Model provider cost

Host Llama 3.1 8B Instruct on RunPod

Llama 3.1 8B Instruct needs 1x 20GB+ GPU, and RunPod's current cheapest qualifying row is RTX 4090 at $0.69/hr.

1x 20GB+ GPU 8B params Strong default Llama Community License
Cheapest on this provider
$0.69/hr
RTX 4090
Monthly estimate
$504/mo
730 hours at the current median
VRAM baseline
20GB
1x 20GB+ GPU
Qualifying rows
8
Updated Jun 21, 2026

RunPod rows that can host Llama 3.1 8B Instruct

The cheapest tracked way to host Llama 3.1 8B Instruct on RunPod is RTX 4090 at $0.69/hr. The overall tracked market floor is $0.40/hr on Vast.ai, so RunPod is $0.29/hr above the current floor.

GPU VRAM Per GPU Estimated hourly Estimated monthly Updated
RTX 4090 24GB $0.69/hr $0.69/hr $504/mo Jun 21, 2026
RTX 6000Ada 48GB $0.77/hr $0.77/hr $562/mo Jun 21, 2026
L40 48GB $0.91/hr $0.91/hr $661/mo Jun 21, 2026
A100 PCIE 80GB $1.39/hr $1.39/hr $1,015/mo Jun 21, 2026
A100 SXM4 80GB $1.49/hr $1.49/hr $1,088/mo Jun 21, 2026
H100 PCIE 80GB $2.89/hr $2.89/hr $2,110/mo Jun 21, 2026
H100 NVL 94GB $3.19/hr $3.19/hr $2,329/mo Jun 21, 2026
H100 SXM 80GB $3.29/hr $3.29/hr $2,402/mo Jun 21, 2026

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 RunPod FAQ

Can I host Llama 3.1 8B Instruct on RunPod?

The cheapest tracked way to host Llama 3.1 8B Instruct on RunPod is RTX 4090 at $0.69/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 RunPod the cheapest provider for Llama 3.1 8B Instruct?

The overall tracked market floor is $0.40/hr on Vast.ai, so RunPod is $0.29/hr above the current floor.

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

This page recalculates from the latest tracked on-demand rows. The freshest qualifying RunPod row shown here is from Jun 21, 2026.

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