Model provider cost

Host Llama 3.2 3B Instruct on GCP

Llama 3.2 3B Instruct needs 1x 12GB+ GPU, and GCP's current cheapest qualifying row is L4 at $0.65/hr.

1x 12GB+ GPU 3B params Entry-level quality Llama Community License
All LLM costs All GCP GPUs
Cheapest on this provider
$0.65/hr
L4
Monthly estimate
$474/mo
730 hours at the current median
VRAM baseline
12GB
1x 12GB+ GPU
Qualifying rows
4
Updated Jul 9, 2026
Live hosting options

GCP rows that can host Llama 3.2 3B Instruct

The cheapest tracked way to host Llama 3.2 3B Instruct on GCP is L4 at $0.65/hr. The overall tracked market floor is $0.39/hr on RunPod, so GCP is $0.26/hr above the current floor.

Price source Google Cloud Billing API Published list pricing; private discounts and capacity terms are not reflected.
Methodology Freshness
GPU VRAM Per GPU Estimated hourly Estimated monthly Offers Updated
L4 24GB $0.65/hr $0.65/hr $474/mo 59 Jul 9, 2026
Google Cloud Billing API 59 offers · Jul 9, 2026 global aggregate
L40 48GB $0.66/hr $0.66/hr $482/mo 55 Jun 21, 2026
Google Cloud Billing API 55 offers · Jun 21, 2026 global aggregate
H100 SXM 80GB $4.84/hr $4.84/hr $3,534/mo 188 Jul 9, 2026
Google Cloud Billing API 188 offers · Jul 9, 2026 global aggregate
B200 192GB $11.28/hr $11.28/hr $8,232/mo 87 Jul 9, 2026
Google Cloud Billing API 87 offers · Jul 9, 2026 global aggregate
Model fit

Why this setup does or does not fit

VRAM floor

1x 12GB+ GPU

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

Model quality

Entry-level quality

Cheap and responsive, but noticeably weaker on nuanced reasoning, coding, and edge cases than 8B+ models.

Operational note

Meta 3B

Good first self-hosted model when you want something inexpensive and easy to operate.

FAQ

Llama 3.2 3B Instruct on GCP FAQ

Can I host Llama 3.2 3B Instruct on GCP?

The cheapest tracked way to host Llama 3.2 3B Instruct on GCP is L4 at $0.65/hr.

What GPU memory does Llama 3.2 3B Instruct need?

Our baseline for Llama 3.2 3B Instruct is 1x 12GB+ GPU. The practical recommendation is 1x 24GB GPU for comfortable headroom.

Is GCP the cheapest provider for Llama 3.2 3B Instruct?

The overall tracked market floor is $0.39/hr on RunPod, so GCP is $0.26/hr above the current floor.

How fresh is this GCP Llama 3.2 3B Instruct cost page?

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

Next research paths

Compare this setup

All self-hostable LLM costs Compare the full model catalog against live GPU prices. All GCP GPU prices Open the provider catalog behind these model hosting options. GCP vLLM hosting prices Compare this model-specific estimate with the broader vLLM workload slice. Cheapest market setup: RunPod L4 Compare against the current $0.39/hr tracked floor.