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Google Cloud

15 offerings · 30 billing options

Products: Cloud Run GPU Services · Compute Engine GPU VMs

0 of 15 offerings verified recently

3 identified GPU models

View official pricing source →

How the service works

Hand-reviewed product behavior. Exact current prices and billing units remain in the tables below.

Cloud Run GPU Services

Hand-reviewed 2026-07-18 · review after 2026-10-18

Setup: high

Deployment
Arbitrary containers can run as request-driven Cloud Run services or finite Cloud Run jobs. Jobs are the direct fit for batch processing; services provide managed HTTP routing and concurrency.
cloud container service · synchronous http · asynchronous job · scheduled job
Scale to zero
Services scale to zero when minimum instances is zero; jobs allocate instances only for executions. Setting positive minimum instances keeps fully billed GPU capacity running.
supported · execution scoped
Billing behavior
GPU workloads require instance-based billing. GPU, CPU and memory are additive and charged for the complete instance lifecycle, including startup and idle time before termination, with the exact minimum and increment shown per pricing variant.
Startup behavior
Google documents GPU-equipped Cloud Run instances starting in approximately five seconds before application initialization. Container imports, model loading and storage access add to the observed cold start.
Setup
The managed runtime is straightforward after provisioning, but initial setup spans a billed Google Cloud project, enabled APIs, IAM/service identity, an image build or Artifact Registry, regional GPU selection and quota.
Requires: Google Cloud project with billing · Cloud Run API and required IAM roles · Container image or source build · Regional GPU quota
Important constraints
  • Cloud Run currently permits one supported GPU per instance and enforces minimum CPU and memory sizes for each GPU type.
  • GPU availability and quotas are regional; zonal redundancy changes the GPU rate for services.

Serverless GPU prices

1× NVIDIA RTX PRO 6000 Blackwell · 96 GB VRAM/GPU
NVIDIA RTX Pro 6000 · Serverless · fixed
  • USD 0.000018/core second
    cpu core time
  • USD 0.0003652/second
    gpu time
  • USD 0.000002/gib second
    memory time
Component price — not a total
NVIDIA RTX Pro 6000 No zonal redundancy
scale to zero
100 ms increments · 1 minute minimum · bills entire instance lifecycle
EU compute EU-constrained
Netherlands
3 geography evidence items
1× NVIDIA RTX PRO 6000 Blackwell · 96 GB VRAM/GPU
NVIDIA RTX Pro 6000 · Serverless · fixed
  • USD 0.000018/core second
    cpu core time
  • USD 0.0005691/second
    gpu time
  • USD 0.000002/gib second
    memory time
Component price — not a total
NVIDIA RTX Pro 6000 Zonal redundancy
scale to zero
100 ms increments · 1 minute minimum · bills entire instance lifecycle
EU compute EU-constrained
Netherlands
3 geography evidence items
1× L4 · 24 GB VRAM/GPU
NVIDIA-L4 · Serverless · fixed
  • USD 0.000018/core second
    cpu core time
  • USD 0.0001867/second
    gpu time
  • USD 0.000002/gib second
    memory time
Component price — not a total
NVIDIA-L4 No zonal redundancy
scale to zero
100 ms increments · 1 minute minimum · bills entire instance lifecycle
EU compute EU-constrained
Belgium · Netherlands
5 geography evidence items
1× L4 · 24 GB VRAM/GPU
NVIDIA-L4 · Serverless · fixed
  • USD 0.000018/core second
    cpu core time
  • USD 0.0002909/second
    gpu time
  • USD 0.000002/gib second
    memory time
Component price — not a total
NVIDIA-L4 Zonal redundancy
scale to zero
100 ms increments · 1 minute minimum · bills entire instance lifecycle
EU compute EU-constrained
Belgium · Netherlands
5 geography evidence items

GPU Instance Prices

g2-standard-4
1× L4
24 GB VRAM/GPU · 4 vCPUs · 16 GB RAM · storage unknown
Region: Council Bluffs, Iowa · US · us-central1
  • USD 0.7068/hour
    compute time
≈ EUR 0.6154/hour
US-CENTRAL1 on-demand
standard
g2-standard-4
1× L4
24 GB VRAM/GPU · 4 vCPUs · 16 GB RAM · storage unknown
Region: Eemshaven, Netherlands · NL · europe-west4 · EU
  • USD 0.7429/hour
    compute time
≈ EUR 0.6469/hour
EUROPE-WEST4 on-demand
standard
g2-standard-8
1× L4
24 GB VRAM/GPU · 8 vCPUs · 32 GB RAM · storage unknown
Region: Council Bluffs, Iowa · US · us-central1
  • USD 0.8536/hour
    compute time
≈ EUR 0.7433/hour
US-CENTRAL1 on-demand
standard
g2-standard-8
1× L4
24 GB VRAM/GPU · 8 vCPUs · 32 GB RAM · storage unknown
Region: Eemshaven, Netherlands · NL · europe-west4 · EU
  • USD 0.8972/hour
    compute time
≈ EUR 0.7812/hour
EUROPE-WEST4 on-demand
standard
g2-standard-12
1× L4
24 GB VRAM/GPU · 12 vCPUs · 48 GB RAM · storage unknown
Region: Council Bluffs, Iowa · US · us-central1
  • USD 1/hour
    compute time
≈ EUR 0.8711/hour
US-CENTRAL1 on-demand
standard
g2-standard-12
1× L4
24 GB VRAM/GPU · 12 vCPUs · 48 GB RAM · storage unknown
Region: Eemshaven, Netherlands · NL · europe-west4 · EU
  • USD 1.051/hour
    compute time
≈ EUR 0.9155/hour
EUROPE-WEST4 on-demand
standard
g2-standard-16
1× L4
24 GB VRAM/GPU · 16 vCPUs · 64 GB RAM · storage unknown
Region: Council Bluffs, Iowa · US · us-central1
  • USD 1.147/hour
    compute time
≈ EUR 0.9989/hour
US-CENTRAL1 on-demand
standard
g2-standard-16
1× L4
24 GB VRAM/GPU · 16 vCPUs · 64 GB RAM · storage unknown
Region: Eemshaven, Netherlands · NL · europe-west4 · EU
  • USD 1.206/hour
    compute time
≈ EUR 1.05/hour
EUROPE-WEST4 on-demand
standard
g2-standard-32
1× L4
24 GB VRAM/GPU · 32 vCPUs · 128 GB RAM · storage unknown
Region: Council Bluffs, Iowa · US · us-central1
  • USD 1.734/hour
    compute time
≈ EUR 1.51/hour
US-CENTRAL1 on-demand
standard
g2-standard-32
1× L4
24 GB VRAM/GPU · 32 vCPUs · 128 GB RAM · storage unknown
Region: Eemshaven, Netherlands · NL · europe-west4 · EU
  • USD 1.823/hour
    compute time
≈ EUR 1.587/hour
EUROPE-WEST4 on-demand
standard
g2-standard-24
2× L4
24 GB VRAM/GPU · 24 vCPUs · 96 GB RAM · storage unknown
Region: Council Bluffs, Iowa · US · us-central1
  • USD 2.001/hour
    compute time
≈ EUR 1.742/hour
US-CENTRAL1 on-demand
standard
g2-standard-24
2× L4
24 GB VRAM/GPU · 24 vCPUs · 96 GB RAM · storage unknown
Region: Eemshaven, Netherlands · NL · europe-west4 · EU
  • USD 2.103/hour
    compute time
≈ EUR 1.831/hour
EUROPE-WEST4 on-demand
standard
a2-highgpu-1g
1× A100
40 GB VRAM/GPU · 12 vCPUs · 85 GB RAM · storage unknown
Region: Council Bluffs, Iowa · US · us-central1
  • USD 3.673/hour
    compute time
≈ EUR 3.198/hour
US-CENTRAL1 on-demand
standard
a2-highgpu-1g
1× A100
40 GB VRAM/GPU · 12 vCPUs · 85 GB RAM · storage unknown
Region: Eemshaven, Netherlands · NL · europe-west4 · EU
  • USD 3.748/hour
    compute time
≈ EUR 3.263/hour
EUROPE-WEST4 on-demand
standard
g2-standard-48
4× L4
24 GB VRAM/GPU · 48 vCPUs · 192 GB RAM · storage unknown
Region: Council Bluffs, Iowa · US · us-central1
  • USD 4.002/hour
    compute time
≈ EUR 3.484/hour
US-CENTRAL1 on-demand
standard
g2-standard-48
4× L4
24 GB VRAM/GPU · 48 vCPUs · 192 GB RAM · storage unknown
Region: Eemshaven, Netherlands · NL · europe-west4 · EU
  • USD 4.206/hour
    compute time
≈ EUR 3.662/hour
EUROPE-WEST4 on-demand
standard
a2-highgpu-2g
2× A100
40 GB VRAM/GPU · 24 vCPUs · 170 GB RAM · storage unknown
Region: Council Bluffs, Iowa · US · us-central1
  • USD 7.347/hour
    compute time
≈ EUR 6.397/hour
US-CENTRAL1 on-demand
standard
a2-highgpu-2g
2× A100
40 GB VRAM/GPU · 24 vCPUs · 170 GB RAM · storage unknown
Region: Eemshaven, Netherlands · NL · europe-west4 · EU
  • USD 7.496/hour
    compute time
≈ EUR 6.527/hour
EUROPE-WEST4 on-demand
standard
g2-standard-96
8× L4
24 GB VRAM/GPU · 96 vCPUs · 384 GB RAM · storage unknown
Region: Council Bluffs, Iowa · US · us-central1
  • USD 8.003/hour
    compute time
≈ EUR 6.969/hour
US-CENTRAL1 on-demand
standard
g2-standard-96
8× L4
24 GB VRAM/GPU · 96 vCPUs · 384 GB RAM · storage unknown
Region: Eemshaven, Netherlands · NL · europe-west4 · EU
  • USD 8.412/hour
    compute time
≈ EUR 7.324/hour
EUROPE-WEST4 on-demand
standard
a2-highgpu-4g
4× A100
40 GB VRAM/GPU · 48 vCPUs · 340 GB RAM · storage unknown
Region: Council Bluffs, Iowa · US · us-central1
  • USD 14.69/hour
    compute time
≈ EUR 12.79/hour
US-CENTRAL1 on-demand
standard
a2-highgpu-4g
4× A100
40 GB VRAM/GPU · 48 vCPUs · 340 GB RAM · storage unknown
Region: Eemshaven, Netherlands · NL · europe-west4 · EU
  • USD 14.99/hour
    compute time
≈ EUR 13.05/hour
EUROPE-WEST4 on-demand
standard
a2-highgpu-8g
8× A100
40 GB VRAM/GPU · 96 vCPUs · 680 GB RAM · storage unknown
Region: Council Bluffs, Iowa · US · us-central1
  • USD 29.39/hour
    compute time
≈ EUR 25.59/hour
US-CENTRAL1 on-demand
standard
a2-highgpu-8g
8× A100
40 GB VRAM/GPU · 96 vCPUs · 680 GB RAM · storage unknown
Region: Eemshaven, Netherlands · NL · europe-west4 · EU
  • USD 29.98/hour
    compute time
≈ EUR 26.11/hour
EUROPE-WEST4 on-demand
standard
a2-megagpu-16g
16× A100
40 GB VRAM/GPU · 96 vCPUs · 1360 GB RAM · storage unknown
Region: Council Bluffs, Iowa · US · us-central1
  • USD 55.74/hour
    compute time
≈ EUR 48.53/hour
US-CENTRAL1 on-demand
standard
a2-megagpu-16g
16× A100
40 GB VRAM/GPU · 96 vCPUs · 1360 GB RAM · storage unknown
Region: Eemshaven, Netherlands · NL · europe-west4 · EU
  • USD 56.63/hour
    compute time
≈ EUR 49.3/hour
EUROPE-WEST4 on-demand
standard

Other GPU Providers