages:** 2.4%
- **Automotive:** 2.2%
- **Consumer Services:** 2.2%
- **Package/Freight Delivery:** 1.5%
- **Manufacturing:** 1.4%
- **Other:** 24.5%

#### AWS Lambda

- **Computer Software:** 22.9%
- **Information Technology and Services:** 20.1%
- **Financial Services:** 8.3%
- **Internet:** 2.8%
- **Hospital & Health Care:** 2.7%
- **Retail:** 2.6%
- **Insurance:** 2.2%
- **Education Management:** 2.0%
- **Marketing and Advertising:** 2.0%
- **Telecommunications:** 1.8%
- **Other:** 32.6%

---
## Alternatives

### Alternatives to HiveMQ

- [EMQX](https://www.g2.com/products/emqx/reviews) — 4.6/5 stars (23 reviews)
- [MuleSoft Anypoint Platform](https://www.g2.com/products/mulesoft-anypoint-platform/reviews) — 4.5/5 stars (735 reviews)
- [SAP Integration Suite](https://www.g2.com/products/sap-integration-suite/reviews) — 4.3/5 stars (329 reviews)
- [Portainer](https://www.g2.com/products/portainer/reviews) — 4.8/5 stars (294 reviews)
- [RabbitMQ](https://www.g2.com/products/rabbitmq/reviews) — 4.1/5 stars (47 reviews)
- [Particle](https://www.g2.com/products/particle/reviews) — 4.5/5 stars (195 reviews)
- [IBM MQ](https://www.g2.com/products/ibm-mq/reviews) — 4.3/5 stars (174 reviews)
- [Geotab](https://www.g2.com/products/geotab/reviews) — 4.5/5 stars (180 reviews)
- [Apache ActiveMQ](https://www.g2.com/products/apache-activemq/reviews) — 4.3/5 stars (16 reviews)
- [Apache Kafka](https://www.g2.com/products/apache-kafka/reviews) — 4.5/5 stars (131 reviews)

### Alternatives to SAP Business Technology Platform

- [DigitalOcean](https://www.g2.com/products/digitalocean/reviews) — 4.6/5 stars (746 reviews)
- [Agentforce 360 Platform (formerly Salesforce Platform)](https://www.g2.com/products/agentforce-360-platform-formerly-salesforce-platform/reviews) — 4.5/5 stars (3998 reviews)
- [Amazon EC2](https://www.g2.com/products/amazon-ec2/reviews) — 4.6/5 stars (1191 reviews)
- [Appian](https://www.g2.com/products/appian/reviews) — 4.5/5 stars (485 reviews)
- [Azure Virtual Machines](https://www.g2.com/products/azure-virtual-machines/reviews) — 4.4/5 stars (391 reviews)
- [Google Compute Engine](https://www.g2.com/products/google-compute-engine/reviews) — 4.5/5 stars (952 reviews)
- [Microsoft Power Automate](https://www.g2.com/products/microsoft-power-automate/reviews) — 4.4/5 stars (1087 reviews)
- [UiPath Agentic Automation](https://www.g2.com/products/uipath-agentic-automation/reviews) — 4.6/5 stars (7566 reviews)
- [Retool](https://www.g2.com/products/retool/reviews) — 4.6/5 stars (357 reviews)
- [MongoDB Atlas](https://www.g2.com/products/mongodb-atlas/reviews) — 4.5/5 stars (368 reviews)

### Alternatives to Samsara

- [Motive](https://www.g2.com/products/motive-technologies/reviews) — 4.4/5 stars (2968 reviews)
- [Lytx](https://www.g2.com/products/lytx/reviews) — 4.3/5 stars (184 reviews)
- [Geotab](https://www.g2.com/products/geotab/reviews) — 4.5/5 stars (180 reviews)
- [Azuga Fleet](https://www.g2.com/products/azuga-fleet/reviews) — 4.7/5 stars (194 reviews)
- [Verizon Connect](https://www.g2.com/products/verizon-connect/reviews) — 3.8/5 stars (957 reviews)
- [Fleetio](https://www.g2.com/products/fleetio/reviews) — 4.6/5 stars (208 reviews)
- [Limble](https://www.g2.com/products/limble/reviews) — 4.8/5 stars (682 reviews)
- [EZO](https://www.g2.com/products/ezo/reviews) — 4.4/5 stars (391 reviews)
- [MaintainX](https://www.g2.com/products/maintainx/reviews) — 4.8/5 stars (1507 reviews)
- [Fracttal One](https://www.g2.com/products/fracttal-one/reviews) — 4.6/5 stars (601 reviews)

### Alternatives to AWS Lambda

- [DigitalOcean](https://www.g2.com/products/digitalocean/reviews) — 4.6/5 stars (746 reviews)
- [Red Hat OpenShift](https://www.g2.com/products/red-hat-red-hat-openshift/reviews) — 4.5/5 stars (303 reviews)
- [Google App Engine](https://www.g2.com/products/google-app-engine/reviews) — 4.1/5 stars (216 reviews)
- [Salesforce Heroku](https://www.g2.com/products/salesforce-heroku/reviews) — 4.2/5 stars (147 reviews)
- [Azure App Service](https://www.g2.com/products/azure-app-service/reviews) — 4.5/5 stars (94 reviews)
- [PythonAnywhere](https://www.g2.com/products/pythonanywhere/reviews) — 4.4/5 stars (80 reviews)
- [Agentforce 360 Platform (formerly Salesforce Platform)](https://www.g2.com/products/agentforce-360-platform-formerly-salesforce-platform/reviews) — 4.5/5 stars (3998 reviews)
- [Cloud Foundry](https://www.g2.com/products/cloud-foundry/reviews) — 4.0/5 stars (19 reviews)
- [Azure Functions](https://www.g2.com/products/azure-functions/reviews) — 4.4/5 stars (212 reviews)
- [SAP Integration Suite](https://www.g2.com/products/sap-integration-suite/reviews) — 4.3/5 stars (329 reviews)

---
## Top Discussions

### HiveMQ

- Title: [What does HiveMQ's enterprise support look like compared to open-source alternatives?](https://www.g2.com/discussions/what-does-hivemq-s-enterprise-support-look-like-compared-to-open-source-alternatives) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "HiveMQ’s enterprise support is designed for always‑on industrial and IoT environments where downtime is not an option. The Enterprise tier includes 24/7..."
- Title: [Is HiveMQ suitable for AI and machine learning workloads in industrial environments?](https://www.g2.com/discussions/is-hivemq-suitable-for-ai-and-machine-learning-workloads-in-industrial-environments) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "HiveMQ is highly suitable for AI and machine learning workloads in industrial environments because it provides a reliable MQTT-based data backbone that..."
- Title: [How does HiveMQ help enable IT/OT integration?](https://www.g2.com/discussions/how-does-hivemq-help-enable-it-ot-integration) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "HiveMQ enables IT/OT integration by replacing fragile point‑to‑point connections with an event‑driven architecture built on MQTT, so OT systems publish data..."
- Title: [How does HiveMQ support AI and analytics use cases in industrial operations such as manufacturing, energy, data centers, and transportation?](https://www.g2.com/discussions/how-does-hivemq-support-ai-and-analytics-use-cases-in-industrial-operations-such-as-manufacturing-energy-data-centers-and-transportation) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "HiveMQ provides an MQTT-based industrial data backbone that securely streams real-time OT data from machines, sensors, and control systems to IT, cloud, and..."
- Title: [What integrations does HiveMQ support for downstream data systems and cloud platforms?](https://www.g2.com/discussions/what-integrations-does-hivemq-support-for-downstream-data-systems-and-cloud-platforms) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "HiveMQ connects to the enterprise data stack through a broad marketplace of enterprise extensions with no vendor lock-in. With HiveMQ, you can connect MQTT..."

### SAP Business Technology Platform

- Title: [What is SAP Leonardo used for?](https://www.g2.com/discussions/what-is-sap-leonardo-used-for) — 2 comments, 1 upvote
  > **Top comment:** "IoT platform for smart/cognitive cities with AI & ML engines"
- Title: [What is SAP Leonardo IoT?](https://www.g2.com/discussions/what-is-sap-leonardo-iot) — 1 comment
  > **Top comment:** "SAP Leonardo allows companies to automate parts of the analytics process and the resulting business decisions to achieve dynamic insights."

### Samsara

- Title: [Does Samsara GPS record audio?](https://www.g2.com/discussions/does-samsara-gps-record-audio) — 5 comments, 2 upvotes
  > **Top comment:** "I have not seen the option to record an audio "
- Title: [What is Samsara tracking?](https://www.g2.com/discussions/what-is-samsara-tracking) — 2 comments, 1 upvote
  > **Top comment:** "Freights, trucks,"
- Title: [How much does Samsara cost per month?](https://www.g2.com/discussions/how-much-does-samsara-cost-per-month) — 2 comments, 2 upvotes
  > **Top comment:** "33.00 per month but you must pay an initiation fee of 99.99 just once"

### AWS Lambda

- Title: [What is AWS Lambda used for?](https://www.g2.com/discussions/what-is-aws-lambda-used-for) — 3 comments
  > **Top comment:** "It is used to deply applications. It provides serverless environment which means you only pay the cost for the cost or duration for which the application had..."
- Title: [Is AWS lambda a container?](https://www.g2.com/discussions/is-aws-lambda-a-container) — 3 comments
  > **Top comment:** "yes"
- Title: [What is AWS Lambda built on?](https://www.g2.com/discussions/what-is-aws-lambda-built-on) — 2 comments
  > **Top comment:** "Each lambda function is packaged in its own container running on Linux. You can write your lambda function using a variety of languages such as Python, Java,..."
- Title: [How does AWS Lambda work?](https://www.g2.com/discussions/how-does-aws-lambda-work) — 2 comments
  > **Top comment:** "Lambda is a Serverless service, Behind the scene, there are containers running, When you trigger a lambda a container spins up and your code is executed. The..."
- Title: [What is AWS Lambda good for?](https://www.g2.com/discussions/what-is-aws-lambda-good-for) — 2 comments
  > **Top comment:** "Using AWS Lambda, we can schedule jobs of required scripts on regular interval to run, which is directly indicates to automation"

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**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/hivemq-vs-sap-business-technology-platform-vs-samsara-vs-aws-lambda)