# Cast AI, Vantage vs Google Compute Engine Comparison

| | Cast AI | Vantage | Google Compute Engine | 
|---|---|---|---|
| **Star Rating** | 4.6 out of 5 | 4.7 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 191 | 69 | 952 | 
| **Largest Market Segment** | Mid-Market (52.4% of reviews) | Small-Business (41.8% of reviews) | Small-Business (36.4% of reviews) | 
| **Entry Level Price** | Free | Free Trial | Pay As You Go Per Month | 

---
## Top Pros & Cons

### Cast AI

Pros:
- Cost Management (53 reviews)
- Cost Saving (53 reviews)

Cons:
- Scaling Issues (13 reviews)
- Expensive (12 reviews)

### Vantage

Pros:
- Ease of Use (23 reviews)
- Cost Management (21 reviews)

Cons:
- Limited Customization (7 reviews)
- Missing Features (7 reviews)

### Google Compute Engine

Pros:
- Ease of Use (65 reviews)
- Scalability (60 reviews)

Cons:
- Pricing Issues (42 reviews)
- Expensive (38 reviews)

---
## Ratings Comparison
| Rating | Cast AI | Vantage | Google Compute Engine | 
|---|---|---|---|
  | **Meets Requirements** | 9.0 (125 reviews) | 8.9 (65 reviews) | 9.0 (506 reviews) | 
  | **Ease of Use** | 9.0 (127 reviews) | 8.9 (65 reviews) | 8.7 (508 reviews) | 
  | **Ease of Setup** | 8.6 (116 reviews) | 9.1 (57 reviews) | 8.6 (333 reviews) | 
  | **Ease of Admin** | 9.1 (52 reviews) | 9.1 (28 reviews) | 8.6 (213 reviews) | 
  | **Quality of Support** | 9.2 (120 reviews) | 9.2 (50 reviews) | 8.4 (467 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.4 (53 reviews) | 9.2 (25 reviews) | 8.8 (205 reviews) | 
  | **Product Direction (% positive)** | 9.6 (115 reviews) | 8.9 (63 reviews) | 9.4 (483 reviews) | 

---
## Pricing

### Cast AI

#### Entry-Level Pricing

Plan: Kubernetes cost monitoring

Price: Free

Description: Get unlimited Kubernetes monitoring and cost reduction insights.

Key Features:
- Free Kubernetes cost monitoring
- Actionable cost recommendations
- Analyze unlimited clusters

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

#### Free Trial

Yes

### Vantage

#### Entry-Level Pricing

Plan: Starter

Price: Free Trial

Description: The Vantage Starter tier is free for users with small monthly cloud spend. Understanding cloud costs as early as possible in the life of a business can help prevent costs from spiraling out of control.

Key Features:
- Accrued Cost Reports
- Point-in-time Run Rates
- AWS Tag Support

[Browse all 4 editions](https://www.g2.com/products/vntg-inc-vantage/pricing)

#### Free Trial

Yes

### Google Compute Engine

#### Entry-Level Pricing

Plan: Beyond Free Tier and Free Trial

Price: Pay As You Go Per Month

Description: Pricing for Compute Engine is based on per-second usage of the machine types, persistent disks, and other resources that you select for your virtual machines. 

Key Features:
- Compute Engine charges for usage based on the following price sheet: https://cloud.google.com/compute/all-pricing

[Browse all 2 editions](https://www.g2.com/products/google-compute-engine/pricing)

#### Free Trial

Yes

---
## Features Comparison By Category

### Cloud Cost Management

| Product | Score | Reviews |
|---|---|---|
| **Cast AI** | 8.9/10 | 114 |
| **Vantage** | 8.4/10 | 59 |
| **Google Compute Engine** | N/A | N/A |

#### Operations

| Feature | Cast AI | Vantage | Google Compute Engine | 
|---|---|---|---|
| **Scheduling** | 9.0 (54 reviews) | 7.7 (41 reviews) | Not enough data | 
| **Automation** | 9.4 (104 reviews) | 8.3 (44 reviews) | Not enough data | 
| **Multi-Cloud Management** | 8.5 (39 reviews) | 9.0 (51 reviews) | Not enough data | 
| **Usage Monitoring** | 9.3 (80 reviews) | 8.8 (46 reviews) | Not enough data | 

#### Cost Optimization

| Feature | Cast AI | Vantage | Google Compute Engine | 
|---|---|---|---|
| **Spend Forecasting and Optimization ** | 8.9 (47 reviews) | 8.8 (47 reviews) | Not enough data | 
| **Recommendations  ** | 8.9 (74 reviews) | 8.5 (46 reviews) | Not enough data | 
| **Spend Tracking ** | 8.7 (58 reviews) | 9.3 (56 reviews) | Not enough data | 

#### Administration

| Feature | Cast AI | Vantage | Google Compute Engine | 
|---|---|---|---|
| **Reporting** | 8.2 (57 reviews) | 8.7 (51 reviews) | Not enough data | 
| **Dashboards and Visualizations ** | 8.9 (74 reviews) | 8.6 (56 reviews) | Not enough data | 
| **Compliance** | 8.7 (38 reviews) | 8.5 (42 reviews) | Not enough data | 

#### Agentic AI - Cloud Cost Management

| Feature | Cast AI | Vantage | Google Compute Engine | 
|---|---|---|---|
| **Autonomous Task Execution** | 9.1 (28 reviews) | 7.9 (29 reviews) | Not enough data | 
| **Proactive Assistance** | 9.4 (9 reviews) | 7.8 (28 reviews) | Not enough data | 
| **Decision Making** | 8.7 (20 reviews) | 7.9 (28 reviews) | Not enough data | 

### Cloud Management Platforms

| Product | Score | Reviews |
|---|---|---|
| **Cast AI** | N/A | N/A |
| **Vantage** | N/A | N/A |
| **Google Compute Engine** | 8.6/10 | 153 |

#### Functionality

| Feature | Cast AI | Vantage | Google Compute Engine | 
|---|---|---|---|
| **Cloud Consolidation** | Not enough data | Not enough data | 8.8 (136 reviews) | 
| **Cloud Orchestration** | Not enough data | Not enough data | 8.7 (135 reviews) | 
| **Cloud Optimization** | Not enough data | Not enough data | 8.8 (136 reviews) | 

#### Management

| Feature | Cast AI | Vantage | Google Compute Engine | 
|---|---|---|---|
| **Cloud Cost Analytics** | Not enough data | Not enough data | 8.3 (135 reviews) | 
| **Cloud Security** | Not enough data | Not enough data | 8.9 (136 reviews) | 
| **Cloud Resource Management** | Not enough data | Not enough data | 8.7 (134 reviews) | 
| **Cloud Backup and Recovery** | Not enough data | Not enough data | 8.9 (135 reviews) | 

#### Agentic AI - Cloud Management Platforms

| Feature | Cast AI | Vantage | Google Compute Engine | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 7.9 (14 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 8.6 (14 reviews) | 
| **Decision Making** | Not enough data | Not enough data | 8.3 (14 reviews) | 

### Infrastructure as a Service (IaaS)

| Product | Score | Reviews |
|---|---|---|
| **Cast AI** | N/A | N/A |
| **Vantage** | N/A | N/A |
| **Google Compute Engine** | 8.6/10 | 204 |

#### Infrastructure Provision

| Feature | Cast AI | Vantage | Google Compute Engine | 
|---|---|---|---|
| **Public Cloud** | Not enough data | Not enough data | 8.8 (174 reviews) | 
| **Private Cloud** | Not enough data | Not enough data | 8.4 (173 reviews) | 
| **Hybrid Cloud** | Not enough data | Not enough data | 8.5 (164 reviews) | 
| **Bare Metal** | Not enough data | Not enough data | 7.9 (157 reviews) | 
| **High-Performance Computing (HPC)** | Not enough data | Not enough data | 8.7 (165 reviews) | 
| **Virtual Machines (VMs)** | Not enough data | Not enough data | 9.2 (179 reviews) | 
| **Edge Computing** | Not enough data | Not enough data | 8.3 (159 reviews) | 
| **Virtual Networks** | Not enough data | Not enough data | 8.8 (176 reviews) | 

#### Management

| Feature | Cast AI | Vantage | Google Compute Engine | 
|---|---|---|---|
| **Pay by Usage** | Not enough data | Not enough data | 8.6 (174 reviews) | 
| **Usage Tracking** | Not enough data | Not enough data | 8.7 (170 reviews) | 
| **Performance Tracking** | Not enough data | Not enough data | 8.5 (176 reviews) | 

#### Functionality

| Feature | Cast AI | Vantage | Google Compute Engine | 
|---|---|---|---|
| **Resource Auto-Scaling** | Not enough data | Not enough data | 8.9 (173 reviews) | 

### Server Virtualization

| Product | Score | Reviews |
|---|---|---|
| **Cast AI** | N/A | N/A |
| **Vantage** | N/A | N/A |
| **Google Compute Engine** | 8.6/10 | 125 |

#### Performance

| Feature | Cast AI | Vantage | Google Compute Engine | 
|---|---|---|---|
| **Scalability** | Not enough data | Not enough data | 9.0 (115 reviews) | 
| **Portability** | Not enough data | Not enough data | 8.6 (110 reviews) | 
| **Data Recovery** | Not enough data | Not enough data | 8.5 (109 reviews) | 

#### Functionality

| Feature | Cast AI | Vantage | Google Compute Engine | 
|---|---|---|---|
| **OS Integration** | Not enough data | Not enough data | 8.7 (109 reviews) | 
| **Resource Saving** | Not enough data | Not enough data | 8.6 (108 reviews) | 
| **Performance Management** | Not enough data | Not enough data | 8.7 (110 reviews) | 
| **Security** | Not enough data | Not enough data | 9.1 (114 reviews) | 

#### Agentic AI - Server Virtualization

| Feature | Cast AI | Vantage | Google Compute Engine | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 8.1 (15 reviews) | 
| **Multi-step Planning** | Not enough data | Not enough data | 8.3 (14 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 8.8 (14 reviews) | 
| **Adaptive Learning** | Not enough data | Not enough data | 8.7 (14 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 8.1 (14 reviews) | 
| **Decision Making** | Not enough data | Not enough data | 8.7 (14 reviews) | 

### Auto Scaling

| Product | Score | Reviews |
|---|---|---|
| **Cast AI** | 9.1/10 | 60 |
| **Vantage** | N/A | N/A |
| **Google Compute Engine** | 8.5/10 | 133 |

#### Automated resource scaling

| Feature | Cast AI | Vantage | Google Compute Engine | 
|---|---|---|---|
| **Automatic resource discovery** | 9.2 (28 reviews) | Not enough data | 8.6 (116 reviews) | 
| **Smart scaling** | 9.3 (56 reviews) | Not enough data | 8.9 (118 reviews) | 

#### Scaling strategies

| Feature | Cast AI | Vantage | Google Compute Engine | 
|---|---|---|---|
| **Pre-defined optimization strategies** | 9.0 (29 reviews) | Not enough data | 8.3 (117 reviews) | 
| **Predictive scaling** | 8.7 (27 reviews) | Not enough data | 8.4 (116 reviews) | 

#### Visualization

| Feature | Cast AI | Vantage | Google Compute Engine | 
|---|---|---|---|
| **Unified scaling** | 9.3 (28 reviews) | Not enough data | 8.3 (115 reviews) | 
| **Dashboard** | 8.8 (37 reviews) | Not enough data | 8.4 (116 reviews) | 

---
## Categories

**Unique to Cast AI (4):** [Emerging AI Software](https://www.g2.com/categories/emerging-ai-software), [Auto Scaling Software](https://www.g2.com/categories/auto-scaling), [Cloud Cost Management Tools](https://www.g2.com/categories/cloud-cost-management), [Cloud Management Platforms](https://www.g2.com/categories/cloud-management-platforms)

**Unique to Vantage (1):** [Cloud Cost Management Tools](https://www.g2.com/categories/cloud-cost-management)

**Unique to Google Compute Engine (4):** [Cloud Management Platforms](https://www.g2.com/categories/cloud-management-platforms), [Server Virtualization Software](https://www.g2.com/categories/server-virtualization), [Infrastructure as a Service (IaaS) Software](https://www.g2.com/categories/infrastructure-as-a-service-iaas), [Auto Scaling Software](https://www.g2.com/categories/auto-scaling)


---
## Reviewer Demographics

### By Company Size

| Segment | Cast AI | Vantage | Google Compute Engine | 
|---|---|---|---|
| **Small-Business** | 17.7% | 41.8% | 36.4% | 
| **Mid-Market** | 52.4% | 26.9% | 30.5% | 
| **Enterprise** | 29.9% | 31.3% | 33.1% | 

### By Industry

#### Cast AI

- **Financial Services:** 15.4%
- **Information Technology and Services:** 14.7%
- **Computer Software:** 11.0%
- **Retail:** 7.4%
- **Computer & Network Security:** 5.9%
- **Marketing and Advertising:** 5.9%
- **Automotive:** 4.4%
- **Banking:** 4.4%
- **Insurance:** 3.7%
- **Telecommunications:** 2.2%
- **Other:** 25.0%

#### Vantage

- **Computer Software:** 17.9%
- **Information Technology and Services:** 13.4%
- **Computer & Network Security:** 7.5%
- **Marketing and Advertising:** 7.5%
- **Financial Services:** 7.5%
- **Banking:** 4.5%
- **Construction:** 4.5%
- **Hospital & Health Care:** 3.0%
- **Commercial Real Estate:** 3.0%
- **Music:** 3.0%
- **Other:** 28.4%

#### Google Compute Engine

- **Information Technology and Services:** 20.7%
- **Computer Software:** 19.0%
- **Financial Services:** 6.5%
- **Computer & Network Security:** 4.2%
- **Marketing and Advertising:** 3.2%
- **Retail:** 2.8%
- **Internet:** 2.2%
- **Telecommunications:** 2.1%
- **Hospital & Health Care:** 2.1%
- **Consulting:** 2.0%
- **Other:** 35.4%

---
## Alternatives

### Alternatives to Cast AI

- [IBM Turbonomic](https://www.g2.com/products/ibm-turbonomic/reviews) — 4.4/5 stars (311 reviews)
- [Datadog](https://www.g2.com/products/datadog/reviews) — 4.4/5 stars (705 reviews)
- [Amazon CloudWatch](https://www.g2.com/products/amazon-cloudwatch/reviews) — 4.3/5 stars (402 reviews)
- [Site24x7](https://www.g2.com/products/site24x7/reviews) — 4.6/5 stars (433 reviews)
- [Miro](https://www.g2.com/products/miro/reviews) — 4.6/5 stars (13079 reviews)
- [Ubuntu](https://www.g2.com/products/ubuntu/reviews) — 4.5/5 stars (2389 reviews)
- [Creately](https://www.g2.com/products/creately/reviews) — 4.4/5 stars (1389 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews)
- [Jitterbit](https://www.g2.com/products/jitterbit/reviews) — 4.5/5 stars (605 reviews)
- [QA USA](https://www.g2.com/products/qa-usa/reviews) — 4.7/5 stars (467 reviews)

### Alternatives to Vantage

- [IBM Cloudability](https://www.g2.com/products/ibm-cloudability/reviews) — 4.2/5 stars (202 reviews)
- [Datadog](https://www.g2.com/products/datadog/reviews) — 4.4/5 stars (705 reviews)
- [Site24x7](https://www.g2.com/products/site24x7/reviews) — 4.6/5 stars (433 reviews)
- [ServiceNow IT Asset Management](https://www.g2.com/products/servicenow-it-asset-management/reviews) — 4.3/5 stars (464 reviews)
- [Amazon CloudWatch](https://www.g2.com/products/amazon-cloudwatch/reviews) — 4.3/5 stars (402 reviews)
- [Finout](https://www.g2.com/products/finout/reviews) — 4.5/5 stars (70 reviews)
- [IBM Turbonomic](https://www.g2.com/products/ibm-turbonomic/reviews) — 4.4/5 stars (311 reviews)
- [CloudKeeper](https://www.g2.com/products/cloudkeeper/reviews) — 4.7/5 stars (286 reviews)
- [Harness Platform](https://www.g2.com/products/harness-platform/reviews) — 4.6/5 stars (281 reviews)
- [Vertice](https://www.g2.com/products/vertice/reviews) — 4.6/5 stars (261 reviews)

### Alternatives to Google Compute Engine

- [Azure Virtual Machines](https://www.g2.com/products/azure-virtual-machines/reviews) — 4.4/5 stars (393 reviews)
- [Vultr](https://www.g2.com/products/vultr/reviews) — 4.3/5 stars (286 reviews)
- [Amazon EC2](https://www.g2.com/products/amazon-ec2/reviews) — 4.6/5 stars (1194 reviews)
- [DigitalOcean](https://www.g2.com/products/digitalocean/reviews) — 4.6/5 stars (749 reviews)
- [Akamai Cloud Computing](https://www.g2.com/products/akamai-cloud-computing/reviews) — 4.6/5 stars (406 reviews)
- [Hostwinds](https://www.g2.com/products/hostwinds/reviews) — 4.9/5 stars (438 reviews)
- [VMware vSphere](https://www.g2.com/products/vmware-vsphere/reviews) — 4.5/5 stars (761 reviews)
- [Ubuntu](https://www.g2.com/products/ubuntu/reviews) — 4.5/5 stars (2389 reviews)
- [Red Hat Enterprise Linux](https://www.g2.com/products/red-hat-enterprise-linux/reviews) — 4.6/5 stars (975 reviews)
- [VMware Cloud Foundation](https://www.g2.com/products/vmware-cloud-foundation/reviews) — 4.4/5 stars (621 reviews)

---
## Top Discussions

### Cast AI

- Title: [What is CAST AI used for?](https://www.g2.com/discussions/what-is-cast-ai-used-for) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "CAST AI is an all-in-one Kubernetes cost optimization and automation platform that achieves over 60% average compute cost savings without months of..."

### Vantage

- Title: [Vantage vs CloudZero - what’s the main difference?](https://www.g2.com/discussions/vantage-vs-cloudzero-what-s-the-main-difference) — 1 comment, 7 upvotes
  > **Top comment:** "CloudZero focuses on analytics and product cost allocation, but teams often find it manual, clunky, and slow to implement. Vantage offers a faster, more..."
- Title: [How does Vantage compare to Cloudability (Apptio) for cloud cost management?](https://www.g2.com/discussions/how-does-vantage-compare-to-cloudability-apptio-for-cloud-cost-management) — 1 comment, 7 upvotes
  > **Top comment:** "Cloudability is a well-established tool for cost reporting, but it often requires heavy tagging, long setup times, and manual workflows. Vantage delivers the..."
- Title: [How does Vantage compare to Finout for cloud cost management?](https://www.g2.com/discussions/how-does-vantage-compare-to-finout-for-cloud-cost-management) — 1 comment, 7 upvotes
  > **Top comment:** "Finout helps finance teams focused on reporting and unit economics, but it can be slow to implement and requires more manual setup to maintain. While Vantage..."
- Title: [Is vantage one of the top finops tools for managing cloud cost expenses](https://www.g2.com/discussions/is-vantage-one-of-the-top-finops-tools-for-managing-cloud-cost-expenses) — 1 comment, 7 upvotes
  > **Top comment:** "Yes, Vantage is widely recognized as one of the leading FinOps platforms for managing and optimizing cloud costs. While other tools like Zesty, CloudBolt,..."
- Title: [What is FInOps?](https://www.g2.com/discussions/what-is-finops) — 1 comment, 9 upvotes
  > **Top comment:** "FinOps (short for “Financial Operations”) is a cloud financial management discipline that brings finance, engineering, and operations together to manage..."

### Google Compute Engine

- Title: [What does Google Compute Engine do?](https://www.g2.com/discussions/what-does-google-compute-engine-do) — 4 comments, 1 upvote
  > **Top comment:** "You can deploy a VM instance within minutes via the Google Compute Engine, connect to your instance via SSH, and monitor metrics like CPU, Network, Memory..."
- Title: [What is Google Compute Engine used for?](https://www.g2.com/discussions/what-is-google-compute-engine-used-for) — 2 comments
  > **Top comment:** "Virtual machine implementation in the Cloud"
- Title: [What is a compute instance?](https://www.g2.com/discussions/what-is-a-compute-instance) — 2 comments, 2 upvotes
  > **Top comment:** "It is virtual machine offering from Google Cloud"
- Title: [Is Google Compute Engine PaaS?](https://www.g2.com/discussions/is-google-compute-engine-paas) — 1 comment, 1 upvote
  > **Top comment:** "No"
- Title: [Can I get the manual to understand the different features of it ?](https://www.g2.com/discussions/can-i-get-the-manual-to-understand-the-different-features-of-it) — 1 comment, 1 upvote
  > **Top comment:** "This is the official documentation: https://cloud.google.com/docs
This might help you.
"

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/cast-ai-vs-vntg-inc-vantage-vs-google-compute-engine)