GPU cloud comparison · 2026
Google Cloud GPU vs Salad
Google Cloud GPU wins on 4 of 5 key metrics — but the right choice depends on your workload.
Overall Winner
Google Cloud GPU
TPU + GPU powerhouse — best ecosystem for TensorFlow
from $2.48/h
★★★★☆ 4.3 / 5 (2,891 reviews)
Try Google Cloud GPU →VS
Salad
Distributed inference cloud — RTX 3090/4090 from $0.03/h
from $0.03/h
★★★★☆ 3.9 / 5 (423 reviews)
Try Salad →Head-to-Head Comparison
Google Cloud GPU
Salad
Starting Price Lower hourly rate
from $2.48/h
from $0.03/h
Overall Rating User rating
4.3 / 5
3.9 / 5
GPU Types Variety
5 types
4 types
Max VRAM Largest available
80 GB
24 GB
Locations Regions covered
US, EU, APAC, Global
Global (distributed)
Wins out of 5
4
1
GPU Availability
Google Cloud GPU
A100 40GBA100 80GBH100T4V100
VRAM: 16–80 GB · Locations: US, EU, APAC, Global
Salad
RTX 3090RTX 4090RTX 3080RTX 3070
VRAM: 8–24 GB · Locations: Global (distributed)
Pros & Cons
Google Cloud GPU
Pros
- Best TPU availability for TF workloads
- Deep Vertex AI + BigQuery integration
- Global infrastructure and reliability
- Preemptible instances cut costs significantly
Cons
- Expensive on-demand pricing
- Complex billing — easy to overspend
- Steep learning curve for GCP newcomers
Salad
Pros
- Absurdly cheap — RTX 3090 from $0.03/h
- Massive horizontal scale (1000+ nodes)
- Auto-fleet management for inference
- No data-egress charges
Cons
- Distributed = no persistent storage
- Not suitable for training
- Latency varies by node geography
Which Should You Choose?
Choose Google Cloud GPU if…
- You need GPU compute for TensorFlow workloads
- You need GPU compute for TPU training
- You need GPU compute for Enterprise AI
- You need GPU compute for Vertex AI pipelines
- Higher user satisfaction matters (4.3 vs 3.9)
- You want more GPU variety (5 vs 4 types)
Choose Salad if…
- You need GPU compute for Stateless inference
- You need GPU compute for Stable Diffusion bulk generation
- You need GPU compute for Embedding generation
- You need GPU compute for Cost-sensitive batch jobs
- Lower price is your top priority (from $0.03/h vs from $2.48/h)