Quick Comparison
Key differences at a glance - coverage, capabilities, and optimization scope.
| Factor | ProsperOps | DeepCost |
|---|---|---|
| Cloud Support | AWS Only No GCP or Azure | AWS, GCP, Azure Full multi-cloud |
| Optimization Scope | RI/SP Only Compute reservations | Full Platform All cost areas |
| Kubernetes Optimization | None Not supported | Full Support Native K8s optimization |
| AI/ML Cost Optimization | None Not supported | Full Support OpenAI, Anthropic, etc. |
| Pricing | % of Savings Percentage-based | From $99/month Transparent flat rate |
Where ProsperOps Excels
ProsperOps' genuine strengths in AWS reservation management.
Autonomous RI/SP Management
ProsperOps provides fully autonomous reserved instance and savings plan management for AWS compute resources with minimal manual intervention.
Deep AWS Coverage
Strong expertise in AWS reserved instances, savings plans, and discount management with years of AWS-specific optimization experience.
Hands-Off Optimization
Fully automated approach to AWS compute reservations means teams don't need to manually manage RI/SP portfolios.
Discount Management Focus
Specialized tools for maximizing AWS discount utilization through intelligent RI and savings plan purchasing strategies.
Where DeepCost is Better
Critical capabilities that make DeepCost the comprehensive choice for modern infrastructure.
True Multi-Cloud Support
Unlike ProsperOps' AWS-only approach, DeepCost optimizes AWS, GCP, and Azure with equal depth and sophistication.
Kubernetes-Native Optimization
Deep Kubernetes cost optimization that ProsperOps doesn't offer - right-sizing, spot instances, cluster efficiency, and more.
AI/ML Cost Optimization
Comprehensive AI service optimization (OpenAI, Anthropic, Claude) that ProsperOps can't address at all.
Beyond Just Reservations
While ProsperOps only handles RI/SP, DeepCost optimizes storage, networking, databases, compute, and more.
Transparent Flat Pricing
Clear pricing starting at $99/month vs ProsperOps' percentage-based model that scales with your savings.
Real-Time Comprehensive Optimization
Optimize all cloud resources in real-time, not just compute reservations on a quarterly basis.
Which Tool for Which Use Case?
Honest recommendations based on your infrastructure and optimization needs.
AWS-Only Compute RI/SP Management
If you only use AWS, don't use Kubernetes, don't have AI workloads, and only want to optimize compute reservations, ProsperOps' specialized focus might fit.
Multi-Cloud Infrastructure
ProsperOps can't help with GCP or Azure at all. DeepCost provides comprehensive optimization across all major cloud providers.
Kubernetes Workloads
ProsperOps has no Kubernetes optimization capabilities. DeepCost provides deep K8s cost management and optimization.
AI/ML Heavy Workloads
ProsperOps can't optimize AI service costs that often represent 30-50% of modern cloud bills.
Comprehensive Cost Management
When you need to optimize beyond just compute reservations - storage, networking, databases, and more.
Predictable Pricing Model
When you prefer transparent flat-rate pricing over percentage-based fees that take a cut of your savings.
Why Teams Switched to DeepCost
Real stories from teams who migrated from ProsperOps to DeepCost.
TechScale Solutions
- Added GCP optimization immediately
- K8s costs reduced by 47%
- AI service optimization added
- Total savings 3x higher than ProsperOps
"ProsperOps was solving 40% of our problem. We needed a platform that could optimize our entire multi-cloud, Kubernetes-native infrastructure."
CloudNative AI
- AI cost optimization reduced spend 38%
- Multi-cloud support added GCP
- K8s optimization on both clouds
- Flat pricing saves $2K/month vs % model
"We're a modern AI company. ProsperOps' AWS-only, reservation-only approach was obsolete for our needs. DeepCost understands modern infrastructure."
Neutral Comparison FAQ
Honest answers to common questions about both platforms.
Is ProsperOps better than DeepCost for AWS RI/SP management?
ProsperOps has deep specialization in AWS reserved instances and savings plans. DeepCost also handles AWS RI/SP well but provides broader optimization across all cloud services and providers. Choose ProsperOps only if AWS compute reservations are your sole concern.
Which platform supports multi-cloud environments?
DeepCost supports AWS, GCP, and Azure comprehensively. ProsperOps is AWS-only with no support for GCP or Azure. If you use multiple clouds or plan to, DeepCost is the only option.
Can I switch from ProsperOps to DeepCost easily?
Yes. DeepCost can take over your AWS RI/SP management while adding GCP, Azure, Kubernetes, and AI cost optimization that ProsperOps doesn't offer. Many customers run both briefly during transition.
Which platform is better for Kubernetes workloads?
DeepCost provides comprehensive Kubernetes optimization including right-sizing, spot instances, and cluster efficiency. ProsperOps has no Kubernetes optimization capabilities.
How do pricing models compare?
ProsperOps charges a percentage of savings, which scales with your discount capture. DeepCost offers transparent flat-rate pricing starting at $99/month, which can be more cost-effective as you scale and doesn't limit your savings potential.
Does ProsperOps plan to add multi-cloud or Kubernetes support?
ProsperOps has not announced plans for GCP, Azure, or Kubernetes optimization. They remain focused exclusively on AWS reserved instances and savings plans.