Pricing - Fastino API Docs

Training

Config jobs are billed by GPU time. Interactive jobs are billed by token.

Config jobs

The rate depends on the GPU used by the selected model:

Workload	GPU	Price
Most GLiNER encoders	A100 40GB	$0.07 / GPU-minute ($4.20 / GPU-hour)
GLiNER-2.5-Decide	H100	$0.13 / GPU-minute ($7.90 / GPU-hour)

Interactive jobs

Token prices are USD per 1M tokens.

Model	Prefill (not cached)	Prefill (cached)	Sample	Train
Nemotron 3.5 Super VL	$0.16	$0.032	$0.65	$0.65
Nemotron 3.5 Lightning	$0.05	$0.01	$0.35	$0.30
Qwen3.6-35B-A3B	$0.08	$0.016	$0.44	$0.44

Train covers forward and forward/backward tokens. Sampling bills uncached prefill, cache-read, and generated output tokens separately. Interactive checkpoint storage is $0.05 per GB-month and is metered daily.

Inference

Model	Price per 1M input tokens	Price per 1M output tokens
Nemotron 3.5 Super VL	$0.08	$0.45
Nemotron 3.5 Lightning	$0.07	$0.20
Fastino Nemotron 3.5 Lightning Finance	$0.50	$0.50
Fastino Nemotron 3.5 Lightning Healthcare	$0.50	$0.50
GLiDE	$0.04	$0
GLiNER-2.5-Decide	$0.03	$0
GLiNER 2.5	$0.03	$0
GLiNER2	$0.03	$0
GLiGuard LLM Guardrails	$0.15	$0.15
GLiNER2 Privacy Filter PII	$0.03	$0
GLiGuard PII Multi	$0.15	$0.15

GLiDE responses report usage.output_tokens for their structured answers, but those output tokens are priced at $0; only input tokens are billed at the listed rate. See the Model Catalog for pricing alongside each model ID. Credit top-ups are available as you continue using Fastino, so you can keep your inference and training workflows running.