Model provider cost

Host Llama 3.1 8B Instruct on Azure

Llama 3.1 8B Instruct needs 1x 20GB+ GPU, and Azure's current cheapest qualifying row is A100 PCIE at $3.67/hr.

1x 20GB+ GPU 8B params Strong default Llama Community License
Cheapest on this provider
$3.67/hr
A100 PCIE
Monthly estimate
$2,681/mo
730 hours at the current median
VRAM baseline
20GB
1x 20GB+ GPU
Qualifying rows
5
Updated Jul 9, 2026

Azure rows that can host Llama 3.1 8B Instruct

The cheapest tracked way to host Llama 3.1 8B Instruct on Azure is A100 PCIE at $3.67/hr. The overall tracked market floor is $0.39/hr on RunPod, so Azure is $3.28/hr above the current floor.

Price source Azure Retail Prices API Published list pricing; private discounts and capacity terms are not reflected.
GPU VRAM Per GPU Estimated hourly Estimated monthly Offers Updated
A100 PCIE 80GB $3.67/hr $3.67/hr $2,681/mo 9 Jul 9, 2026
Azure Retail Prices API 9 offers · Jul 9, 2026 global aggregate
A100 SXM4 80GB $4.10/hr $4.10/hr $2,990/mo 8 Jul 9, 2026
Azure Retail Prices API 8 offers · Jul 9, 2026 global aggregate
H100 NVL 94GB $6.98/hr $6.98/hr $5,095/mo 6 Jul 9, 2026
Azure Retail Prices API 6 offers · Jul 9, 2026 global aggregate
H200 141GB $10.60/hr $10.60/hr $7,738/mo 1 Jul 9, 2026
Azure Retail Prices API 1 offer · Jul 9, 2026 global aggregate
H100 SXM 80GB $12.29/hr $12.29/hr $8,972/mo 13 Jul 9, 2026
Azure Retail Prices API 13 offers · Jul 9, 2026 global aggregate

Why this setup does or does not fit

VRAM floor

1x 20GB+ GPU

1x 24GB to 32GB GPU. Long prompts, batching, and KV cache can require extra headroom.

Model quality

Strong default

A meaningful quality jump over 3B-class models without crossing into premium GPU cost.

Operational note

Meta 8B

A strong default when you need better quality than 3B without moving to multi-GPU serving.

Llama 3.1 8B Instruct on Azure FAQ

Can I host Llama 3.1 8B Instruct on Azure?

The cheapest tracked way to host Llama 3.1 8B Instruct on Azure is A100 PCIE at $3.67/hr.

What GPU memory does Llama 3.1 8B Instruct need?

Our baseline for Llama 3.1 8B Instruct is 1x 20GB+ GPU. The practical recommendation is 1x 24GB to 32GB GPU.

Is Azure the cheapest provider for Llama 3.1 8B Instruct?

The overall tracked market floor is $0.39/hr on RunPod, so Azure is $3.28/hr above the current floor.

How fresh is this Azure Llama 3.1 8B Instruct cost page?

This page recalculates from the latest tracked on-demand rows. The freshest qualifying Azure row shown here is from Jul 9, 2026.

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