# Palantir Foundry, Gemini Enterprise Agent Platform vs Amazon SageMaker Comparison

| | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Star Rating** | 4.1 out of 5 | 4.3 out of 5 | 4.2 out of 5 | 
| **Total Reviews** | 14 | 657 | 55 | 
| **Largest Market Segment** | Small-Business (35.7% of reviews) | Small-Business (42.4% of reviews) | Mid-Market (34.7% of reviews) | 
| **Entry Level Price** | No pricing available | Pay As You Go Per Month | No pricing available | 

---
## Top Pros & Cons

### Palantir Foundry

Pros:
- AI Capabilities (1 reviews)
- AI Features (1 reviews)

Cons:
- Expensive (1 reviews)
- Limited Customization (1 reviews)

### Gemini Enterprise Agent Platform

Pros:
- Ease of Use (162 reviews)
- Model Variety (114 reviews)

Cons:
- Expensive (75 reviews)
- Learning Curve (63 reviews)

### Amazon SageMaker

Pros:
- Ease of Use (3 reviews)
- AI Integration (2 reviews)

Cons:
- Expensive (3 reviews)
- Complexity (2 reviews)

---
## Ratings Comparison
| Rating | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
  | **Meets Requirements** | 7.9 (11 reviews) | 8.6 (391 reviews) | 8.6 (44 reviews) | 
  | **Ease of Use** | 7.6 (11 reviews) | 8.2 (402 reviews) | 8.3 (45 reviews) | 
  | **Ease of Setup** | Not enough data | 8.1 (324 reviews) | 8.3 (32 reviews) | 
  | **Ease of Admin** | Not enough data | 7.9 (150 reviews) | 8.4 (20 reviews) | 
  | **Quality of Support** | 7.7 (11 reviews) | 8.1 (367 reviews) | 8.6 (39 reviews) | 
  | **Has the product been a good partner in doing business?** | Not enough data | 8.3 (144 reviews) | 9.2 (20 reviews) | 
  | **Product Direction (% positive)** | 6.4 (13 reviews) | 9.2 (384 reviews) | 8.9 (41 reviews) | 

---
## Pricing

### Palantir Foundry

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### Gemini Enterprise Agent Platform

#### Entry-Level Pricing

Plan: Try Vertex AI Free

Price: Pay As You Go Per Month

Description: New customers get $300 in free credits to spend on Vertex AI.

Key Features:
- A unified UI for the entire ML workflow
- Pre-trained APIs for vision, video, natural language, and more
- End-to-end integration for data and AI

[Learn more about Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews)

#### Free Trial

No

### Amazon SageMaker

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

---
## Features Comparison By Category

### Data Preparation

| Product | Score | Reviews |
|---|---|---|
| **Palantir Foundry** | 7.1/10 | 7 |
| **Gemini Enterprise Agent Platform** | N/A | N/A |
| **Amazon SageMaker** | N/A | N/A |

#### Data Source Access

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Breadth of Data Sources** | 7.6 (7 reviews) | Not enough data | Not enough data | 
| **Ease of Data Connectivity** | 6.7 (7 reviews) | Not enough data | Not enough data | 
| **API Connectivity** | 6.4 (6 reviews) | Not enough data | Not enough data | 

#### Data Interaction

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Profiling and Classification** | 7.2 (6 reviews) | Not enough data | Not enough data | 
| **Metadata Management** | 6.9 (6 reviews) | Not enough data | Not enough data | 
| **Data Modeling** | 7.4 (7 reviews) | Not enough data | Not enough data | 
| **Data Joining** | 6.9 (6 reviews) | Not enough data | Not enough data | 
| **Data Blending** | 6.9 (6 reviews) | Not enough data | Not enough data | 
| **Data Quality and Cleansing** | 7.2 (6 reviews) | Not enough data | Not enough data | 
| **Data Sharing** | 6.9 (6 reviews) | Not enough data | Not enough data | 
| **Data Governance** | 7.9 (7 reviews) | Not enough data | Not enough data | 

#### Data Exporting

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Breadth of Integrations** | 6.9 (6 reviews) | Not enough data | Not enough data | 
| **Ease of Integrations** | 7.5 (6 reviews) | Not enough data | Not enough data | 
| **Data Workflows** | 7.6 (7 reviews) | Not enough data | Not enough data | 

#### Generative AI

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 

### MLOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Palantir Foundry** | N/A | N/A |
| **Gemini Enterprise Agent Platform** | 8.4/10 | 87 |
| **Amazon SageMaker** | N/A | N/A |

#### Deployment

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Language Flexibility** | Not enough data | 8.4 (76 reviews) | Not enough data | 
| **Framework Flexibility** | Not enough data | 8.1 (78 reviews) | Not enough data | 
| **Versioning** | Not enough data | 8.3 (76 reviews) | Not enough data | 
| **Ease of Deployment** | Not enough data | 8.4 (76 reviews) | Not enough data | 
| **Scalability** | Not enough data | 8.8 (75 reviews) | Not enough data | 

#### Deployment

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Language Flexibility** | Not enough data | 8.5 (75 reviews) | Not enough data | 
| **Framework Flexibility** | Not enough data | 8.3 (73 reviews) | Not enough data | 
| **Versioning** | Not enough data | 8.4 (72 reviews) | Not enough data | 
| **Ease of Deployment** | Not enough data | 8.6 (74 reviews) | Not enough data | 
| **Scalability** | Not enough data | 8.7 (71 reviews) | Not enough data | 

#### Management

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Cataloging** | Not enough data | 8.2 (71 reviews) | Not enough data | 
| **Monitoring** | Not enough data | 8.5 (73 reviews) | Not enough data | 
| **Governing** | Not enough data | 8.0 (71 reviews) | Not enough data | 
| **Model Registry** | Not enough data | 8.1 (70 reviews) | Not enough data | 

#### Operations

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Metrics** | Not enough data | 8.2 (70 reviews) | Not enough data | 
| **Infrastructure management** | Not enough data | 8.5 (71 reviews) | Not enough data | 
| **Collaboration** | Not enough data | 8.3 (71 reviews) | Not enough data | 

#### Management

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Cataloging** | Not enough data | 8.1 (69 reviews) | Not enough data | 
| **Monitoring** | Not enough data | 8.4 (72 reviews) | Not enough data | 
| **Governing** | Not enough data | 8.3 (70 reviews) | Not enough data | 

#### Generative AI

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | 8.4 (37 reviews) | Not enough data | 
| **AI Text Summarization** | Not enough data | 8.6 (37 reviews) | Not enough data | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Palantir Foundry** | 7.3/10 | 5 |
| **Gemini Enterprise Agent Platform** | 8.2/10 | 253 |
| **Amazon SageMaker** | 8.8/10 | 44 |

#### System

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Data Ingestion & Wrangling** | Not enough data | 8.2 (170 reviews) | 8.5 (22 reviews) | 

#### Model Development

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Language Support** | Not enough data | 8.5 (207 reviews) | 8.8 (30 reviews) | 
| **Drag and Drop** | Not enough data | 7.9 (180 reviews) | 8.2 (28 reviews) | 
| **Pre-Built Algorithms** | Not enough data | 8.5 (205 reviews) | 8.3 (33 reviews) | 
| **Model Training** | Not enough data | 8.5 (207 reviews) | 8.9 (34 reviews) | 

#### Model Development

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Feature Engineering** | Not enough data | 8.2 (164 reviews) | 8.4 (19 reviews) | 

#### Machine/Deep Learning Services

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Computer Vision** | Not enough data | 8.3 (202 reviews) | 8.9 (26 reviews) | 
| **Natural Language Processing** | Not enough data | 8.5 (201 reviews) | 9.1 (28 reviews) | 
| **Natural Language Generation** | Not enough data | 8.2 (198 reviews) | 8.9 (25 reviews) | 
| **Artificial Neural Networks** | Not enough data | 8.3 (179 reviews) | 9.0 (28 reviews) | 

#### Machine/Deep Learning Services

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Natural Language Understanding** | Not enough data | 8.5 (164 reviews) | 9.2 (17 reviews) | 
| **Deep Learning** | Not enough data | 8.5 (163 reviews) | 9.2 (18 reviews) | 

#### Deployment

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Managed Service** | Not enough data | 8.3 (211 reviews) | 8.8 (37 reviews) | 
| **Application** | 7.3 (5 reviews) | 8.3 (201 reviews) | 8.7 (35 reviews) | 
| **Scalability** | Not enough data | 8.6 (206 reviews) | 9.0 (35 reviews) | 

#### Generative AI

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | 8.3 (107 reviews) | 8.6 (6 reviews) | 
| **AI Text Summarization** | Not enough data | 8.3 (103 reviews) | 9.2 (6 reviews) | 
| **AI Text-to-Image** | Not enough data | 8.2 (103 reviews) | 8.3 (5 reviews) | 

#### Agentic AI - Data Science and Machine Learning Platforms

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 8.2 (37 reviews) | Not enough data | 
| **Multi-step Planning** | Not enough data | 7.9 (35 reviews) | Not enough data | 
| **Cross-system Integration** | Not enough data | 7.7 (37 reviews) | 9.2 (6 reviews) | 
| **Adaptive Learning** | Not enough data | 7.8 (32 reviews) | Not enough data | 
| **Natural Language Interaction** | Not enough data | 8.4 (35 reviews) | Not enough data | 
| **Proactive Assistance** | Not enough data | 7.4 (33 reviews) | Not enough data | 
| **Decision Making** | Not enough data | 7.6 (34 reviews) | Not enough data | 

### Data Fabric

| Product | Score | Reviews |
|---|---|---|
| **Palantir Foundry** | N/A | N/A |
| **Gemini Enterprise Agent Platform** | N/A | N/A |
| **Amazon SageMaker** | N/A | N/A |

#### Data Management

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Data Integration** | Not enough data | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | Not enough data | 
| **Multi - Platform** | Not enough data | Not enough data | Not enough data | 
| **Metadata** | Not enough data | Not enough data | Not enough data | 

#### Analytics

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Data Analytics** | Not enough data | Not enough data | Not enough data | 

#### Security

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Compliance** | Not enough data | Not enough data | Not enough data | 
| **Governance** | Not enough data | Not enough data | Not enough data | 
| **Data Protection** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **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 Fabric

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **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 | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### iPaaS

| Product | Score | Reviews |
|---|---|---|
| **Palantir Foundry** | N/A | N/A |
| **Gemini Enterprise Agent Platform** | N/A | N/A |
| **Amazon SageMaker** | N/A | N/A |

#### Development 

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Real-Time Integration** | Not enough data | Not enough data | Not enough data | 
| **API Designer** | Not enough data | Not enough data | Not enough data | 
| **Flow Designer** | Not enough data | Not enough data | Not enough data | 
| **Pre-Built Connectors** | Not enough data | Not enough data | Not enough data | 
| **Custom Connectors** | Not enough data | Not enough data | Not enough data | 
| **Reusable connectors** | Not enough data | Not enough data | Not enough data | 
| **Multi - tenant architecture** | Not enough data | Not enough data | Not enough data | 

#### Management 

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Monitoring & Notification** | Not enough data | Not enough data | Not enough data | 
| **Routing And Orchestration** | Not enough data | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | Not enough data | 
| **Data Transformation** | Not enough data | Not enough data | Not enough data | 
| **API Management** | Not enough data | Not enough data | Not enough data | 

#### Security

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Data Encryption** | Not enough data | Not enough data | Not enough data | 
| **Security Standards** | Not enough data | Not enough data | Not enough data | 
| **Communication Protocol** | Not enough data | Not enough data | Not enough data | 

#### Integration Options

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Data Virtualization** | Not enough data | Not enough data | Not enough data | 
| **Managed File Transfers** | Not enough data | Not enough data | Not enough data | 
| **Big Data Processing** | Not enough data | Not enough data | Not enough data | 
| **EDI** | Not enough data | Not enough data | Not enough data | 

#### Deployment 

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Hybrid** | Not enough data | Not enough data | Not enough data | 
| **Cloud to Cloud** | Not enough data | Not enough data | Not enough data | 

### Master Data Management (MDM)

| Product | Score | Reviews |
|---|---|---|
| **Palantir Foundry** | N/A | N/A |
| **Gemini Enterprise Agent Platform** | N/A | N/A |
| **Amazon SageMaker** | N/A | N/A |

#### Management

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Hierarchy Management** | Not enough data | Not enough data | Not enough data | 
| **Reference Data Management** | Not enough data | Not enough data | Not enough data | 
| **Data Lineage** | Not enough data | Not enough data | Not enough data | 
| **Metadata Management** | Not enough data | Not enough data | Not enough data | 

#### Functionality 

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Multi-Domain** | Not enough data | Not enough data | Not enough data | 
| **Match & Merge** | Not enough data | Not enough data | Not enough data | 
| **Relationship Mapping** | Not enough data | Not enough data | Not enough data | 
| **User Interface** | Not enough data | Not enough data | Not enough data | 

#### Security

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Data Governance** | Not enough data | Not enough data | Not enough data | 
| **Data Masking** | Not enough data | Not enough data | Not enough data | 

### Generative AI Infrastructure

| Product | Score | Reviews |
|---|---|---|
| **Palantir Foundry** | N/A | N/A |
| **Gemini Enterprise Agent Platform** | 8.4/10 | 36 |
| **Amazon SageMaker** | N/A | N/A |

#### Scalability and Performance - Generative AI Infrastructure

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **AI High Availability** | Not enough data | 9.0 (31 reviews) | Not enough data | 
| **AI Model Training Scalability** | Not enough data | 8.7 (32 reviews) | Not enough data | 
| **AI Inference Speed** | Not enough data | 8.6 (31 reviews) | Not enough data | 

#### Cost and Efficiency - Generative AI Infrastructure

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **AI Cost per API Call** | Not enough data | 8.0 (34 reviews) | Not enough data | 
| **AI Resource Allocation Flexibility** | Not enough data | 7.7 (31 reviews) | Not enough data | 
| **AI Energy Efficiency** | Not enough data | 8.1 (30 reviews) | Not enough data | 

#### Integration and Extensibility - Generative AI Infrastructure

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **AI Multi-cloud Support** | Not enough data | 8.5 (30 reviews) | Not enough data | 
| **AI Data Pipeline Integration** | Not enough data | 8.3 (32 reviews) | Not enough data | 
| **AI API Support and Flexibility** | Not enough data | 8.5 (31 reviews) | Not enough data | 

#### Security and Compliance - Generative AI Infrastructure

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **AI GDPR and Regulatory Compliance** | Not enough data | 8.7 (30 reviews) | Not enough data | 
| **AI Role-based Access Control** | Not enough data | 8.3 (32 reviews) | Not enough data | 
| **AI Data Encryption** | Not enough data | 8.9 (30 reviews) | Not enough data | 

#### Usability and Support - Generative AI Infrastructure

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **AI Documentation Quality** | Not enough data | 8.2 (31 reviews) | Not enough data | 
| **AI Community Activity** | Not enough data | 8.5 (31 reviews) | Not enough data | 

### Machine Learning

| Product | Score | Reviews |
|---|---|---|
| **Palantir Foundry** | N/A | N/A |
| **Gemini Enterprise Agent Platform** | 8.5/10 | 71 |
| **Amazon SageMaker** | N/A | N/A |

#### Integration - Machine Learning

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Integration** | Not enough data | 8.5 (66 reviews) | Not enough data | 

#### Learning - Machine Learning

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Training Data** | Not enough data | 8.5 (64 reviews) | Not enough data | 
| **Actionable Insights** | Not enough data | 8.3 (63 reviews) | Not enough data | 
| **Algorithm** | Not enough data | 8.8 (64 reviews) | Not enough data | 

### Large Language Model Operationalization (LLMOps)

| Product | Score | Reviews |
|---|---|---|
| **Palantir Foundry** | N/A | N/A |
| **Gemini Enterprise Agent Platform** | 9.0/10 | 26 |
| **Amazon SageMaker** | N/A | N/A |

#### Prompt Engineering - Large Language Model Operationalization (LLMOps) 

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Prompt Optimization Tools** | Not enough data | 8.8 (24 reviews) | Not enough data | 
| **Template Library** | Not enough data | 9.0 (24 reviews) | Not enough data | 

#### Inference Optimization - Large Language Model Operationalization (LLMOps)

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Batch Processing Support** | Not enough data | 8.8 (22 reviews) | Not enough data | 

#### Model Garden - Large Language Model Operationalization (LLMOps)

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Model Comparison Dashboard** | Not enough data | 9.3 (25 reviews) | Not enough data | 

#### Custom Training - Large Language Model Operationalization (LLMOps)

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Fine-Tuning Interface** | Not enough data | 9.1 (24 reviews) | Not enough data | 

#### Application Development - Large Language Model Operationalization (LLMOps) 

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **SDK & API Integrations** | Not enough data | 9.2 (23 reviews) | Not enough data | 

#### Model Deployment - Large Language Model Operationalization (LLMOps) 

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **One-Click Deployment** | Not enough data | 9.0 (23 reviews) | Not enough data | 
| **Scalability Management** | Not enough data | 8.7 (22 reviews) | Not enough data | 

#### Guardrails - Large Language Model Operationalization (LLMOps)

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Content Moderation Rules** | Not enough data | 8.7 (23 reviews) | Not enough data | 
| **Policy Compliance Checker** | Not enough data | 8.9 (22 reviews) | Not enough data | 

#### Model Monitoring - Large Language Model Operationalization (LLMOps)

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Drift Detection Alerts** | Not enough data | 8.7 (21 reviews) | Not enough data | 
| **Real-Time Performance Metrics** | Not enough data | 9.1 (22 reviews) | Not enough data | 

#### Security - Large Language Model Operationalization (LLMOps)

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Data Encryption Tools** | Not enough data | 9.1 (22 reviews) | Not enough data | 
| **Access Control Management** | Not enough data | 9.0 (23 reviews) | Not enough data | 

#### Gateways & Routers - Large Language Model Operationalization (LLMOps)

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Request Routing Optimization** | Not enough data | 8.9 (22 reviews) | Not enough data | 

### AI Agent Builders

| Product | Score | Reviews |
|---|---|---|
| **Palantir Foundry** | N/A | N/A |
| **Gemini Enterprise Agent Platform** | 8.0/10 | 30 |
| **Amazon SageMaker** | N/A | N/A |

#### Customization - AI Agent Builders

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Natural Language Configuration** | Not enough data | 8.6 (28 reviews) | Not enough data | 
| **Tone Customization** | Not enough data | 7.6 (27 reviews) | Not enough data | 
| **Security Guardrails** | Not enough data | 8.3 (26 reviews) | Not enough data | 

#### Functionality - AI Agent Builders

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Omni-channel Support** | Not enough data | 8.1 (27 reviews) | Not enough data | 
| **Agent Branding** | Not enough data | 7.3 (27 reviews) | Not enough data | 
| **Proactive Response Capabilities** | Not enough data | 8.2 (26 reviews) | Not enough data | 
| **Seamless Human Escalation** | Not enough data | 7.2 (27 reviews) | Not enough data | 

#### Data and Analytics - AI Agent Builders

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Analytics & Reporting** | Not enough data | 7.8 (26 reviews) | Not enough data | 
| **Contextual Awareness** | Not enough data | 7.9 (27 reviews) | Not enough data | 
| **Data Privacy Compliance** | Not enough data | 8.1 (28 reviews) | Not enough data | 

#### Integration - AI Agent Builders

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Workflow Automation** | Not enough data | 8.8 (28 reviews) | Not enough data | 
| **API Usage** | Not enough data | 8.2 (30 reviews) | Not enough data | 
| **Platform Interoperability** | Not enough data | 8.1 (28 reviews) | Not enough data | 
| **CRM Data Integration** | Not enough data | 7.5 (27 reviews) | Not enough data | 

### Low-Code Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Palantir Foundry** | N/A | N/A |
| **Gemini Enterprise Agent Platform** | N/A | N/A |
| **Amazon SageMaker** | N/A | N/A |

#### Data Ingestion & Preparation - Low-Code Machine Learning Platforms

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Automatic Data Profiling & Quality Assessment** | Not enough data | Not enough data | Not enough data | 
| **Multi‑Source Connector Support** | Not enough data | Not enough data | Not enough data | 
| **Schema Drift / Change Detection** | Not enough data | Not enough data | Not enough data | 

#### Model Construction & Automation - Low-Code Machine Learning Platforms

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Guided Algorithm & Hyperparameter Recommendation** | Not enough data | Not enough data | Not enough data | 
| **Code Extensibility** | Not enough data | Not enough data | Not enough data | 
| **Automated Feature Engineering** | Not enough data | Not enough data | Not enough data | 

### Predictive Analytics

| Product | Score | Reviews |
|---|---|---|
| **Palantir Foundry** | N/A | N/A |
| **Gemini Enterprise Agent Platform** | N/A | N/A |
| **Amazon SageMaker** | N/A | N/A |

#### Statistical Tool

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Scripting** | Not enough data | Not enough data | Not enough data | 
| **Data Mining** | Not enough data | Not enough data | Not enough data | 
| **Algorithms** | Not enough data | Not enough data | Not enough data | 

#### Data Analysis

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Analysis** | Not enough data | Not enough data | Not enough data | 
| **Data Interaction** | Not enough data | Not enough data | Not enough data | 

#### Decision Making

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Modeling** | Not enough data | Not enough data | Not enough data | 
| **Data Visualizations** | Not enough data | Not enough data | Not enough data | 
| **Report Generation** | Not enough data | Not enough data | Not enough data | 
| **Data Unification** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (1):** [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms)

**Unique to Palantir Foundry (6):** [Data Preparation Software](https://www.g2.com/categories/data-preparation), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics), [Master Data Management (MDM) Tools](https://www.g2.com/categories/master-data-management-mdm), [Data Fabric Software](https://www.g2.com/categories/data-fabric), [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [iPaaS Software](https://www.g2.com/categories/ipaas)

**Unique to Gemini Enterprise Agent Platform (6):** [Large Language Model Operationalization (LLMOps) Software](https://www.g2.com/categories/large-language-model-operationalization-llmops), [Generative AI Infrastructure Software](https://www.g2.com/categories/generative-ai-infrastructure), [MLOps Platforms](https://www.g2.com/categories/mlops-platforms), [Machine Learning Software](https://www.g2.com/categories/machine-learning), [ AI Agent Builders Software](https://www.g2.com/categories/ai-agent-builders), [ Low-Code Machine Learning Platforms Software](https://www.g2.com/categories/low-code-machine-learning-platforms)

**Unique to Amazon SageMaker (3):** [MLOps Platforms](https://www.g2.com/categories/mlops-platforms), [Generative AI Infrastructure Software](https://www.g2.com/categories/generative-ai-infrastructure), [ Low-Code Machine Learning Platforms Software](https://www.g2.com/categories/low-code-machine-learning-platforms)


---
## Reviewer Demographics

### By Company Size

| Segment | Palantir Foundry | Gemini Enterprise Agent Platform | Amazon SageMaker | 
|---|---|---|---|
| **Small-Business** | 35.7% | 42.4% | 30.6% | 
| **Mid-Market** | 28.6% | 25.8% | 34.7% | 
| **Enterprise** | 35.7% | 31.8% | 34.7% | 

### By Industry

#### Palantir Foundry

- **Information Technology and Services:** 21.4%
- **Computer Software:** 21.4%
- **Pharmaceuticals:** 14.3%
- **Information Services:** 7.1%
- **Government Administration:** 7.1%
- **Financial Services:** 7.1%
- **Computer & Network Security:** 7.1%
- **Airlines/Aviation:** 7.1%
- **Accounting:** 7.1%

#### Gemini Enterprise Agent Platform

- **Computer Software:** 17.9%
- **Information Technology and Services:** 14.3%
- **Financial Services:** 6.8%
- **Retail:** 3.6%
- **Hospital & Health Care:** 3.4%
- **Consulting:** 3.1%
- **Computer & Network Security:** 3.1%
- **Automotive:** 2.8%
- **Telecommunications:** 2.8%
- **Marketing and Advertising:** 2.4%
- **Other:** 39.9%

#### Amazon SageMaker

- **Information Technology and Services:** 20.4%
- **Computer Software:** 14.3%
- **Internet:** 6.1%
- **Hospital & Health Care:** 6.1%
- **Computer & Network Security:** 4.1%
- **Marketing and Advertising:** 4.1%
- **Education Management:** 4.1%
- **Higher Education:** 4.1%
- **Financial Services:** 4.1%
- **Banking:** 2.0%
- **Other:** 30.6%

---
## Alternatives

### Alternatives to Palantir Foundry

- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (754 reviews)
- [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (798 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (782 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3653 reviews)
- [Dataiku](https://www.g2.com/products/dataiku/reviews) — 4.4/5 stars (198 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1227 reviews)
- [UiPath Agentic Automation](https://www.g2.com/products/uipath-agentic-automation/reviews) — 4.6/5 stars (7574 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)
- [Teradata Vantage](https://www.g2.com/products/teradata-teradata-vantage/reviews) — 4.3/5 stars (374 reviews)

### Alternatives to Gemini Enterprise Agent Platform

- [Dataiku](https://www.g2.com/products/dataiku/reviews) — 4.4/5 stars (198 reviews)
- [Azure Machine Learning](https://www.g2.com/products/microsoft-azure-machine-learning/reviews) — 4.3/5 stars (90 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (782 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (516 reviews)
- [MATLAB](https://www.g2.com/products/matlab/reviews) — 4.5/5 stars (770 reviews)
- [IBM Watson Studio](https://www.g2.com/products/ibm-watson-studio/reviews) — 4.2/5 stars (167 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews)
- [AWS Bedrock](https://www.g2.com/products/aws-bedrock/reviews) — 4.3/5 stars (67 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews)
- [Botpress](https://www.g2.com/products/botpress/reviews) — 4.5/5 stars (492 reviews)

### Alternatives to Amazon SageMaker

- [Dataiku](https://www.g2.com/products/dataiku/reviews) — 4.4/5 stars (198 reviews)
- [Azure Machine Learning](https://www.g2.com/products/microsoft-azure-machine-learning/reviews) — 4.3/5 stars (90 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews)
- [IBM Watson Studio](https://www.g2.com/products/ibm-watson-studio/reviews) — 4.2/5 stars (167 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (516 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (782 reviews)
- [DataRobot](https://www.g2.com/products/datarobot/reviews) — 4.4/5 stars (28 reviews)
- [H2O](https://www.g2.com/products/h2o/reviews) — 4.5/5 stars (24 reviews)
- [Google Cloud AutoML](https://www.g2.com/products/google-cloud-automl/reviews) — 4.1/5 stars (22 reviews)
- [Posit](https://www.g2.com/products/posit-posit/reviews) — 4.5/5 stars (570 reviews)

---
## Top Discussions

### Palantir Foundry

No discussions available for this product.

### Gemini Enterprise Agent Platform

- Title: [What is Google Cloud AI Platform used for?](https://www.g2.com/discussions/what-is-google-cloud-ai-platform-used-for) — 3 comments, 4 upvotes
  > **Top comment:** "Google cloud AI Platform enables us to build Machine learning models, that works on any type and any size of data. "
- Title: [What software libraries does cloud ML engine support?](https://www.g2.com/discussions/what-software-libraries-does-cloud-ml-engine-support) — 3 comments, 4 upvotes
  > **Top comment:** "Google Cloud ML Engine supports many software libraries, including TensorFlow, scikit-learn, XGBoost, Keras, etc...."
- Title: [What is Google AI platform?](https://www.g2.com/discussions/what-is-google-ai-platform) — 2 comments, 2 upvotes
  > **Top comment:** "The Google AI Platform is a comprehensive set of tools and services provided by Google Cloud to develop, deploy, and manage artificial intelligence. It..."

### Amazon SageMaker

- Title: [What is the best way to integrate Sagemaker models with Kubernetes?](https://www.g2.com/discussions/28784-what-is-the-best-way-to-integrate-sagemaker-models-with-kubernetes) — 1 comment
  > **Top comment:** "https://aws.amazon.com/blogs/machine-learning/introducing-amazon-sagemaker-operators-for-kubernetes/"
- Title: [How do i make this platform reach to most of my developers?](https://www.g2.com/discussions/27976-how-do-i-make-this-platform-reach-to-most-of-my-developers) — 1 comment
  > **Top comment:** "you can manage the access via IAM users and roles and give them access as per their need, Sagemaker by default has all the basic AWS feature and you can..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/palantir-foundry-vs-gemini-enterprise-agent-platform-vs-amazon-sagemaker)