AI compute market intelligenceLive

The price of intelligence, in real time.

Flopdesk aggregates and normalizes GPU pricing and capacity across Lambda, CoreWeave, AWS, and 7+ providers — so you know exactly what compute costs, where it's available, and where the market is heading.

10
providers tracked
8
GPU SKUs priced
137
price points / day

Last capture 12h ago

Live
B200$7.40/hr0.0%
H200$7.59/hr+59.2%
H100 SXM$7.73/hr+56.0%
Instinct MI300X$7.57/hr+216.8%
A100 80GB$3.39/hr+31.5%
L40S$1.85/hr0.0%
RTX 6000 Ada$0.84/hr0.0%
Market snapshot

Today across the GPU market

H100 SXM · avg on-demand
$7.73/hr
0.0%$1.76/hr to $18.37/hr range
H200 · avg on-demand
$7.59/hr
-5.6%$2.09/hr to $16.43/hr range
B200 · avg on-demand
$7.40/hr
0.0%$3.36/hr to $14.24/hr range
Spot price index
100.0
basis 100, 90d
Reserved price index
100.0
basis 100, 90d
Market move · 7d
97.5
-2.5%blended on-demand
Price heatmap

Where compute is cheapest

On-demand $/GPU-hr by model and provider.

cheaper pricier
On-demand $/GPU-hr
Lowest live quote by model and provider
GPUMicrosoft AzureGoogle CloudAWSRunPodCoreWeave
B200·$4.95$14.24$5.89$6.50
H200$11.15$4.58$9.49$3.79$6.31
H100 SXM$12.29$4.20$6.88$2.89$4.76
Instinct MI325X·····
Instinct MI300X$6.55··$2.39·
Preview slice · full estate in the terminal5 of many providers
Providers

Every major cloud, normalized

Ranked by capacity and reliability.

Microsoft Azure

#1

Hyperscaler with exclusive frontier-scale clusters and the broadest AMD Instinct availability.

Capacity81
Reliability99

Google Cloud

#2

Hyperscaler pairing NVIDIA clusters with custom networking; strong for integrated data and ML pipelines.

Capacity81
Reliability99

AWS

#3

Hyperscaler with the deepest capacity and enterprise SLAs; premium pricing offset by reserved and capacity-block discounts.

Capacity78
Reliability99

RunPod

#4

Community and secure-cloud GPU marketplace known for the lowest spot rates and per-second billing.

Capacity67
Reliability94

CoreWeave

#5

Specialized hyperscaler delivering large-scale NVIDIA clusters with InfiniBand fabric for frontier model training.

Capacity63
Reliability70

Vast.ai

#6

Decentralized GPU marketplace aggregating spare capacity from many hosts; lowest spot rates with variable availability.

Capacity62
Reliability71
Capacity trends

Availability is the new alpha

Track cluster availability before it moves the price.

Aggregate available GPUs · 30d
Cluster availability trend
Synthesized preview
  • 1

    Capacity shifts days before list prices react. We track inventory across every region so you see tightening before it hits your bill.

  • 2

    Availability tiers (available, limited, waitlist, sold out) are normalized across providers into one comparable signal.

  • 3

    Set alerts when a cluster you want frees up, or when a region you depend on starts running hot.

Trusted by

Built for the people moving compute

Placeholder quote: the price tape replaced three spreadsheets and a Slack channel. We now negotiate reserved capacity with actual market context.

Infrastructure Lead
[Frontier Lab]

Placeholder quote: availability alerts have caught two regional crunches before they hit our training runs. The capacity signal alone pays for the seat.

Head of Platform
[Series-B AI Startup]

Placeholder quote: we model the compute market the way we model rates. Flopdesk is the first normalized feed we have trusted.

Quantitative Researcher
[Infrastructure Fund]
Pricing

Intelligence at every scale

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$0
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  • Market overview dashboard
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