# InfluxDB, The PI System vs Snowflake Comparison

| | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Star Rating** | 4.4 out of 5 | 4.6 out of 5 | 4.6 out of 5 | 
| **Total Reviews** | 101 | 21 | 754 | 
| **Largest Market Segment** | Small-Business (59.2% of reviews) | Mid-Market (42.1% of reviews) | Mid-Market (44.7% of reviews) | 
| **Entry Level Price** | $0.00 | No pricing available | $2 Compute/Hour | 

---
## Top Pros & Cons

### InfluxDB

**Not enough data**

### The PI System


Cons:
- Complex Usability (1 reviews)
- UX Design (1 reviews)

### Snowflake

Pros:
- Ease of Use (183 reviews)
- Features (118 reviews)

Cons:
- Expensive (91 reviews)
- Feature Limitations (54 reviews)

---
## Ratings Comparison
| Rating | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
  | **Meets Requirements** | 8.7 (82 reviews) | 9.2 (17 reviews) | 9.1 (576 reviews) | 
  | **Ease of Use** | 8.5 (83 reviews) | 8.5 (17 reviews) | 9.0 (614 reviews) | 
  | **Ease of Setup** | 8.9 (50 reviews) | 9.2 (8 reviews) | 8.9 (398 reviews) | 
  | **Ease of Admin** | 8.7 (48 reviews) | 9.7 (5 reviews) | 8.7 (212 reviews) | 
  | **Quality of Support** | 8.6 (74 reviews) | 8.2 (16 reviews) | 8.7 (529 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.1 (37 reviews) | 9.4 (6 reviews) | 9.0 (214 reviews) | 
  | **Product Direction (% positive)** | 8.6 (84 reviews) | 7.3 (17 reviews) | 9.3 (545 reviews) | 

---
## Pricing

### InfluxDB

#### Entry-Level Pricing

Plan: Free

Price: $0.00

Description: Rate-limited plan for quickly and easily getting started with InfluxDB.

Key Features:
- Writes: 5MB/5 minutes
- Queries: 300MB/5 minutes
- Dashboards: 5

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

#### Free Trial

Yes

### The PI System

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### Snowflake

#### Entry-Level Pricing

Plan: Standard

Price: $2 Compute/Hour

Description: Compute usage is billed on a per-second basis, with a minimum of 60 seconds. You can secure price discounts with pre-purchased Snowflake capacity options. 

Key Features:
- Complete SQL Data Warehouse
- Secure Data Sharing across regions / clouds
- Premier Support 24 x 365

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

#### Free Trial

Yes

---
## Features Comparison By Category

### Meter Data Management Systems

| Product | Score | Reviews |
|---|---|---|
| **InfluxDB** | N/A | N/A |
| **The PI System** | N/A | N/A |
| **Snowflake** | N/A | N/A |

#### Data Management

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Data Quality - Meter Data Management** | Not enough data | Not enough data | Not enough data | 
| **Data Aggregation - Meter Data Management** | Not enough data | Not enough data | Not enough data | 
| **Compliance - Meter Data Management** | Not enough data | Not enough data | Not enough data | 

#### Assets Management

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Asset Quality Assurance - Meter Data Management** | Not enough data | Not enough data | Not enough data | 
| **Smart Meter Deployment - Meter Data Management** | Not enough data | Not enough data | Not enough data | 
| **Energy Resource Management - Meter Data Management** | Not enough data | Not enough data | Not enough data | 

### Data Governance

| Product | Score | Reviews |
|---|---|---|
| **InfluxDB** | N/A | N/A |
| **The PI System** | N/A | N/A |
| **Snowflake** | N/A | N/A |

#### Administration

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Data Modelling** | Not enough data | Not enough data | Not enough data | 
| **Recommendations** | Not enough data | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | Not enough data | 
| **Dashboards and Visualizations** | Not enough data | Not enough data | Not enough data | 

#### Management

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Business Glossary** | Not enough data | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | Not enough data | 
| **Data Profililng** | Not enough data | Not enough data | Not enough data | 
| **Reporting and Visualization** | Not enough data | Not enough data | Not enough data | 
| **Data Lineage** | Not enough data | Not enough data | Not enough data | 

#### Compliance

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Sensitive Data Compliance** | Not enough data | Not enough data | Not enough data | 
| **Training and Guidelines** | Not enough data | Not enough data | Not enough data | 
| **Policy Enforcement** | Not enough data | Not enough data | Not enough data | 
| **Compliance Monitoring** | Not enough data | Not enough data | Not enough data | 

#### Security

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Access Control** | Not enough data | Not enough data | Not enough data | 
| **Roles Management** | Not enough data | Not enough data | Not enough data | 
| **Compliance Management** | Not enough data | Not enough data | Not enough data | 

#### Data Quality

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Data Preparation** | Not enough data | Not enough data | Not enough data | 
| **Data Distribution** | Not enough data | Not enough data | Not enough data | 
| **Data Unification** | Not enough data | Not enough data | Not enough data | 

#### Maintainence

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Data Quality Management** | Not enough data | Not enough data | Not enough data | 
| **Policy Management** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Data Governance

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Manufacturing Intelligence

| Product | Score | Reviews |
|---|---|---|
| **InfluxDB** | N/A | N/A |
| **The PI System** | 8.6/10 | 6 |
| **Snowflake** | N/A | N/A |

#### Data Management

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Aggregation** | Not enough data | 9.0 (5 reviews) | Not enough data | 
| **Data Models** | Not enough data | Not enough data | Not enough data | 
| **Propagation** | Not enough data | Not enough data | Not enough data | 
| **Data Collection** | Not enough data | 8.7 (5 reviews) | Not enough data | 
| **Cleansing** | Not enough data | Not enough data | Not enough data | 

#### Analytics

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **KPIs** | Not enough data | Not enough data | Not enough data | 
| **Real Time** | Not enough data | 8.7 (5 reviews) | Not enough data | 
| **Dashboards** | Not enough data | 8.0 (5 reviews) | Not enough data | 

#### Agentic AI -  Manufacturing Intelligence

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 

### MLOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **InfluxDB** | N/A | N/A |
| **The PI System** | N/A | N/A |
| **Snowflake** | 9.2/10 | 14 |

#### Deployment

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Language Flexibility** | Not enough data | Not enough data | 9.2 (13 reviews) | 
| **Framework Flexibility** | Not enough data | Not enough data | 9.0 (13 reviews) | 
| **Versioning** | Not enough data | Not enough data | 9.1 (13 reviews) | 
| **Ease of Deployment** | Not enough data | Not enough data | 9.4 (13 reviews) | 
| **Scalability** | Not enough data | Not enough data | 9.4 (13 reviews) | 

#### Deployment

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Language Flexibility** | Not enough data | Not enough data | 9.4 (11 reviews) | 
| **Framework Flexibility** | Not enough data | Not enough data | 9.5 (11 reviews) | 
| **Versioning** | Not enough data | Not enough data | 9.5 (11 reviews) | 
| **Ease of Deployment** | Not enough data | Not enough data | 9.5 (11 reviews) | 
| **Scalability** | Not enough data | Not enough data | 9.4 (11 reviews) | 

#### Management

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Cataloging** | Not enough data | Not enough data | 9.0 (13 reviews) | 
| **Monitoring** | Not enough data | Not enough data | 9.0 (12 reviews) | 
| **Governing** | Not enough data | Not enough data | 9.2 (13 reviews) | 
| **Model Registry** | Not enough data | Not enough data | 9.1 (13 reviews) | 

#### Operations

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Metrics** | Not enough data | Not enough data | 8.9 (11 reviews) | 
| **Infrastructure management** | Not enough data | Not enough data | 8.9 (11 reviews) | 
| **Collaboration** | Not enough data | Not enough data | 9.5 (11 reviews) | 

#### Management

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Cataloging** | Not enough data | Not enough data | 9.2 (11 reviews) | 
| **Monitoring** | Not enough data | Not enough data | 9.3 (10 reviews) | 
| **Governing** | Not enough data | Not enough data | 8.8 (11 reviews) | 

#### Generative AI

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 8.6 (11 reviews) | 
| **AI Text Summarization** | Not enough data | Not enough data | 8.5 (11 reviews) | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **InfluxDB** | N/A | N/A |
| **The PI System** | N/A | N/A |
| **Snowflake** | 8.7/10 | 38 |

#### System

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Data Ingestion & Wrangling** | Not enough data | Not enough data | 9.2 (30 reviews) | 

#### Model Development

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Language Support** | Not enough data | Not enough data | 9.1 (31 reviews) | 
| **Drag and Drop** | Not enough data | Not enough data | 8.6 (29 reviews) | 
| **Pre-Built Algorithms** | Not enough data | Not enough data | 8.3 (29 reviews) | 
| **Model Training** | Not enough data | Not enough data | 8.8 (31 reviews) | 

#### Model Development

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Feature Engineering** | Not enough data | Not enough data | 8.8 (29 reviews) | 

#### Machine/Deep Learning Services

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Computer Vision** | Not enough data | Not enough data | 8.6 (29 reviews) | 
| **Natural Language Processing** | Not enough data | Not enough data | 8.6 (30 reviews) | 
| **Natural Language Generation** | Not enough data | Not enough data | 8.4 (29 reviews) | 
| **Artificial Neural Networks** | Not enough data | Not enough data | 8.4 (28 reviews) | 

#### Machine/Deep Learning Services

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Natural Language Understanding** | Not enough data | Not enough data | 8.6 (28 reviews) | 
| **Deep Learning** | Not enough data | Not enough data | 8.6 (26 reviews) | 

#### Deployment

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Managed Service** | Not enough data | Not enough data | 9.2 (32 reviews) | 
| **Application** | Not enough data | Not enough data | 9.0 (29 reviews) | 
| **Scalability** | Not enough data | Not enough data | 9.2 (30 reviews) | 

#### Generative AI

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 8.6 (28 reviews) | 
| **AI Text Summarization** | Not enough data | Not enough data | 8.5 (27 reviews) | 
| **AI Text-to-Image** | Not enough data | Not enough data | 8.5 (26 reviews) | 

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

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 8.4 (15 reviews) | 
| **Multi-step Planning** | Not enough data | Not enough data | 8.4 (15 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 8.5 (14 reviews) | 
| **Adaptive Learning** | Not enough data | Not enough data | 8.6 (14 reviews) | 
| **Natural Language Interaction** | Not enough data | Not enough data | 8.4 (15 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 8.4 (15 reviews) | 
| **Decision Making** | Not enough data | Not enough data | 8.4 (15 reviews) | 

### Data Warehouse

| Product | Score | Reviews |
|---|---|---|
| **InfluxDB** | N/A | N/A |
| **The PI System** | 8.9/10 | 5 |
| **Snowflake** | 8.8/10 | 285 |

#### Data Management

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Data Integration** | Not enough data | 9.0 (5 reviews) | 9.1 (218 reviews) ✓ Verified | 
| **Data Compression** | Not enough data | 9.7 (5 reviews) | 8.9 (179 reviews) ✓ Verified | 
| **Data Quality** | Not enough data | 9.0 (5 reviews) | 9.1 (192 reviews) ✓ Verified | 
| **Built-In Data Analytics** | Not enough data | 9.3 (5 reviews) | 8.4 (189 reviews) ✓ Verified | 
| **In-Database Machine Learning** | Not enough data | 8.7 (5 reviews) | 8.2 (168 reviews) ✓ Verified | 
| **Data Lake Analytics** | Not enough data | 8.7 (5 reviews) | 8.7 (168 reviews) ✓ Verified | 

#### Integration

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **AI/ ML Integration** | Not enough data | 8.3 (5 reviews) | 8.4 (167 reviews) ✓ Verified | 
| **BI Tool Integration** | Not enough data | 8.7 (5 reviews) | 9.1 (204 reviews) ✓ Verified | 
| **Data lake Integration** | Not enough data | 8.3 (5 reviews) | 8.9 (172 reviews) ✓ Verified | 

#### Deployment

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **On-Premise** | Not enough data | 8.0 (5 reviews) | 7.8 (147 reviews) ✓ Verified | 
| **Cloud** | Not enough data | 8.3 (5 reviews) | 9.3 (210 reviews) ✓ Verified | 

#### Performance 

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Scalability** | Not enough data | 9.0 (5 reviews) | 9.4 (224 reviews) ✓ Verified | 

#### Security

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Data Governance** | Not enough data | 9.3 (5 reviews) | 8.9 (192 reviews) ✓ Verified | 
| **Data Security** | Not enough data | 9.3 (5 reviews) | 9.1 (199 reviews) ✓ Verified | 

#### Generative AI

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | 9.0 (5 reviews) | 8.1 (87 reviews) | 
| **AI Text Summarization** | Not enough data | 9.3 (5 reviews) | 8.2 (85 reviews) | 

### Database Management Systems (DBMS)

| Product | Score | Reviews |
|---|---|---|
| **InfluxDB** | N/A | N/A |
| **The PI System** | N/A | N/A |
| **Snowflake** | 9.2/10 | 109 |

#### Management

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Data dictionary** | Not enough data | Not enough data | 9.0 (86 reviews) | 
| **Data Replication** | Not enough data | Not enough data | 9.2 (87 reviews) | 
| **Query Language** | Not enough data | Not enough data | 9.4 (93 reviews) | 
| **Data Modeling** | Not enough data | Not enough data | 9.0 (91 reviews) | 
| **Performance Analysis** | Not enough data | Not enough data | 9.1 (90 reviews) | 

#### Maintenance

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Data Migration** | Not enough data | Not enough data | 9.3 (89 reviews) | 
| **Backup and Recovery** | Not enough data | Not enough data | 9.0 (88 reviews) | 
| **Multi-User Environment** | Not enough data | Not enough data | 9.3 (91 reviews) | 

#### Security

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Data Encryption** | Not enough data | Not enough data | 9.3 (88 reviews) | 
| **User Access Control** | Not enough data | Not enough data | 9.2 (93 reviews) | 

### Columnar Databases

| Product | Score | Reviews |
|---|---|---|
| **InfluxDB** | N/A | N/A |
| **The PI System** | N/A | N/A |
| **Snowflake** | 9.2/10 | 52 |

#### Storage

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Data Model** | Not enough data | Not enough data | 9.2 (45 reviews) | 
| **Data Types** | Not enough data | Not enough data | 9.2 (45 reviews) | 

#### Availability

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Auto Sharding** | Not enough data | Not enough data | 9.1 (40 reviews) | 
| **Auto Recovery** | Not enough data | Not enough data | 9.2 (38 reviews) | 
| **Data Replication** | Not enough data | Not enough data | 9.2 (42 reviews) | 

#### Performance

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Integrated Cache** | Not enough data | Not enough data | 9.2 (45 reviews) | 

#### Security

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Role-Based Authorization** | Not enough data | Not enough data | 9.1 (45 reviews) | 
| **Authentication** | Not enough data | Not enough data | 9.2 (46 reviews) | 
| **Audit Logs** | Not enough data | Not enough data | 8.9 (39 reviews) | 
| **Encryption** | Not enough data | Not enough data | 9.2 (39 reviews) | 

#### Support

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Multi-Model** | Not enough data | Not enough data | 9.2 (37 reviews) | 
| **Operating Systems** | Not enough data | Not enough data | 9.2 (36 reviews) | 

### Application Development Platforms

| Product | Score | Reviews |
|---|---|---|
| **InfluxDB** | 7.9/10 | 14 |
| **The PI System** | N/A | N/A |
| **Snowflake** | N/A | N/A |

#### Functionality

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Ease of Use** | 8.2 (12 reviews) | Not enough data | Not enough data | 
| **File Management** | 8.5 (9 reviews) | Not enough data | Not enough data | 
| **Multi-Language Support** | 6.9 (8 reviews) | Not enough data | Not enough data | 
| **Customization** | 7.6 (9 reviews) | Not enough data | Not enough data | 
| **Straight-Out-the-Box Functionality** | 8.2 (11 reviews) | Not enough data | Not enough data | 
| **Help Guides** | 8.5 (9 reviews) | Not enough data | Not enough data | 
| **Patching & Updates** | 8.5 (9 reviews) | Not enough data | Not enough data | 

### Data Clean Room

| Product | Score | Reviews |
|---|---|---|
| **InfluxDB** | N/A | N/A |
| **The PI System** | N/A | N/A |
| **Snowflake** | 9.2/10 | 27 |

#### Centralized computation

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Centralized Computation** | Not enough data | Not enough data | 9.3 (26 reviews) | 

#### Localized computation

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Localized computation** | Not enough data | Not enough data | 9.1 (25 reviews) | 

### Real-time Analytic Database

| Product | Score | Reviews |
|---|---|---|
| **InfluxDB** | N/A | N/A |
| **The PI System** | N/A | N/A |
| **Snowflake** | N/A | N/A |

#### Query latency

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Lower query latency** | Not enough data | Not enough data | Not enough data | 
| **Continuous queries** | Not enough data | Not enough data | Not enough data | 

#### Data latency

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Lower data latency** | Not enough data | Not enough data | Not enough data | 
| **Data pipeline performance** | Not enough data | Not enough data | Not enough data | 

#### Connectors

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Faster ingestion** | Not enough data | Not enough data | Not enough data | 
| **Built-in connectors** | Not enough data | Not enough data | Not enough data | 

#### Scale

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Linearly scalable database** | Not enough data | Not enough data | Not enough data | 
| **Storage management** | Not enough data | Not enough data | Not enough data | 

#### Architecture

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Data security** | Not enough data | Not enough data | Not enough data | 
| **Lockless architecture** | Not enough data | Not enough data | Not enough data | 

### Big Data Processing and Distribution

| Product | Score | Reviews |
|---|---|---|
| **InfluxDB** | N/A | N/A |
| **The PI System** | N/A | N/A |
| **Snowflake** | 9.1/10 | 120 |

#### Database

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Real-Time Data Collection** | Not enough data | Not enough data | 9.0 (102 reviews) | 
| **Data Distribution** | Not enough data | Not enough data | 9.3 (104 reviews) | 
| **Data Lake** | Not enough data | Not enough data | 9.3 (99 reviews) | 

#### Integrations

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Hadoop Integration** | Not enough data | Not enough data | 8.7 (79 reviews) | 
| **Spark Integration** | Not enough data | Not enough data | 8.7 (84 reviews) | 

#### Platform

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Machine Scaling** | Not enough data | Not enough data | 9.1 (95 reviews) | 
| **Data Preparation** | Not enough data | Not enough data | 9.1 (101 reviews) | 
| **Spark Integration** | Not enough data | Not enough data | 8.7 (84 reviews) | 

#### Processing

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Cloud Processing** | Not enough data | Not enough data | 9.3 (101 reviews) | 
| **Workload Processing** | Not enough data | Not enough data | 9.2 (99 reviews) | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **InfluxDB** | N/A | N/A |
| **The PI System** | N/A | N/A |
| **Snowflake** | 9.0/10 | 107 |

#### Data Transformation

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Real-Time Analytics** | Not enough data | Not enough data | 9.2 (94 reviews) | 
| **Data Querying** | Not enough data | Not enough data | 9.4 (95 reviews) | 

#### Connectivity

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Hadoop Integration** | Not enough data | Not enough data | 8.6 (81 reviews) | 
| **Spark Integration** | Not enough data | Not enough data | 8.7 (82 reviews) | 
| **Multi-Source Analysis** | Not enough data | Not enough data | 9.1 (86 reviews) | 
| **Data Lake** | Not enough data | Not enough data | 9.1 (86 reviews) | 

#### Operations

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Data Visualization** | Not enough data | Not enough data | 8.7 (92 reviews) | 
| **Data Workflow** | Not enough data | Not enough data | 9.2 (85 reviews) | 
| **Governed Discovery** | Not enough data | Not enough data | 8.9 (78 reviews) | 
| **Embedded Analytics** | Not enough data | Not enough data | 8.8 (83 reviews) | 
| **Notebooks** | Not enough data | Not enough data | 8.8 (83 reviews) | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **InfluxDB** | N/A | N/A |
| **The PI System** | N/A | N/A |
| **Snowflake** | N/A | N/A |

#### Building Reports

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | Not enough data | 
| **WYSIWYG Report Design** | Not enough data | Not enough data | Not enough data | 
| **Integration APIs** | Not enough data | Not enough data | Not enough data | 

#### Platform

| Feature | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | Not enough data | 
| **Customization ** | Not enough data | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | Not enough data | 
| **Sandbox / Test Environments** | Not enough data | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | Not enough data | Not enough data | 

---
## Categories

**Unique to InfluxDB (4):** [Real-time Analytic Database Software](https://www.g2.com/categories/real-time-analytic-database), [Time Series Databases](https://www.g2.com/categories/time-series-databases), [Time Series Intelligence Software](https://www.g2.com/categories/time-series-intelligence), [Application Development Platforms ](https://www.g2.com/categories/application-development-platforms)

**Unique to The PI System (6):** [Manufacturing Intelligence Software](https://www.g2.com/categories/manufacturing-intelligence), [Time Series Databases](https://www.g2.com/categories/time-series-databases), [Meter Data Management Systems](https://www.g2.com/categories/meter-data-management-systems), [Stream Analytics Software](https://www.g2.com/categories/stream-analytics), [Data Warehouse Solutions](https://www.g2.com/categories/data-warehouse), [Time Series Intelligence Software](https://www.g2.com/categories/time-series-intelligence)

**Unique to Snowflake (10):** [Data Clean Room Software](https://www.g2.com/categories/data-clean-room), [Columnar Databases](https://www.g2.com/categories/columnar-databases), [MLOps Platforms](https://www.g2.com/categories/mlops-platforms), [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [Big Data Processing And Distribution Systems](https://www.g2.com/categories/big-data-processing-and-distribution), [Big Data Analytics Software](https://www.g2.com/categories/big-data-analytics), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [Database Management Systems (DBMS)](https://www.g2.com/categories/database-management-systems-dbms), [Data Warehouse Solutions](https://www.g2.com/categories/data-warehouse), [Data Governance Tools](https://www.g2.com/categories/data-governance-tools)


---
## Reviewer Demographics

### By Company Size

| Segment | InfluxDB | The PI System | Snowflake | 
|---|---|---|---|
| **Small-Business** | 59.2% | 21.1% | 13.1% | 
| **Mid-Market** | 21.4% | 42.1% | 44.7% | 
| **Enterprise** | 19.4% | 36.8% | 42.2% | 

### By Industry

#### InfluxDB

- **Information Technology and Services:** 23.7%
- **Computer Software:** 18.6%
- **Telecommunications:** 5.2%
- **Financial Services:** 5.2%
- **Automotive:** 4.1%
- **Hospital & Health Care:** 4.1%
- **Industrial Automation:** 4.1%
- **Computer & Network Security:** 3.1%
- **Research:** 2.1%
- **Broadcast Media:** 2.1%
- **Other:** 27.8%

#### The PI System

- **Utilities:** 21.1%
- **Manufacturing:** 15.8%
- **Information Technology and Services:** 15.8%
- **Oil & Energy:** 10.5%
- **Mining & Metals:** 10.5%
- **Computer Software:** 10.5%
- **Food & Beverages:** 5.3%
- **Consumer Goods:** 5.3%
- **Building Materials:** 5.3%

#### Snowflake

- **Information Technology and Services:** 15.3%
- **Computer Software:** 14.0%
- **Financial Services:** 10.0%
- **Marketing and Advertising:** 4.3%
- **Hospital & Health Care:** 3.3%
- **Retail:** 3.3%
- **Insurance:** 3.2%
- **Information Services:** 2.6%
- **Logistics and Supply Chain:** 2.3%
- **Consulting:** 2.2%
- **Other:** 39.4%

---
## Alternatives

### Alternatives to InfluxDB

- [Tiger Data](https://www.g2.com/products/tiger-data/reviews) — 4.6/5 stars (33 reviews)
- [Druid](https://www.g2.com/products/druid/reviews) — 4.3/5 stars (31 reviews)
- [KX](https://www.g2.com/products/kx-kx/reviews) — 4.6/5 stars (51 reviews)
- [Firebase](https://www.g2.com/products/firebase/reviews) — 4.5/5 stars (304 reviews)
- [Android Studio](https://www.g2.com/products/android-studio/reviews) — 4.5/5 stars (644 reviews)
- [Retool](https://www.g2.com/products/retool/reviews) — 4.6/5 stars (358 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews)
- [Visual Studio](https://www.g2.com/products/visual-studio/reviews) — 4.5/5 stars (3981 reviews)
- [Prometheus](https://www.g2.com/products/prometheus/reviews) — 4.5/5 stars (62 reviews)
- [OutSystems](https://www.g2.com/products/outsystems/reviews) — 4.6/5 stars (1423 reviews)

### Alternatives to The PI System

- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (783 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [IBM Db2](https://www.g2.com/products/ibm-db2/reviews) — 4.1/5 stars (682 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1227 reviews)
- [HubSpot Data Hub](https://www.g2.com/products/hubspot-data-hub/reviews) — 4.5/5 stars (576 reviews)
- [Amazon Redshift](https://www.g2.com/products/amazon-redshift/reviews) — 4.3/5 stars (402 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews)
- [Tealium Customer Data Hub](https://www.g2.com/products/tealium-customer-data-hub/reviews) — 4.3/5 stars (474 reviews)
- [Teradata Vantage](https://www.g2.com/products/teradata-teradata-vantage/reviews) — 4.3/5 stars (375 reviews)
- [Epsilon3](https://www.g2.com/products/epsilon3/reviews) — 4.2/5 stars (260 reviews)

### Alternatives to Snowflake

- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (783 reviews)
- [Cloudera Data Platform](https://www.g2.com/products/cloudera-cloudera-data-platform/reviews) — 4.1/5 stars (136 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1227 reviews)
- [Teradata Vantage](https://www.g2.com/products/teradata-teradata-vantage/reviews) — 4.3/5 stars (375 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews)
- [Amazon Redshift](https://www.g2.com/products/amazon-redshift/reviews) — 4.3/5 stars (402 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [OpenText Vertica](https://www.g2.com/products/opentext-vertica/reviews) — 4.3/5 stars (216 reviews)
- [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) — 4.4/5 stars (2280 reviews)

---
## Top Discussions

### InfluxDB

- Title: [Is InfluxDB free to use?](https://www.g2.com/discussions/is-influxdb-free-to-use) — 2 comments
  > **Top comment:** "Yes. We can use the docker image of Influx DB and use it directly on any machine from local server to production server."
- Title: [What is InfluxDB used for?](https://www.g2.com/discussions/what-is-influxdb-used-for) — 1 comment
  > **Top comment:** "It is a time-series database, with high performance and short learning curve."
- Title: [currenlty there is no plugin for getting Hbase metrics using TICK stack, kindly have a look on it so that influx can be more useful.](https://www.g2.com/discussions/25392-currenlty-there-is-no-plugin-for-getting-hbase-metrics-using-tick-stack-kindly-have-a-look-on-it-so-that-influx-can-be-more-useful) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "You may be able to use the Jolokia2 plugin with Telegraf to do this: 

https://github.com/influxdata/telegraf/tree/master/plugins/inputs/jolokia2

There..."
- Title: [Why the CPU usage gets 100% for long time untill I reboot the node?](https://www.g2.com/discussions/why-the-cpu-usage-gets-100-for-long-time-untill-i-reboot-the-node) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Without the logs, it's difficult to tell what may be causing this. Have you reached out to our support team for help..."

### The PI System

No discussions available for this product.

### Snowflake

- Title: [What's the best way to manage change data capture in Snowflake?](https://www.g2.com/discussions/what-s-the-best-way-to-manage-change-data-capture-in-snowflake) — 4 comments, 2 upvotes
  > **Top comment:** "Do. It in the upstream source system using. Somethjng like aws DMS"
- Title: [What is Snowflake used for?](https://www.g2.com/discussions/what-is-snowflake-used-for) — 2 comments, 1 upvote
  > **Top comment:** "For ETL, Data warehouse and data management. "
- Title: [Snowflake - how to connect to Snowflake using NodeJS](https://www.g2.com/discussions/snowflake-how-to-connect-to-snowflake-using-nodejs) — 2 comments, 1 upvote
  > **Top comment:** "Does this help? https://www.ameexusa.com/blogs/connecting-node-js-snowflake"
- Title: [What is the difference between Snowflake vs Redshift? Which one is Good to Learn.](https://www.g2.com/discussions/what-is-the-difference-between-snowflake-vs-redshift-which-one-is-good-to-learn) — 2 comments, 1 upvote
  > **Top comment:** "I have take up the Snowflake and it is the much interesting on than Redshift. You can for other courses from https://attariclasses.in/"
- Title: [which is best snowflake or My sql](https://www.g2.com/discussions/which-is-best-snowflake-or-my-sql) — 2 comments, 1 upvote
  > **Top comment:** "Depends on your needs.  MySQL is open source/free.   It or Postgres (another open source db) is good for pretty much any normal need.   You can install on..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/influxdata-influxdb-vs-the-pi-system-vs-snowflake)