Prices updated 2026-06-23 — sourced from live provider data

GCP A100-40GB Pricing Options

All available A100-40GB instance types on GCP, sorted by lowest hourly rate.

Region Instance Type Price/hr GPUs vCPUs RAM
us-central1 a2-highgpu-1g On-Demand $3.6730/hr Cheapest 1× GPU 12 vCPU 85 GB
us-central1 a2-highgpu-2g On-Demand $7.3460/hr 2× GPU 24 vCPU 170 GB
us-central1 a2-highgpu-4g On-Demand $14.6910/hr 4× GPU 48 vCPU 340 GB
us-central1 a2-highgpu-8g On-Demand $29.3820/hr 8× GPU 96 vCPU 680 GB
us-central1 a2-megagpu-16g On-Demand $55.7390/hr 16× GPU 96 vCPU 1360 GB

About GCP A100-40GB Cloud Pricing

Google Cloud Platform offers GPU compute through its A2, A3, and G2 machine series, with deep integration into Vertex AI, TPU pods, and Google's proprietary ML infrastructure.

Why Choose GCP for A100-40GB

  • TPU v5p available alongside GPU options for specific workloads
  • Vertex AI for managed ML pipelines
  • Sustained use discounts (automatic, no commitment needed)
  • Preemptible VMs for up to 60–91% savings on batch jobs

Best suited for: Teams using TensorFlow/JAX who want access to both GPU and TPU hardware, plus managed ML services via Vertex AI.

A100-40GB Technical Overview

ArchitectureAmpere
Memory40 GB HBM2e
Best ForModel fine-tuning up to 7B parameters, inference, and compute-bound workloads

The 40GB variant is cost-effective for workloads that fit within its memory budget. MIG partitioning can split it into smaller instances for serving multiple models simultaneously.

Pricing Analysis

GCP's cheapest A100-40GB option starts at $3.6730/hr, which is 20% above the market average of $3.0527/hr. GCP currently offers on-demand pricing only for A100-40GB. This means no commitment required, but you won't access the deeper discounts available from reserved or spot pricing.

Note: GCP's sustained use discounts provide automatic savings without commitments, but their GPU availability can be more constrained than AWS in certain regions.

Market context: The A100-40GB is often the cheapest enterprise-grade GPU option, making it an excellent entry point for teams starting with cloud GPU compute.

Top Alternatives to GCP for A100-40GB

Side-by-side cost comparison vs the cheapest GCP A100-40GB rate ($3.6730/hr).

Provider Price/hr Type vs GCP
TensorDock $1.1000/hr Spot -70% cheaper vs GCP
FluidStack $1.4000/hr On-Demand -62% cheaper vs GCP
CoreWeave $1.9500/hr On-Demand -47% cheaper vs GCP
Lambda Labs $1.9900/hr On-Demand -46% cheaper vs GCP
AWS $32.7730/hr On-Demand +792% more vs GCP

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Frequently Asked Questions

How much does GCP A100-40GB cost per hour in 2026? +
GCP A100-40GB starts at $3.6730/hr (on-demand). The market average for A100-40GB across all providers is $3.0527/hr. GCP offers 5 A100-40GB configurations ranging from $3.6730 to $55.7390/hr. Use the GPU cost calculator to estimate total cost based on your hours and workload type.
What are the cheapest alternatives to GCP for A100-40GB? +
There are 4 providers offering A100-40GB cheaper than GCP: TensorDock at $1.1000/hr, FluidStack at $1.4000/hr, CoreWeave at $1.9500/hr, and 1 more. 1 other provider offers A100-40GB at higher rates. See the full comparison table for all A100-40GB providers.
Does GCP offer reserved or spot A100-40GB pricing? +
GCP offers 1 pricing type for A100-40GB: on-demand. With on-demand only, you pay per hour with no commitment. While you won't get reserved or spot discounts, this provides maximum flexibility for unpredictable workloads.
What workloads is GCP A100-40GB best suited for? +
The A100-40GB (Ampere architecture, 40 GB HBM2e) is best suited for Model fine-tuning up to 7B parameters, inference, and compute-bound workloads. GCP is a hyperscaler provider — Teams using TensorFlow/JAX who want access to both GPU and TPU hardware, plus managed ML services via Vertex AI.
How much does it cost to run A100-40GB on GCP for a month? +
At GCP's cheapest A100-40GB rate of $3.6730/hr: running 24/7 costs ~$88.15/day or ~$2681.29/month per GPU. For training jobs, costs scale linearly — a 100-hour training run would cost ~$367.30. Multi-GPU configurations multiply accordingly. Use the cost calculator for precise estimates with your specific parameters.
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