Model provider cost

Host Qwen2.5-Coder 32B Instruct on AWS

Qwen2.5-Coder 32B Instruct needs 1x 48GB+ GPU, and AWS's current cheapest qualifying row is A100 SXM4 at $3.09/hr.

1x 48GB+ GPU 32B params High-end coding Apache 2.0
All LLM costs All AWS GPUs
Cheapest on this provider
$3.09/hr
A100 SXM4
Monthly estimate
$2,254/mo
730 hours at the current median
VRAM baseline
48GB
1x 48GB+ GPU
Qualifying rows
4
Updated Jul 9, 2026
Live hosting options

AWS rows that can host Qwen2.5-Coder 32B Instruct

The cheapest tracked way to host Qwen2.5-Coder 32B Instruct on AWS is A100 SXM4 at $3.09/hr. The overall tracked market floor is $0.44/hr on RunPod, so AWS is $2.65/hr above the current floor.

Price source AWS public EC2 pricing data Published list pricing; private discounts and capacity terms are not reflected.
Methodology Freshness
GPU VRAM Per GPU Estimated hourly Estimated monthly Offers Updated
A100 SXM4 80GB $3.09/hr $3.09/hr $2,254/mo 4 Jul 9, 2026
AWS public EC2 pricing data 4 offers · Jul 9, 2026 global aggregate
L40 48GB $3.39/hr $3.39/hr $2,471/mo 16 Jul 9, 2026
AWS public EC2 pricing data 16 offers · Jul 9, 2026 global aggregate
H100 SXM 80GB $6.88/hr $6.88/hr $5,022/mo 2 Jul 9, 2026
AWS public EC2 pricing data 2 offers · Jul 9, 2026 global aggregate
H200 141GB $7.91/hr $7.91/hr $5,776/mo 2 Jul 9, 2026
AWS public EC2 pricing data 2 offers · Jul 9, 2026 global aggregate
Model fit

Why this setup does or does not fit

VRAM floor

1x 48GB+ GPU

1x 48GB GPU or better. Long prompts, batching, and KV cache can require extra headroom.

Model quality

High-end coding

A clear step up for code generation and repo work, but the 48GB floor makes serving meaningfully pricier.

Operational note

Qwen 32B

A practical breakpoint where coding quality jumps but hosting leaves consumer cards behind.

FAQ

Qwen2.5-Coder 32B Instruct on AWS FAQ

Can I host Qwen2.5-Coder 32B Instruct on AWS?

The cheapest tracked way to host Qwen2.5-Coder 32B Instruct on AWS is A100 SXM4 at $3.09/hr.

What GPU memory does Qwen2.5-Coder 32B Instruct need?

Our baseline for Qwen2.5-Coder 32B Instruct is 1x 48GB+ GPU. The practical recommendation is 1x 48GB GPU or better.

Is AWS the cheapest provider for Qwen2.5-Coder 32B Instruct?

The overall tracked market floor is $0.44/hr on RunPod, so AWS is $2.65/hr above the current floor.

How fresh is this AWS Qwen2.5-Coder 32B Instruct cost page?

This page recalculates from the latest tracked on-demand rows. The freshest qualifying AWS 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 AWS GPU prices Open the provider catalog behind these model hosting options. AWS vLLM hosting prices Compare this model-specific estimate with the broader vLLM workload slice. Best GPU for Qwen Coder 32B hosting See which 48GB-class GPU is the cheapest way to serve Qwen2.5-Coder 32B. Cheapest market setup: RunPod A40 Compare against the current $0.44/hr tracked floor.