Cloud GPU Comparison
Rent GPU in Cloud
Compare cloud GPU providers and find the best option for your workloads. Detailed pricing and feature comparison.
10+
Major Providers
70%
Max Spot Savings
$0.30
Lowest Hourly Rate
Cloud GPU Provider Comparison
Compare major cloud GPU providers
SynpixCloud
ML/AI, Affordable
GPUs: RTX 3060 - H100
Pros
- Competitive pricing
- Good RTX availability
- Simple UI
Cons
- Smaller scale
- Fewer enterprise features
AWS EC2
Enterprise, Full Cloud
GPUs: T4 - H100
Pros
- Full ecosystem
- Global regions
- Enterprise support
Cons
- Complex pricing
- Higher costs
- Learning curve
Google Cloud
ML/AI, TPU Option
GPUs: T4 - H100, TPU
Pros
- TPU access
- Good ML tools
- Colab integration
Cons
- Availability issues
- Complex billing
Lambda Labs
ML Research
GPUs: A100, H100
Pros
- ML focused
- Good A100 pricing
- Simple
Cons
- Limited availability
- Fewer GPU types
RunPod
AI/ML, Inference
GPUs: RTX 3090 - A100
Pros
- Serverless option
- Good for inference
- Templates
Cons
- Variable availability
- Community driven
Cloud GPU Pricing Models
Understanding different pricing options
| Model | Description | Best For | Savings |
|---|---|---|---|
| On-Demand | Pay by the hour/minute with no commitment | Unpredictable workloads, testing, short tasks | Baseline (0%) |
| Spot/Preemptible | Lower prices but can be interrupted | Checkpointable training, batch processing | 50-70% off |
| Reserved | Commit to 1-3 years for guaranteed capacity | Predictable long-term workloads | 30-60% off |
| Dedicated | Exclusive physical hardware | Security, compliance, consistent performance | Premium pricing |
How to Choose a Cloud GPU Provider
Key factors to consider
| Factor | Importance | Notes |
|---|---|---|
| GPU Availability | Critical | Check if the GPU you need is available. A100/H100 often have limited stock. |
| Pricing | High | Compare hourly rates, but also consider billing granularity (per minute vs hour). |
| Spot/Preemptible | Medium-High | Can save 50-70% for interruptible workloads. Not all providers offer this. |
| Storage Options | Medium | Persistent storage pricing, speed, and integration with instances. |
| Network | Medium | Bandwidth limits, egress costs, and multi-GPU interconnect (NVLink). |
| Support | Varies | Enterprise users need SLAs. Hobbyists can use community/docs. |
Frequently Asked Questions
Find Your Cloud GPU Provider
Compare options and start with the provider that fits your needs.