Heterogeneous · Cost-effective

H800 / 5090 / 4090 Pool

Mixed H800, RTX 5090 and 4090 deployment — cost-effective compute for mid-scale inference, fine-tuning and graphics.

Use cases

Right card per task

Match different GPUs to different jobs.

🔘

Inference

4090/5090 fit mid/low concurrency inference.

🎨

Graphics

5090 VRAM and bandwidth for render & gen.

🧪

Light fine-tune

H800 balances capacity and cost.

💰

Controlled cost

Pick per task, avoid waste.

Models

Pool composition

Flagship

H800

LLM infer/FT
VRAM80GB
Rolehigh-thru
Useinfer/FT
LLM inference mainstay.
Consumer

RTX 5090

Graphics/Infer
VRAM32GB
Edgehigh BW
Userender/infer
Graphics & generation.
Consumer

RTX 4090

Infer/Dev
VRAM24GB
Edgevalue
Useinfer/test
Dev test & mid infer.

Optimize cost with the heterogeneous pool

Put the right price on the right card.

FAQ

FAQ

What business suits the pool?

Mid-scale inference, light fine-tuning, graphics and dev testing.

How are tasks assigned?

GigaX schedules by VRAM, bandwidth and cost automatically.

Scale on demand?

Yes, elastic scaling to business peaks.

Billing?

Pay-as-you-go or monthly, flexible combos.

Spend every budget dollar where it counts

Share your workload profile for the optimal mix.