# Python RPA vs UiPath Agentic Automation Comparison
---
## AI Generated Summary
- **G2 reviewers report** that UiPath Agentic Automation excels in user satisfaction, boasting a significantly higher overall score compared to Python RPA. Users appreciate its ability to handle complex tasks without human intervention, especially with the recent LLM enablements that enhance operational ease.
- **Users say** that the implementation process for UiPath Agentic Automation is notably smooth, with many highlighting the intuitive onboarding wizard that simplifies setup. In contrast, while Python RPA is praised for its compatibility across various operating systems, some users find the initial setup to be less straightforward.
- **Reviewers mention** that UiPath Agentic Automation offers a robust low-code/no-code environment, allowing users to create agents easily while also integrating custom-coded solutions. This flexibility is a standout feature that many users find beneficial, whereas Python RPA, while user-friendly, may not provide the same level of versatility in agent creation.
- **According to verified reviews** , the quality of support for UiPath Agentic Automation is highly rated, with users noting responsive assistance and helpful resources. On the other hand, Python RPA users report a strong support experience as well, but the volume of recent reviews for UiPath suggests a more consistent support experience overall.
- **G2 reviewers highlight** the advanced analytics capabilities of UiPath Agentic Automation, which provide valuable insights into bot performance. Users appreciate features like bot scheduling and performance tracking, which enhance operational efficiency. Python RPA, while offering solid analytics, does not match the depth of insights provided by UiPath.
- **Users express** that UiPath Agentic Automation's visual editor and pre-built templates significantly streamline the automation process, making it easier to deploy solutions quickly. In contrast, while Python RPA has a user-friendly interface, it lacks the same level of comprehensive resources that facilitate rapid deployment.



| | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Star Rating** | 4.7 out of 5 | 4.6 out of 5 | 
| **Total Reviews** | 20 | 7,580 | 
| **Largest Market Segment** | Small-Business (40.0% of reviews) | Enterprise (46.9% of reviews) | 
| **Entry Level Price** | Free Trial | No pricing available | 

---
## Top Pros & Cons

### Python RPA

Pros:
- Ease of Use (1 reviews)
- Python Support (1 reviews)

Cons:
- Slow Performance (1 reviews)
- Technical Expertise Required (1 reviews)

### UiPath Agentic Automation

Pros:
- Automation (337 reviews)
- Ease of Use (285 reviews)

Cons:
- Expensive (138 reviews)
- Learning Curve (118 reviews)

---
## Ratings Comparison
| Rating | Python RPA | UiPath Agentic Automation | 
|---|---|---|
  | **Meets Requirements** | 9.0 (19 reviews) | 9.1 (4623 reviews) | 
  | **Ease of Use** | 8.4 (20 reviews) | 9.1 (5216 reviews) | 
  | **Ease of Setup** | 8.5 (14 reviews) | 8.7 (2334 reviews) | 
  | **Ease of Admin** | 9.3 (9 reviews) | 8.5 (1584 reviews) | 
  | **Quality of Support** | 9.5 (19 reviews) | 8.8 (4415 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.8 (9 reviews) | 8.8 (1530 reviews) | 
  | **Product Direction (% positive)** | 9.4 (19 reviews) | 9.5 (4544 reviews) | 

---
## Pricing

### Python RPA

#### Entry-Level Pricing

Plan: Free Trial

Price: Free Trial

Description: Experiment & build automations for Free, 60 days trial

Key Features:
- Unattended Robot: 1
- Attended Robot: 1
- Workflows/Tasks: Unlimited

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

#### Free Trial

Yes

### UiPath Agentic Automation

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Robotic Process Automation (RPA)

| Product | Score | Reviews |
|---|---|---|
| **Python RPA** | 8.7/10 | 17 |
| **UiPath Agentic Automation** | 8.9/10 | 4453 |

#### Automation Building

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Visual Editor** | 8.6 (15 reviews) | 9.1 (3337 reviews) ✓ Verified | 
| **Workflow Recording** | 8.1 (14 reviews) | 8.9 (3336 reviews) ✓ Verified | 
| **Pre-Built Templates** | 8.7 (15 reviews) | 8.8 (3234 reviews) ✓ Verified | 
| **Custom Automation** | 8.6 (15 reviews) | 8.9 (3303 reviews) ✓ Verified | 
| **Collaboration** | 8.6 (15 reviews) | 8.9 (3189 reviews) ✓ Verified | 
| **Ease of Bot Creation** | 8.4 (15 reviews) | 9.3 (1554 reviews) ✓ Verified | 

#### Bot Management & Execution

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Bot Scheduling** | 8.5 (17 reviews) | 9.1 (3186 reviews) ✓ Verified | 
| **Attended Automation** | 8.7 (13 reviews) | 9.0 (3211 reviews) ✓ Verified | 
| **Unattended Automation** | 9.1 (17 reviews) | 9.0 (3197 reviews) ✓ Verified | 
| **Bot Performance Analytics** | 8.8 (14 reviews) | 8.9 (3029 reviews) ✓ Verified | 
| **Data and Product Security** | 9.1 (16 reviews) | 9.1 (1488 reviews) ✓ Verified | 
| **Scalability** | 8.9 (16 reviews) | 9.2 (1488 reviews) ✓ Verified | 

#### Intelligent Automation

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **OCR** | 8.8 (14 reviews) | 9.0 (1449 reviews) | 
| **Machine Learning** | 8.7 (13 reviews) | 9.0 (1399 reviews) ✓ Verified | 
| **NLP** | 9.0 (12 reviews) | 8.9 (1329 reviews) | 

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

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 9.0 (135 reviews) | 
| **Multi-step Planning** | Not enough data | 8.6 (96 reviews) | 
| **Cross-system Integration** | Not enough data | 8.4 (115 reviews) | 
| **Adaptive Learning** | Not enough data | 8.4 (93 reviews) | 
| **Natural Language Interaction** | Not enough data | 8.4 (88 reviews) | 
| **Proactive Assistance** | Not enough data | 8.2 (85 reviews) | 
| **Decision Making** | Not enough data | 8.7 (114 reviews) | 

### iPaaS

| Product | Score | Reviews |
|---|---|---|
| **Python RPA** | N/A | N/A |
| **UiPath Agentic Automation** | 8.4/10 | 67 |

#### Development 

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Real-Time Integration** | Not enough data | 8.3 (60 reviews) | 
| **API Designer** | Not enough data | 8.2 (15 reviews) | 
| **Flow Designer** | Not enough data | 8.4 (15 reviews) | 
| **Pre-Built Connectors** | Not enough data | 8.9 (16 reviews) | 
| **Custom Connectors** | Not enough data | 8.3 (15 reviews) | 
| **Reusable connectors** | Not enough data | 8.7 (15 reviews) | 
| **Multi - tenant architecture** | Not enough data | 8.3 (16 reviews) | 

#### Management 

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Monitoring & Notification** | Not enough data | 8.6 (16 reviews) | 
| **Routing And Orchestration** | Not enough data | 8.8 (14 reviews) | 
| **Data Mapping** | Not enough data | 8.6 (15 reviews) | 
| **Data Transformation** | Not enough data | 8.5 (16 reviews) | 
| **API Management** | Not enough data | 8.7 (15 reviews) | 

#### Security

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Data Encryption** | Not enough data | 8.9 (16 reviews) | 
| **Security Standards** | Not enough data | 8.8 (16 reviews) | 
| **Communication Protocol** | Not enough data | 9.0 (16 reviews) | 

#### Integration Options

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Data Virtualization** | Not enough data | 8.6 (15 reviews) | 
| **Managed File Transfers** | Not enough data | 8.3 (15 reviews) | 
| **Big Data Processing** | Not enough data | 7.4 (14 reviews) | 
| **EDI** | Not enough data | 7.3 (13 reviews) | 

#### Deployment 

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Hybrid** | Not enough data | 8.8 (14 reviews) | 
| **Cloud to Cloud** | Not enough data | 9.0 (13 reviews) | 

### Process Mining

| Product | Score | Reviews |
|---|---|---|
| **Python RPA** | N/A | N/A |
| **UiPath Agentic Automation** | 8.7/10 | 210 |

#### Process Management

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Process Library** | Not enough data | 9.4 (201 reviews) | 
| **Collaboration** | Not enough data | 9.4 (202 reviews) | 
| **Integrations** | Not enough data | 9.5 (198 reviews) | 
| **Execution Management** | Not enough data | 9.4 (202 reviews) | 

#### Process Analysis

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Real-Time Process Analysis** | Not enough data | 9.4 (200 reviews) | 
| **Process Notation** | Not enough data | 9.4 (199 reviews) | 
| **Process Mapping** | Not enough data | 9.4 (199 reviews) | 

#### Automation

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **RPA Integration** | Not enough data | 9.7 (200 reviews) | 
| **Application Development** | Not enough data | 9.6 (198 reviews) | 

#### Generative AI

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **AI Text Summarization** | Not enough data | 8.8 (24 reviews) | 

#### Agentic AI - Process Mining

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 7.7 (10 reviews) | 
| **Multi-step Planning** | Not enough data | 7.8 (13 reviews) | 
| **Cross-system Integration** | Not enough data | 7.5 (10 reviews) | 
| **Adaptive Learning** | Not enough data | 7.1 (11 reviews) | 
| **Natural Language Interaction** | Not enough data | 7.7 (11 reviews) | 
| **Proactive Assistance** | Not enough data | 7.9 (11 reviews) | 
| **Decision Making** | Not enough data | 7.7 (11 reviews) | 

### Automation Testing

| Product | Score | Reviews |
|---|---|---|
| **Python RPA** | N/A | N/A |
| **UiPath Agentic Automation** | 9.0/10 | 135 |

#### Functionality 

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Test Feedback** | Not enough data | 9.2 (121 reviews) | 
| **Test History** | Not enough data | 9.2 (117 reviews) | 
| **Customization** | Not enough data | 9.2 (119 reviews) | 
| **Test Variety** | Not enough data | 9.2 (117 reviews) | 

#### Automation

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Organization** | Not enough data | 9.3 (120 reviews) | 
| **Reliability** | Not enough data | 9.2 (117 reviews) | 
| **Thoroughness** | Not enough data | 9.2 (117 reviews) | 

#### Agentic AI - Automation Testing

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 8.7 (19 reviews) | 
| **Natural Language Interaction** | Not enough data | 8.4 (20 reviews) | 
| **Proactive Assistance** | Not enough data | 8.3 (20 reviews) | 

### Intelligent Document Processing (IDP)

| Product | Score | Reviews |
|---|---|---|
| **Python RPA** | N/A | N/A |
| **UiPath Agentic Automation** | 8.7/10 | 102 |

#### Data Capture

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Multi-format Support** | Not enough data | 8.7 (85 reviews) | 
| **OCR Capabilities** | Not enough data | 8.6 (84 reviews) | 

#### Data Extraction

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Entity Recognition** | Not enough data | 8.7 (84 reviews) | 
| **Text Classification** | Not enough data | 8.7 (84 reviews) | 

#### Data Validation

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Accuracy Checking** | Not enough data | 8.5 (85 reviews) | 

#### Workflow Automation

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Batch Processing** | Not enough data | 8.8 (82 reviews) | 
| **Process Integration** | Not enough data | 9.0 (87 reviews) | 

#### Document Management

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Search Functionality** | Not enough data | 8.7 (83 reviews) | 
| **Version Control** | Not enough data | 8.6 (84 reviews) | 

#### Machine Learning

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Custom Model Training** | Not enough data | 8.3 (83 reviews) | 

#### Natural Language Processing

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Sentiment Analysis** | Not enough data | 8.4 (82 reviews) | 

#### Semantic Analysis

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Contextual Understanding** | Not enough data | 8.5 (82 reviews) | 

#### Data Integration

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **API Support** | Not enough data | 8.8 (84 reviews) | 

#### Security

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Compliance Standards** | Not enough data | 8.9 (84 reviews) | 
| **Data Encryption** | Not enough data | 8.9 (82 reviews) | 

### AI Agent Builders

| Product | Score | Reviews |
|---|---|---|
| **Python RPA** | N/A | N/A |
| **UiPath Agentic Automation** | 8.5/10 | 71 |

#### Customization - AI Agent Builders

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Natural Language Configuration** | Not enough data | 8.6 (53 reviews) | 
| **Tone Customization** | Not enough data | 8.3 (50 reviews) | 
| **Security Guardrails** | Not enough data | 8.6 (50 reviews) | 

#### Functionality - AI Agent Builders

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Omni-channel Support** | Not enough data | 7.9 (49 reviews) | 
| **Agent Branding** | Not enough data | 8.5 (50 reviews) | 
| **Proactive Response Capabilities** | Not enough data | 8.3 (50 reviews) | 
| **Seamless Human Escalation** | Not enough data | 8.5 (52 reviews) | 

#### Data and Analytics - AI Agent Builders

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Analytics & Reporting** | Not enough data | 8.5 (50 reviews) | 
| **Contextual Awareness** | Not enough data | 8.5 (52 reviews) | 
| **Data Privacy Compliance** | Not enough data | 8.5 (51 reviews) | 

#### Integration - AI Agent Builders

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Workflow Automation** | Not enough data | 8.9 (56 reviews) | 
| **API Usage** | Not enough data | 8.6 (52 reviews) | 
| **Platform Interoperability** | Not enough data | 8.6 (53 reviews) | 
| **CRM Data Integration** | Not enough data | 8.4 (50 reviews) | 

### Business Automation Platforms (BAPs)

| Product | Score | Reviews |
|---|---|---|
| **Python RPA** | N/A | N/A |
| **UiPath Agentic Automation** | 8.5/10 | 34 |

#### Workflow Design & Orchestration

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Task Logic and Sequencing** | Not enough data | 8.7 (22 reviews) | 
| **Visual Workflow Builder** | Not enough data | 8.4 (24 reviews) | 

#### Integrations & Connectivity

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Pre-Built Integrations** | Not enough data | 8.3 (21 reviews) | 
| **Custom Integration Capabilities** | Not enough data | 8.4 (23 reviews) | 

#### Automation Execution & Intelligence

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **AI-Powered Optimization** | Not enough data | 8.6 (22 reviews) | 
| **Trigger-Based Automation** | Not enough data | 8.6 (22 reviews) | 

#### Development & Customization

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Low-Code/No-Code Tools** | Not enough data | 8.5 (21 reviews) | 
| **Reusable Components** | Not enough data | 8.6 (21 reviews) | 

#### Governance & Security

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Audit Logging** | Not enough data | 8.6 (23 reviews) | 
| **Role-Based Access Control** | Not enough data | 8.8 (21 reviews) | 

#### Reporting & Analytics

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Real-Time Dashboards** | Not enough data | 8.6 (22 reviews) | 
| **Workflow Analytics** | Not enough data | 8.2 (22 reviews) | 

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

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 8.7 (20 reviews) | 
| **Multi-step Planning** | Not enough data | 8.5 (18 reviews) | 
| **Cross-system Integration** | Not enough data | 8.7 (18 reviews) | 
| **Natural Language Interaction** | Not enough data | 8.4 (15 reviews) | 
| **Proactive Assistance** | Not enough data | 8.2 (16 reviews) | 
| **Decision Making** | Not enough data | 8.4 (18 reviews) | 

### AI App Builder

| Product | Score | Reviews |
|---|---|---|
| **Python RPA** | N/A | N/A |
| **UiPath Agentic Automation** | 8.8/10 | 7 |

#### Generation and Interpretation - AI App Builder

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Prompt Understanding** | Not enough data | 8.8 (7 reviews) | 
| **Backend Logic Creation** | Not enough data | 9.0 (7 reviews) | 
| **UI Generation** | Not enough data | 8.8 (7 reviews) | 
| **Context Awareness** | Not enough data | 9.0 (7 reviews) | 

#### Generated Application Quality - AI App Builder

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Scalability** | Not enough data | 8.8 (7 reviews) | 
| **Out-of-the-Box Functionality** | Not enough data | 8.3 (7 reviews) | 
| **Design Customization** | Not enough data | 8.1 (7 reviews) | 
| **Data & API Integration** | Not enough data | 9.3 (7 reviews) | 

### SAP Store

| Product | Score | Reviews |
|---|---|---|
| **Python RPA** | N/A | N/A |
| **UiPath Agentic Automation** | N/A | N/A |

#### Agentic AI - SAP Store

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### AI Orchestration

| Product | Score | Reviews |
|---|---|---|
| **Python RPA** | N/A | N/A |
| **UiPath Agentic Automation** | 8.7/10 | 44 |

#### Workflow Design & Integration - AI Orchestration

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Dependency Management** | Not enough data | 9.1 (32 reviews) | 
| **Workflow Coordination** | Not enough data | 8.6 (34 reviews) | 
| **Multi-Provider API Connectivity** | Not enough data | 8.6 (34 reviews) | 
| **Multi-Step Workflow Creation** | Not enough data | 8.6 (34 reviews) | 
| **Enterprise System Integration** | Not enough data | 8.6 (34 reviews) | 
| **Real-Time Data Pipelines** | Not enough data | 8.4 (32 reviews) | 

#### Performance Optimization & Analytics - AI Orchestration

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Workflow Performance Dashboards** | Not enough data | 8.6 (33 reviews) | 
| **Workflow Reporting** | Not enough data | 8.8 (32 reviews) | 
| **Resource Utilization Monitoring** | Not enough data | 8.7 (34 reviews) | 
| **Computational Resource Management** | Not enough data | 8.4 (32 reviews) | 
| **Dynamic Scaling** | Not enough data | 8.5 (33 reviews) | 
| **Component Monitoring** | Not enough data | 8.5 (33 reviews) | 

#### Governance & Compliance Controls - AI Orchestration

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Regulatory Compliance** | Not enough data | 8.9 (29 reviews) | 
| **Governance Policy Enforcement** | Not enough data | 9.0 (32 reviews) | 
| **Role-Based Access Control** | Not enough data | 9.3 (30 reviews) | 
| **Audit Trail Management** | Not enough data | 9.0 (32 reviews) | 
| **Security Protocols** | Not enough data | 9.0 (30 reviews) | 

### AI Software Testing Tools

| Product | Score | Reviews |
|---|---|---|
| **Python RPA** | N/A | N/A |
| **UiPath Agentic Automation** | 9.7/10 | 6 |

#### AI Test Generation & Authoring

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **UI-Based Test Generation** | Not enough data | Not enough data | 
| **Natural Language Test Creation** | Not enough data | Not enough data | 
| **Test Coverage Suggestions** | Not enough data | Not enough data | 

#### Test Maintenance & Resilience 

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Self-healing** | Not enough data | Not enough data | 
| **Dynamic Element Locators** | Not enough data | Not enough data | 
| **AI-Powered Test Maintenance** | Not enough data | Not enough data | 

#### Execution & Analytics

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Intelligent Reporting** | Not enough data | Not enough data | 
| **Visual Anomaly Detection** | Not enough data | 9.7 (5 reviews) | 
| **Root Cause Analysis** | Not enough data | Not enough data | 

### Low-Code Development Platforms

| Product | Score | Reviews |
|---|---|---|
| **Python RPA** | N/A | N/A |
| **UiPath Agentic Automation** | 9.1/10 | 752 |

#### Application Design

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **UI Code Extending** | Not enough data | 9.3 (652 reviews) | 
| **Programming Code Extending** | Not enough data | 9.2 (656 reviews) | 
| **Customized Branding** | Not enough data | 9.2 (628 reviews) | 
| **Application Templates** | Not enough data | 9.3 (649 reviews) | 
| **Workflows** | Not enough data | 9.5 (672 reviews) | 

#### Data Control

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Data Migration** | Not enough data | 9.3 (642 reviews) | 
| **Data Synchronization** | Not enough data | 9.3 (643 reviews) | 
| **Data Security** | Not enough data | 9.3 (643 reviews) | 

#### Publishing

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Application Deployment** | Not enough data | 9.4 (653 reviews) | 
| **Platform Compatability** | Not enough data | 9.3 (658 reviews) | 
| **Lifecycle Management** | Not enough data | 9.5 (650 reviews) | 

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

| Feature | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Adaptive Learning** | Not enough data | 8.4 (26 reviews) | 
| **Natural Language Interaction** | Not enough data | 8.3 (23 reviews) | 
| **Proactive Assistance** | Not enough data | 8.3 (23 reviews) | 

---
## Categories
**Shared Categories (1):** [Robotic Process Automation (RPA) Software](https://www.g2.com/categories/robotic-process-automation-rpa)


**Unique to UiPath Agentic Automation (11):** [ AI Agent Builders Software](https://www.g2.com/categories/ai-agent-builders), [AI Orchestration Software](https://www.g2.com/categories/ai-orchestration), [Automation Testing Tools](https://www.g2.com/categories/automation-testing-tools), [Intelligent Document Processing (IDP) Software](https://www.g2.com/categories/intelligent-document-processing-idp), [Process Mining Tools](https://www.g2.com/categories/process-mining-tools), [SAP Store Software](https://www.g2.com/categories/sap-store), [AI App Builder Software](https://www.g2.com/categories/ai-app-builder), [AI Software Testing Tools](https://www.g2.com/categories/ai-software-testing-tools), [Business Automation Platforms (BAPs)](https://www.g2.com/categories/business-automation-platforms-baps), [iPaaS Software](https://www.g2.com/categories/ipaas), [Low-Code Development Platforms](https://www.g2.com/categories/low-code-development-platforms)


---
## Reviewer Demographics

### By Company Size

| Segment | Python RPA | UiPath Agentic Automation | 
|---|---|---|
| **Small-Business** | 40.0% | 25.4% | 
| **Mid-Market** | 25.0% | 27.7% | 
| **Enterprise** | 35.0% | 46.9% | 

### By Industry

#### Python RPA

- **Banking:** 15.0%
- **Oil & Energy:** 10.0%
- **Hospital & Health Care:** 10.0%
- **Construction:** 10.0%
- **Computer Software:** 10.0%
- **Consulting:** 5.0%
- **Retail:** 5.0%
- **Research:** 5.0%
- **Mining & Metals:** 5.0%
- **Information Technology and Services:** 5.0%
- **Other:** 20.0%

#### UiPath Agentic Automation

- **Information Technology and Services:** 26.1%
- **Computer Software:** 9.5%
- **Financial Services:** 6.4%
- **Pharmaceuticals:** 3.6%
- **Telecommunications:** 3.6%
- **Banking:** 3.4%
- **Accounting:** 3.2%
- **Hospital & Health Care:** 3.2%
- **Insurance:** 3.0%
- **Retail:** 2.3%
- **Other:** 35.6%

---
## Alternatives

### Alternatives to Python RPA

- [Microsoft Power Automate](https://www.g2.com/products/microsoft-power-automate/reviews) — 4.4/5 stars (1092 reviews)
- [Automation Anywhere Agentic Process Automation](https://www.g2.com/products/automation-anywhere-agentic-process-automation/reviews) — 4.5/5 stars (5570 reviews)
- [Rocketbot](https://www.g2.com/products/rocketbot/reviews) — 4.6/5 stars (517 reviews)
- [Apify](https://www.g2.com/products/apify/reviews) — 4.7/5 stars (499 reviews)
- [Zapier](https://www.g2.com/products/zapier/reviews) — 4.5/5 stars (2081 reviews)
- [Nintex](https://www.g2.com/products/nintex-nintex/reviews) — 4.3/5 stars (1322 reviews)
- [Tango](https://www.g2.com/products/tango-tango/reviews) — 4.7/5 stars (503 reviews)
- [Appian](https://www.g2.com/products/appian/reviews) — 4.5/5 stars (496 reviews)
- [SAP Business Technology Platform](https://www.g2.com/products/sap-business-technology-platform/reviews) — 4.4/5 stars (419 reviews)
- [SS&C Blue Prism Intelligent Automation Platform](https://www.g2.com/products/ss-c-blue-prism-intelligent-automation-platform/reviews) — 4.5/5 stars (402 reviews)

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---
## Top Discussions

### Python RPA

No discussions available for this product.

### UiPath Agentic Automation

- Title: [Is it possible to integrate UIPath with any other software?](https://www.g2.com/discussions/16014-is-it-possible-to-integrate-uipath-with-any-other-software) — 25 comments, 7 upvotes
  > **Top comment:** "Yes, but to get a more concrete answer please specify what other software you are referring to. "
- Title: [What is the best way to learn more instead of just watching video tutorials?](https://www.g2.com/discussions/what-is-the-best-way-to-learn-more-instead-of-just-watching-video-tutorials) — 8 comments, 1 upvote
  > **Top comment:** "You have to practice more and more ."
- Title: [How much accurate is OCR](https://www.g2.com/discussions/how-much-accurate-is-ocr) — 7 comments, 1 upvote
  > **Top comment:** "UiPath uses many different methods of text recognition and reading, including multiple OCR engines such as Microsoft and Google, all of which are very reliable."
- Title: [Will UI path community edition is always free?and free certification date can be extended?](https://www.g2.com/discussions/will-ui-path-community-edition-is-always-free-and-free-certification-date-can-be-extended) — 6 comments, 1 upvote
  > **Top comment:** "Answer to first question is definitely yes: at Las Vegas UiPath Forward III last October they confirmed that community edition will still be free in the next..."
- Title: [What is the most unique feature of UiPath?](https://www.g2.com/discussions/14565-what-is-the-most-unique-feature-of-uipath) — 6 comments, 1 upvote
  > **Top comment:** "I would say the friendly and visual environment"

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**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/python-rpa-vs-uipath-agentic-automation)