Quick Comparison
Key differences at a glance - pricing, features, and ease of use.
| Factor | CAST AI | DeepCost |
|---|---|---|
| Pricing | Contact Sales Enterprise-only pricing | From $99/month Transparent pricing |
| Setup Time | 2-4 weeks Complex implementation | 5 minutes Automated setup |
| Kubernetes Optimization | Excellent Core strength | Excellent AI-enhanced |
| AI/ML Cost Optimization | None Not supported | Full Support OpenAI, Anthropic, etc. |
| Multi-Tenant Support | Limited Single organization | Unlimited Multiple orgs/teams |
Where CAST AI Excels
Credit where credit is due - CAST AI's genuine strengths and advantages.
Kubernetes Expertise
CAST AI has deep Kubernetes optimization expertise and has been focused on K8s cost optimization longer than most competitors.
Spot Instance Automation
Strong spot instance management with good interruption handling and automated fallback mechanisms.
Cloud Provider Integrations
Solid integrations with AWS, GCP, and Azure for Kubernetes workload optimization.
Enterprise Adoption
Established enterprise customer base with proven success stories in large-scale Kubernetes environments.
Where DeepCost is Better
Key advantages that make DeepCost a stronger choice for most use cases.
AI/ML Cost Optimization
Unlike CAST AI, DeepCost optimizes AI service costs (OpenAI, Anthropic, Claude) which often represent 30-50% of modern cloud bills.
Transparent Pricing
Clear, public pricing starting at $99/month vs CAST AI's enterprise-only contact sales model.
Multi-Organization Support
Built-in support for agencies, consultants, and enterprises managing multiple clients or business units.
Comprehensive FinOps
Advanced cost allocation, budget controls, and financial workflows beyond basic K8s optimization.
No Feature Gating
All advanced features included at every tier, unlike CAST AI's enterprise lock-in approach.
Which Tool for Which Use Case?
Honest recommendations based on your specific needs and constraints.
Pure Kubernetes Optimization
If you only need Kubernetes optimization and have enterprise budget, CAST AI's deep K8s focus might be sufficient.
AI/ML + Cloud Infrastructure
DeepCost is the only platform that optimizes both traditional infrastructure AND AI service costs in one solution.
Multi-Client Management
Agencies and consultants need multi-tenant support that CAST AI doesn't provide.
Transparent Pricing Needs
When you need predictable, transparent pricing without enterprise sales cycles.
Small to Medium Teams
CAST AI's enterprise focus and pricing make it inaccessible for smaller teams.
Comprehensive FinOps
When you need full cost management workflows, not just infrastructure optimization.
Why Teams Switched to DeepCost
Real stories from teams who migrated from CAST AI to DeepCost.
TechFlow Systems
- 68% total cost reduction (K8s + AI)
- Saved $8,400/month on AI services alone
- Now managing 12 client environments
- Zero vendor lock-in concerns
"CAST AI was great for Kubernetes, but DeepCost saves us more money by optimizing our entire stack - infrastructure AND AI services."
DataStream Co
- Started with $99/month plan
- Same K8s optimization quality
- Added AI cost optimization
- Predictable monthly costs
"We couldn't afford CAST AI's enterprise pricing. DeepCost gives us the same Kubernetes optimization plus AI cost savings at a fraction of the cost."
Neutral Comparison FAQ
Honest answers to common questions about both platforms.
Is CAST AI better than DeepCost for Kubernetes optimization?
Both platforms provide excellent Kubernetes optimization. CAST AI has been focused on K8s longer, while DeepCost offers comparable K8s optimization plus additional AI/ML cost optimization that CAST AI lacks entirely.
Which platform is more cost-effective?
CAST AI requires enterprise contracts with undisclosed pricing. DeepCost offers transparent pricing starting at $99/month, making it more accessible for most teams. For enterprise users, total savings often favor DeepCost due to AI cost optimization.
Can I switch from CAST AI to DeepCost without downtime?
Yes. You can run both platforms in parallel to compare results before migrating. Most customers transition gradually over 2-4 weeks with zero downtime.
Which platform has better support?
CAST AI provides support only for enterprise customers. DeepCost includes 24/7 support at all pricing tiers, including the starter plan.
Does CAST AI plan to add AI/ML cost optimization?
CAST AI has not announced AI/ML cost optimization features. DeepCost already provides comprehensive AI service optimization for OpenAI, Anthropic, Claude, and other providers.
Which tool is better for large enterprises?
Both can handle enterprise scale. CAST AI focuses solely on enterprise customers, while DeepCost serves enterprises with additional features like multi-organization support and transparent pricing that many enterprises prefer.