GraphN / Pricing

Published usage pricing.

Token pricing for hosted models, GPU runtime for custom models, and platform meter rates. Numbers mirror the billing catalog and render fail-closed when a rate is unpublished.

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LLM inference

USD per 1M tokens. Use built-ins for token billing, custom deployments for GPU runtime, and imported models through your provider account.

Model	Input	Output
qwen3-80b	$0.20/1M	$0.60/1M
qwen3-235b	$0.22/1M	$0.88/1M
qwen3-coder	$0.90/1M	$0.90/1M
nemotron-3-super	$0.90/1M	$0.90/1M
gpt-oss-120b	$0.15/1M	$0.60/1M
qwen2.5-vl-7b-instruct	$0.05/1M	$0.05/1M
qwen3-vl	$0.10/1M	$0.15/1M
qwen3.8-27b	$0.45/1M	$3.20/1M
qwen3.5-122b-a10b-fp8	$0.29/1M	.40/1M
gemma-4	$0.39/1M	$0.97/1M
gemma-4-e4b	$0.15/1M	$0.60/1M
custom:*	Runs on our GPUs and is billed by runtime, not tokens.
imported:*	Runs through your provider account and is not billed by GraphN.

Custom model GPU runtime

Per GPU-hour

$5.00/GPU-hr

Per GPU-second

$0.00138889/GPU-second

Platform meters

KB embedding tokens

$0.02/1M input tokens

KB rerank tokens

$0.02/1M input tokens

Unstructured RAG ingestion

$4.00/1,000 pages

Markdown conversion

$0.50/1,000 pages

Object storage

$0.069/GB-month

Standing bytes are measured hourly; 730 hours equals one billing month.

Knowledge base vector storage

.10/GB-month

Qdrant vector and payload bytes are measured hourly.

Function invocation

$0.40/1M calls

Connector invocation

$0.40/1M calls

Function compute

$0.0000166667/GB-second

RAG job trigger

$0/call

Free allowance: $0.00/call

Pricing FAQ

What counts as a GPU-second?

One GPU-second is one second of active runtime on a single GPU for a custom model using your weights on GraphN-managed GPUs. Runtime is billed per GPU, so a deployment on two GPUs accrues two GPU-seconds for every wall-clock second.

Are built-in and imported models billed the same way?

No. Built-ins bill by token usage on GraphN. Imported models run on your external provider and are billed by that provider.

Where can I estimate monthly spend by workload?

In the app, go to your organization billing pricing section for calculator-style estimates and breakdown arithmetic.