GPU Hosting Comparison

17 providers · 91 GPU instances · 52 with spot pricing · 337 open-weight LLMs · schema v0.2.0 · updated 2026-05-21
Find hosting for a model
Pick a model to see which instances have enough VRAM to serve it. VRAM estimate = weights at chosen precision + KV cache at chosen context + 20% overhead.
ProviderInstanceGPU# GPUsTotal VRAMFitHeadroomHostOn-demand $/hrSpot $/hrOn-demand $/GPU-hrSpot $/GPU-hr$/GB-VRAM-hrSpot disc.Spot model
Amazon Web Services (EC2)
hyperscaler
p5.48xlarge
NVLink + 3200 Gbps EFA
H100 SXM5 80GB
NVIDIA · Hopper
8640 GB192vCPU / 2048GB$98.3200$40.0000$12.2900$5.0000$0.1536059.3%dynamic
Amazon Web Services (EC2)
hyperscaler
p5e.48xlarge
NVLink + EFA
H200 SXM5 141GB
NVIDIA · Hopper
81128 GB192vCPU / 2048GB$84.8000$34.0000$10.6000$4.2500$0.0752059.9%dynamic
Amazon Web Services (EC2)
hyperscaler
p4d.24xlarge
NVLink + EFA
A100 SXM4 40GB
NVIDIA · Ampere
8320 GB96vCPU / 1152GB$32.7726$11.5700$4.0966$1.4463$0.1024064.7%dynamic
Amazon Web Services (EC2)
hyperscaler
p4de.24xlarge
NVLink + EFA
A100 SXM4 80GB
NVIDIA · Ampere
8640 GB96vCPU / 1152GB$40.9657$14.4600$5.1207$1.8075$0.0640064.7%dynamic
Amazon Web Services (EC2)
hyperscaler
p3.2xlarge
PCIe
V100 SXM2 16GB
NVIDIA · Volta
116 GB8vCPU / 61GB$3.0600$0.9200$3.0600$0.9200$0.1913069.9%dynamic
Amazon Web Services (EC2)
hyperscaler
g5.xlarge
PCIe
A10G PCIe 24GB
NVIDIA · Ampere
124 GB4vCPU / 16GB$1.0060$0.4000$1.0060$0.4000$0.0419060.2%dynamic
Amazon Web Services (EC2)
hyperscaler
g5.12xlarge
PCIe
A10G PCIe 24GB
NVIDIA · Ampere
496 GB48vCPU / 192GB$5.6720$2.2700$1.4180$0.5675$0.0591060.0%dynamic
Amazon Web Services (EC2)
hyperscaler
g5.48xlarge
PCIe
A10G PCIe 24GB
NVIDIA · Ampere
8192 GB192vCPU / 768GB$16.2880$4.8900$2.0360$0.6112$0.0848070.0%dynamic
Amazon Web Services (EC2)
hyperscaler
g6.xlarge
PCIe
L4 PCIe (low-profile) 24GB
NVIDIA · Ada Lovelace
124 GB4vCPU / 16GB$0.8048$0.3200$0.8048$0.3200$0.0335060.2%dynamic
Amazon Web Services (EC2)
hyperscaler
g6e.xlarge
PCIe
L40S PCIe 48GB
NVIDIA · Ada Lovelace
148 GB4vCPU / 32GB$1.8610$0.7400$1.8610$0.7400$0.0388060.2%dynamic
Amazon Web Services (EC2)
hyperscaler
g6e.48xlarge
PCIe
L40S PCIe 48GB
NVIDIA · Ada Lovelace
8384 GB192vCPU / 1536GB$30.1300$12.0500$3.7662$1.5063$0.0785060.0%dynamic
Google Cloud Platform (Compute Engine)
hyperscaler
a3-highgpu-8g
NVLink + GPUDirect-TCPX
H100 SXM5 80GB
NVIDIA · Hopper
8640 GB208vCPU / 1872GB$88.4900$35.4000$11.0612$4.4250$0.1383060.0%fixed_discount
Google Cloud Platform (Compute Engine)
hyperscaler
a3-megagpu-8g
NVLink + GPUDirect-TCPXO
H100 SXM5 80GB
NVIDIA · Hopper
8640 GB208vCPU / 1872GB$98.3200$39.3300$12.2900$4.9162$0.1536060.0%fixed_discount
Google Cloud Platform (Compute Engine)
hyperscaler
a3-ultragpu-8g
NVLink + RDMA
H200 SXM5 141GB
NVIDIA · Hopper
81128 GB224vCPU / 2952GB$110.0000$44.0000$13.7500$5.5000$0.0975060.0%fixed_discount
Google Cloud Platform (Compute Engine)
hyperscaler
a2-ultragpu-1g
PCIe
A100 SXM4 80GB
NVIDIA · Ampere
180 GB12vCPU / 170GB$5.0700$2.0300$5.0700$2.0300$0.0634060.0%fixed_discount
Google Cloud Platform (Compute Engine)
hyperscaler
a2-ultragpu-8g
NVLink
A100 SXM4 80GB
NVIDIA · Ampere
8640 GB96vCPU / 1360GB$40.5500$16.2200$5.0687$2.0275$0.0634060.0%fixed_discount
Google Cloud Platform (Compute Engine)
hyperscaler
a2-highgpu-1g
PCIe
A100 SXM4 40GB
NVIDIA · Ampere
140 GB12vCPU / 85GB$3.6730$1.4700$3.6730$1.4700$0.0918060.0%fixed_discount
Google Cloud Platform (Compute Engine)
hyperscaler
g2-standard-4
PCIe
L4 PCIe (low-profile) 24GB
NVIDIA · Ada Lovelace
124 GB4vCPU / 16GB$0.7100$0.2100$0.7100$0.2100$0.0296070.4%fixed_discount
Google Cloud Platform (Compute Engine)
hyperscaler
g2-standard-96
PCIe
L4 PCIe (low-profile) 24GB
NVIDIA · Ada Lovelace
8192 GB96vCPU / 432GB$8.3600$2.5100$1.0450$0.3137$0.0435070.0%fixed_discount
Microsoft Azure
hyperscaler
Standard_ND96isr_H100_v5
NVLink + InfiniBand
H100 SXM5 80GB
NVIDIA · Hopper
8640 GB96vCPU / 1900GB$98.3200$30.0000$12.2900$3.7500$0.1536069.5%dynamic
Microsoft Azure
hyperscaler
Standard_ND96amsr_A100_v4
NVLink + InfiniBand
A100 SXM4 80GB
NVIDIA · Ampere
8640 GB96vCPU / 1900GB$32.7700$9.8300$4.0963$1.2288$0.0512070.0%dynamic
Microsoft Azure
hyperscaler
Standard_NC24ads_A100_v4
PCIe
A100 PCIe 80GB
NVIDIA · Ampere
180 GB24vCPU / 220GB$3.6730$1.1000$3.6730$1.1000$0.0459070.1%dynamic
Microsoft Azure
hyperscaler
Standard_NV36ads_A10_v5
PCIe
A10 PCIe 24GB
NVIDIA · Ampere
124 GB36vCPU / 440GB$3.2000$0.9600$3.2000$0.9600$0.1333070.0%dynamic
Oracle Cloud Infrastructure
hyperscaler
BM.GPU.H100.8
NVLink + RDMA
H100 SXM5 80GB
NVIDIA · Hopper
8640 GB112vCPU / 2048GB$80.0000$40.0000$10.0000$5.0000$0.1250050.0%fixed_discount
Oracle Cloud Infrastructure
hyperscaler
BM.GPU.H200.8
NVLink + RDMA
H200 SXM5 141GB
NVIDIA · Hopper
81128 GB112vCPU / 3072GB$80.0000$40.0000$10.0000$5.0000$0.0709050.0%fixed_discount
Oracle Cloud Infrastructure
hyperscaler
BM.GPU.A100-v2.8
NVLink
A100 SXM4 80GB
NVIDIA · Ampere
8640 GB128vCPU / 2048GB$32.0000$16.0000$4.0000$2.0000$0.0500050.0%fixed_discount
Oracle Cloud Infrastructure
hyperscaler
BM.GPU.MI300X.8
Infinity Fabric + RDMA
Instinct MI300X OAM 192GB
AMD · CDNA3
81536 GB112vCPU / 2304GB$48.0000$24.0000$6.0000$3.0000$0.0312050.0%fixed_discount
Oracle Cloud Infrastructure
hyperscaler
VM.GPU.A10.1
PCIe
A10 PCIe 24GB
NVIDIA · Ampere
124 GB15vCPU / 240GB$2.0000$1.0000$2.0000$1.0000$0.0833050.0%fixed_discount
Lambda Labs
gpu_cloud
8x H100 SXM (gpu_8x_h100_sxm5)
NVLink
H100 SXM5 80GB
NVIDIA · Hopper
8640 GB208vCPU / 1800GB$23.9200$2.9900$0.03740none
Lambda Labs
gpu_cloud
1x H100 PCIe (gpu_1x_h100_pcie)
PCIe
H100 PCIe 80GB
NVIDIA · Hopper
180 GB26vCPU / 200GB$2.4900$2.4900$0.03110none
Lambda Labs
gpu_cloud
8x H200 SXM (gpu_8x_h200_sxm5)
NVLink
H200 SXM5 141GB
NVIDIA · Hopper
81128 GB192vCPU / 3000GB$29.5200$3.6900$0.02620none
Lambda Labs
gpu_cloud
8x A100 SXM (gpu_8x_a100_sxm4_80gb)
NVLink
A100 SXM4 80GB
NVIDIA · Ampere
8640 GB124vCPU / 1800GB$14.3200$1.7900$0.02240none
Lambda Labs
gpu_cloud
1x A100 PCIe (gpu_1x_a100_pcie_80gb)
PCIe
A100 PCIe 80GB
NVIDIA · Ampere
180 GB30vCPU / 200GB$1.2900$1.2900$0.01610none
Lambda Labs
gpu_cloud
1x A10 (gpu_1x_a10)
PCIe
A10 PCIe 24GB
NVIDIA · Ampere
124 GB30vCPU / 200GB$0.7500$0.7500$0.03120none
CoreWeave
gpu_cloud
HGX H100 (8x H100 SXM)
NVLink + InfiniBand 3200 Gbps
H100 SXM5 80GB
NVIDIA · Hopper
8640 GB96vCPU / 1024GB$49.2400$24.6200$6.1550$3.0775$0.0769050.0%dynamic
CoreWeave
gpu_cloud
1x H100 PCIe
PCIe
H100 PCIe 80GB
NVIDIA · Hopper
180 GB24vCPU / 256GB$4.2500$2.1300$4.2500$2.1300$0.0531049.9%dynamic
CoreWeave
gpu_cloud
1x A100 SXM 80GB
PCIe
A100 SXM4 80GB
NVIDIA · Ampere
180 GB16vCPU / 128GB$2.2100$1.1100$2.2100$1.1100$0.0276049.8%dynamic
CoreWeave
gpu_cloud
1x A100 SXM 40GB
PCIe
A100 SXM4 40GB
NVIDIA · Ampere
140 GB16vCPU / 128GB$2.0600$1.0300$2.0600$1.0300$0.0515050.0%dynamic
CoreWeave
gpu_cloud
1x A40
PCIe
A40 PCIe (datacenter) 48GB
NVIDIA · Ampere
148 GB16vCPU / 128GB$1.2800$0.6400$1.2800$0.6400$0.0267050.0%dynamic
CoreWeave
gpu_cloud
1x L40
PCIe
L40 PCIe 48GB
NVIDIA · Ada Lovelace
148 GB16vCPU / 128GB$1.5900$0.8000$1.5900$0.8000$0.0331049.7%dynamic
Crusoe Cloud
gpu_cloud
8x H100 SXM
NVLink + InfiniBand
H100 SXM5 80GB
NVIDIA · Hopper
8640 GB176vCPU / 2000GB$33.2000$21.6000$4.1500$2.7000$0.0519034.9%dynamic
Crusoe Cloud
gpu_cloud
8x H200 SXM
NVLink + InfiniBand
H200 SXM5 141GB
NVIDIA · Hopper
81128 GB176vCPU / 2000GB$39.2000$25.4800$4.9000$3.1850$0.0348035.0%dynamic
Crusoe Cloud
gpu_cloud
1x H100 PCIe
PCIe
H100 PCIe 80GB
NVIDIA · Hopper
180 GB32vCPU / 256GB$2.4500$1.6000$2.4500$1.6000$0.0306034.7%dynamic
Crusoe Cloud
gpu_cloud
1x A100 SXM 80GB
PCIe
A100 SXM4 80GB
NVIDIA · Ampere
180 GB16vCPU / 240GB$1.6500$1.0700$1.6500$1.0700$0.0206035.2%dynamic
Crusoe Cloud
gpu_cloud
1x L40S
PCIe
L40S PCIe 48GB
NVIDIA · Ada Lovelace
148 GB8vCPU / 80GB$1.4500$0.9500$1.4500$0.9500$0.0302034.5%dynamic
Paperspace (by DigitalOcean)
gpu_cloud
H100x8
NVLink
H100 SXM5 80GB
NVIDIA · Hopper
8640 GB128vCPU / 640GB$47.6000$5.9500$0.07440none
Paperspace (by DigitalOcean)
gpu_cloud
H100
PCIe
H100 PCIe 80GB
NVIDIA · Hopper
180 GB16vCPU / 80GB$5.9500$5.9500$0.07440none
Paperspace (by DigitalOcean)
gpu_cloud
A100-80G
PCIe
A100 PCIe 80GB
NVIDIA · Ampere
180 GB12vCPU / 90GB$3.1800$3.1800$0.03980none
Paperspace (by DigitalOcean)
gpu_cloud
A6000
PCIe
RTX A6000 PCIe (workstation) 48GB
NVIDIA · Ampere
148 GB8vCPU / 45GB$1.8900$1.8900$0.03940none
Hyperstack (NexGen Cloud)
gpu_cloud
1x H100 SXM
PCIe (single)
H100 SXM5 80GB
NVIDIA · Hopper
180 GB28vCPU / 180GB$2.4000$2.4000$0.03000none
Hyperstack (NexGen Cloud)
gpu_cloud
1x H100 PCIe
PCIe
H100 PCIe 80GB
NVIDIA · Hopper
180 GB28vCPU / 180GB$1.9500$1.9500$0.02440none
Hyperstack (NexGen Cloud)
gpu_cloud
1x A100 80GB
PCIe
A100 PCIe 80GB
NVIDIA · Ampere
180 GB28vCPU / 180GB$1.8000$1.8000$0.02250none
Hyperstack (NexGen Cloud)
gpu_cloud
1x A6000
PCIe
RTX A6000 PCIe (workstation) 48GB
NVIDIA · Ampere
148 GB28vCPU / 180GB$0.5000$0.5000$0.01040none
Hyperstack (NexGen Cloud)
gpu_cloud
1x L40
PCIe
L40 PCIe 48GB
NVIDIA · Ada Lovelace
148 GB28vCPU / 180GB$1.0000$1.0000$0.02080none
DataCrunch
gpu_cloud
8x H100 SXM
NVLink
H100 SXM5 80GB
NVIDIA · Hopper
8640 GB176vCPU / 1450GB$26.8000$13.4000$3.3500$1.6750$0.0419050.0%fixed_discount
DataCrunch
gpu_cloud
1x H100 SXM
PCIe
H100 SXM5 80GB
NVIDIA · Hopper
180 GB22vCPU / 180GB$3.1700$1.5900$3.1700$1.5900$0.0396049.8%fixed_discount
DataCrunch
gpu_cloud
8x A100 SXM 80GB
NVLink
A100 SXM4 80GB
NVIDIA · Ampere
8640 GB128vCPU / 1024GB$15.1200$7.5600$1.8900$0.9450$0.0236050.0%fixed_discount
DataCrunch
gpu_cloud
1x RTX 6000 Ada
PCIe
RTX 6000 Ada PCIe (workstation) 48GB
NVIDIA · Ada Lovelace
148 GB16vCPU / 120GB$1.1900$0.6000$1.1900$0.6000$0.0248049.6%fixed_discount
Nebius
gpu_cloud
1x H100 SXM
PCIe
H100 SXM5 80GB
NVIDIA · Hopper
180 GB20vCPU / 160GB$2.9500$1.4800$2.9500$1.4800$0.0369049.8%fixed_discount
Nebius
gpu_cloud
8x H100 SXM
NVLink + InfiniBand
H100 SXM5 80GB
NVIDIA · Hopper
8640 GB160vCPU / 1280GB$23.6000$11.8000$2.9500$1.4750$0.0369050.0%fixed_discount
Nebius
gpu_cloud
1x H200 SXM
PCIe
H200 SXM5 141GB
NVIDIA · Hopper
1141 GB20vCPU / 200GB$3.5000$1.7500$3.5000$1.7500$0.0248050.0%fixed_discount
Nebius
gpu_cloud
1x A100 SXM 80GB
PCIe
A100 SXM4 80GB
NVIDIA · Ampere
180 GB20vCPU / 160GB$2.5000$1.2500$2.5000$1.2500$0.0312050.0%fixed_discount
RunPod
marketplace
H100 SXM (Community)
PCIe
H100 SXM5 80GB
NVIDIA · Hopper
180 GB16vCPU / 125GB$2.7900$2.7900$0.03490none
RunPod
marketplace
H100 SXM (Secure)
PCIe
H100 SXM5 80GB
NVIDIA · Hopper
180 GB16vCPU / 125GB$3.9900$3.9900$0.04990none
RunPod
marketplace
H200 SXM (Secure)
PCIe
H200 SXM5 141GB
NVIDIA · Hopper
1141 GB24vCPU / 250GB$3.9900$3.9900$0.02830none
RunPod
marketplace
A100 PCIe 80GB (Community)
PCIe
A100 PCIe 80GB
NVIDIA · Ampere
180 GB8vCPU / 117GB$1.6400$1.6400$0.02050none
RunPod
marketplace
RTX A6000 (Community)
PCIe
RTX A6000 PCIe (workstation) 48GB
NVIDIA · Ampere
148 GB8vCPU / 50GB$0.4900$0.4900$0.01020none
RunPod
marketplace
RTX 4090 (Community)
PCIe
RTX 4090 PCIe (consumer) 24GB
NVIDIA · Ada Lovelace
124 GB8vCPU / 32GB$0.3400$0.3400$0.01420none
RunPod
marketplace
RTX 3090 (Community)
PCIe
RTX 3090 PCIe (consumer) 24GB
NVIDIA · Ampere
124 GB8vCPU / 24GB$0.2200$0.2200$0.00920none
Vast.ai
marketplace
H100 SXM 80GB (typical)
PCIe
H100 SXM5 80GB
NVIDIA · Hopper
180 GB16vCPU / 128GB$2.3000$1.5000$2.3000$1.5000$0.0287034.8%bid_based
Vast.ai
marketplace
H100 PCIe 80GB (typical)
PCIe
H100 PCIe 80GB
NVIDIA · Hopper
180 GB16vCPU / 128GB$1.9500$1.3000$1.9500$1.3000$0.0244033.3%bid_based
Vast.ai
marketplace
A100 SXM 80GB (typical)
PCIe
A100 SXM4 80GB
NVIDIA · Ampere
180 GB16vCPU / 128GB$1.1000$0.7000$1.1000$0.7000$0.0138036.4%bid_based
Vast.ai
marketplace
RTX 4090 (typical)
PCIe
RTX 4090 PCIe (consumer) 24GB
NVIDIA · Ada Lovelace
124 GB8vCPU / 32GB$0.3500$0.2000$0.3500$0.2000$0.0146042.9%bid_based
Vast.ai
marketplace
RTX 3090 (typical)
PCIe
RTX 3090 PCIe (consumer) 24GB
NVIDIA · Ampere
124 GB8vCPU / 32GB$0.2000$0.1200$0.2000$0.1200$0.0083040.0%bid_based
TensorDock
marketplace
1x H100 SXM
PCIe
H100 SXM5 80GB
NVIDIA · Hopper
180 GB16vCPU / 80GB$3.0000$3.0000$0.03750none
TensorDock
marketplace
1x A100 80GB
PCIe
A100 PCIe 80GB
NVIDIA · Ampere
180 GB8vCPU / 60GB$1.6300$1.6300$0.02040none
TensorDock
marketplace
1x RTX 4090
PCIe
RTX 4090 PCIe (consumer) 24GB
NVIDIA · Ada Lovelace
124 GB8vCPU / 32GB$0.3900$0.3900$0.01630none
TensorDock
marketplace
1x RTX A6000
PCIe
RTX A6000 PCIe (workstation) 48GB
NVIDIA · Ampere
148 GB8vCPU / 32GB$0.4700$0.4700$0.00980none
Modal
serverless
H100 (function)
PCIe
H100 SXM5 80GB
NVIDIA · Hopper
180 GB16vCPU / 80GB$4.5600$4.5600$0.05700none
Modal
serverless
A100 80GB (function)
PCIe
A100 PCIe 80GB
NVIDIA · Ampere
180 GB16vCPU / 80GB$3.4000$3.4000$0.04250none
Modal
serverless
A100 40GB (function)
PCIe
A100 PCIe 40GB
NVIDIA · Ampere
140 GB8vCPU / 40GB$2.7800$2.7800$0.06950none
Modal
serverless
L40S (function)
PCIe
L40S PCIe 48GB
NVIDIA · Ada Lovelace
148 GB8vCPU / 48GB$1.9500$1.9500$0.04060none
Modal
serverless
A10G (function)
PCIe
A10G PCIe 24GB
NVIDIA · Ampere
124 GB4vCPU / 24GB$1.1000$1.1000$0.04580none
Modal
serverless
T4 (function)
PCIe
T4 PCIe (low-profile) 16GB
NVIDIA · Turing
116 GB4vCPU / 16GB$0.5900$0.5900$0.03690none
Replicate
serverless
1x H100
PCIe
H100 SXM5 80GB
NVIDIA · Hopper
180 GB$5.0400$5.0400$0.06300none
Replicate
serverless
8x H100
NVLink
H100 SXM5 80GB
NVIDIA · Hopper
8640 GB$43.9200$5.4900$0.06860none
Replicate
serverless
1x A100 80GB
PCIe
A100 PCIe 80GB
NVIDIA · Ampere
180 GB$5.0400$5.0400$0.06300none
Replicate
serverless
1x A40
PCIe
A40 PCIe (datacenter) 48GB
NVIDIA · Ampere
148 GB$2.6100$2.6100$0.05440none
Replicate
serverless
1x T4
PCIe
T4 PCIe (low-profile) 16GB
NVIDIA · Turing
116 GB$0.8100$0.8100$0.05060none
Together AI (Dedicated)
serverless
1x H100
PCIe
H100 SXM5 80GB
NVIDIA · Hopper
180 GB$2.4000$2.4000$0.03000none
Together AI (Dedicated)
serverless
1x A100 80GB
PCIe
A100 PCIe 80GB
NVIDIA · Ampere
180 GB$1.7600$1.7600$0.02200none