Jake Tech Lab

AWS vs Google Cloud

AWS comes out ahead of Google Cloud on 4 of the 8 things that decide this, going by what each company publishes and what independent review sites report. The one that matters for you may be one the leader loses.

AWSWinner
AWS
6.3
Fair
4 of 8 rounds
vs
Google Cloud
Google Cloud
6.0
Fair
3 of 8 rounds

The verdict

AWS takes it, 4–3 on rounds.

On the published figures and the independent review sites, AWS takes 4 of 8 rounds. Treat that as a starting point and check the current figures on both pages, because prices and plans move.

Choose AWS if…

  • • You want AWS's edge on the cheapest h100 and the cheapest a100

Choose Google Cloud if…

  • • You want Google Cloud's edge on how many places it runs and the cheapest l4

Round by round

  1. Round 1The cheapest H100AWS wins
    AWS8/10

    $6.88

    p5.48xlarge $55.04/hr for 8x H100 = $6.88 per GPU-hour, on-demand, US East

    • worked out from $41.528 an hour for a p5.48xlarge with eight H100s, US regions

    Source: aws.amazon.com ↗

    Google Cloud5/10

    $11.06

    worked out from $88.49 an hour for an a3-highgpu-8g with eight H100s

    • $11.06, against $5.19

    Source: cloud.google.com ↗

    AWS wins this round on what the company itself publishes.

  2. Round 2The cheapest A100AWS wins
    AWS8/10

    $2.74

    worked out from $21.958 an hour for a p4d.24xlarge with eight A100s

    Source: instances.vantage.sh ↗

    Google Cloud5/10

    $3.67

    worked out from $29.38708 an hour for an a2-highgpu-8g with eight A100s

    • $3.67, against $2.74

    Source: cloud.google.com ↗

    AWS wins this round on independent review-site data, not on its own claims.

  3. Round 3What it costs to get your data outAWS wins
    AWS8/10

    First 100 GB free, then $0.09 per GB

    data transfer out to the internet

    Source: aws.amazon.com ↗

    Google Cloud5/10

    $0.12 per GiB to start

    premium-tier internet egress to North America after the first GiB

    • $0.12 per GiB to start, against First 100 GB free, then $0.09 per GB

    Source: cloud.google.com ↗

    AWS wins this round on what the company itself publishes.

  4. Round 4How many places it runsGoogle Cloud wins
    AWS5/10

    39

    Geographic Regions

    • 34 regions, against 43 regions

    Source: aws.amazon.com ↗

    Google Cloud8/10

    43 regions

    global regions

    Source: cloud.google.com ↗

    Google Cloud wins this round on what the company itself publishes.

  5. Round 5How precisely you are billedTie
    AWS7/10

    Per-second, 60-second minimum

    on-demand instances are billed by the hour or second

    Source: aws.amazon.com ↗

    Google Cloud7/10

    Per-second after the first minute

    vCPUs, GPUs and memory are charged a one-minute minimum, then per second

    Source: cloud.google.com ↗

    Nothing to separate them here.

  6. Round 6The cheapest L4Google Cloud wins
    AWS5/10

    $0.80/hr (g6.xlarge)

    EC2 on-demand, US East (N. Virginia), Linux

    • $0.80/hr (g6.xlarge), against $0.71/hr (g2-standard-4)

    Source: aws.amazon.com ↗

    Google Cloud8/10

    $0.71/hr (g2-standard-4)

    Compute Engine on-demand (US); Cloud Run for serverless

    Source: cloud.google.com ↗

    Google Cloud wins this round on what the published sources say.

  7. Round 7What storage costs per monthAWS wins
    AWS8/10

    $0.08/GB-mo (EBS gp3)

    EC2 on-demand, US East (N. Virginia), Linux

    Source: aws.amazon.com ↗

    Google Cloud5/10

    $0.10/GiB-mo (balanced PD)

    Compute Engine on-demand (US); Cloud Run for serverless

    • $0.10/GiB-mo (balanced PD), against $0.08/GB-mo (EBS gp3)

    Source: cloud.google.com ↗

    AWS wins this round on what the published sources say.

  8. Round 8Whether GPUs can run serverlessGoogle Cloud wins
    AWS5/10

    No GPUs in Serverless Inference

    EC2 on-demand, US East (N. Virginia), Linux

    • No GPUs in Serverless Inference, against Yes (Cloud Run L4 GPUs)

    Source: docs.aws.amazon.com ↗

    Google Cloud8/10

    Yes (Cloud Run L4 GPUs)

    Compute Engine on-demand (US); Cloud Run for serverless

    Source: cloud.google.com ↗

    Google Cloud wins this round on what the published sources say.

Google CloudGoogle Cloud

Side by side

Overall score
6.3
Best
6.0
Price
See price
See price
The cheapest H100
6.3
5.0
The cheapest A100
6.1
5.0
What it costs to get your data out
6.1
5.3
How many places it runs
6.2
7.0
Head-to-head findings
The cheapest H100
$6.88
$11.06
The cheapest A100
$2.74
$3.67
What it costs to get your data out
First 100 GB free, then $0.09 per GB
$0.12 per GiB to start
How many places it runs
39
43 regions
How cheap you can start
—
—
What customers say on Trustpilot
1.3 out of 5
1.4 out of 5
How precisely you are billed
Per-second, 60-second minimum
Per-second after the first minute
What storage costs per month
$0.08/GB-mo (EBS gp3)
$0.10/GiB-mo (balanced PD)
Record
Head-to-head record
3–4
0–7
Head-to-heads won
43 %
0 %
Rounds won
37 %
24 %
Pros
  • AWS Regions
  • worked out from $41.528 an hour for a p5.48xlarge with eight H100s, US regions
  • worked out from $47.76 an hour for a p5e.48xlarge with eight H200s
    Cons
    • $5.19, against $1.99
    • $2.74, against $1.19
    • $5.97, against $3.59
    • First 100 GB free, then $0.09 per GB, against No egress fees
    • $11.06, against $1.99
    • $3.67, against $1.19
    • $0.12 per GiB to start, against No egress fees
    • 1.4 out of 5, against 3.8 out of 5
    Add a third option to this comparison →

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