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gpt-osson your own GPUs.

OpenAI's open-weight gpt-oss models on hardware you own. The 120b model fits on one 80GB GPU in its native 4-bit format. The 20b model runs on a 24GB card.

This card is the installation. Pick a size on its edge and it is re-issued.

LLM_Deploy
Card no. LD-61Issued 2026-10-27OpenAI

gpt-oss-20b

Pilot $4,900 fixed

Sizes
~21B MoE
Active params
3.6B
Context
128K
Licence
Apache 2.0
Fits on
1× T4 16GB at 4-bit, 1× RTX 5090 32GB at FP8
Endpoint
llm.yourcompany.internal/v1
Egress
0
Owner
YOU

The 72-hour pilot with gpt-oss.

$4,900 fixed. Both are mixture-of-experts models with few active parameters, so they are cheap to serve for their size.

Live on your data

72 h$4,900 fixed

gpt-oss live on your data in 72 hours. The clock starts after access and prerequisites.

Your endpoint

/v1OpenAI-compatible

OpenAI-compatible endpoint. Your applications switch by changing the base URL.

Your hardware

  • gpt-oss-20b1× T4 16GB at 4-bit, 1× RTX 5090 32GB at FP8
  • gpt-oss-120b1× H100 80GB at 4-bit, 1× H200 141GB at FP8

The readout

Evalon your data

Reference evaluation on your data. Readout and production scoping.

We size the hardware and source it at cost, with no markup. Ballpark: one H100 80GB ≈ $25–30k; a 4×H100 node ≈ $180–240k; smaller models run on far less.

Same SDK. Change the base URL.

The model is one parameter. Everything else in your application stays as it is.

client = OpenAI(
    base_url="https://llm.yourcompany.internal/v1",   # inside your network
    api_key="your-key",
)
reply = client.chat.completions.create(
    model="gpt-oss-20b",
    messages=[{"role": "user", "content": "Summarise this contract."}],
)

Licence, plainly.

  • gpt-oss-20bApache 2.0Commercial use: permitted
  • gpt-oss-120bApache 2.0Commercial use: permitted

gpt-oss is released under Apache 2.0: commercial use, modification and private deployment are permitted.

OpenAI also publishes a usage policy alongside the weights. We go through it with you during scoping.

Published by OpenAI. We are not affiliated with the vendor. This is a summary, not legal advice.

Related models.

Sizing for every model and GPU

Talk to an engineer.

Tell us the model, the data and the GPUs you have. An engineer from Limassol or Auckland scopes the 72-hour pilot with you.

limassol.officeLocal time

 

Limassol HQ

Cyprus, 24/7

+357 25 123877
auckland.officeLocal time

 

Auckland

New Zealand, 24/7

+64 9 887 9088