Simple, transparent pricing.

Name: RunInfra
Brand: RunInfra

Start free and scale as you grow. Only pay for the GPU compute you use.

Starter

Build and test pipelines, no deployment.

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/ month

Chat-driven builder + full Hugging Face catalog

3 trial optimization runs / month

Pipeline playground (100 req/day)

Smart auto GPU + routing

3 active pipelines

7-day metrics retention

Community support

Pro

For solo builders shipping inference endpoints.

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/ month

$50 / month in Optimization credits for optimization, agent chat, runbooks (yearly grants the full $600 upfront)

Pay-per-million-token Inference credits, top up any time

OpenAI-compatible API at 500 req/min

Deploy tab + scale-to-zero endpoints (under 2s cold start)

Custom GPU picker (T4, L4, A100, H100, H200, B200)

Optimization suite (AWQ, GPTQ, FP8, RunQuant)

Unlimited pipelines, up to 8 replicas

90-day metrics, 99.9% SLA, priority support

Team

For teams running production inference at scale.

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/ seat / month

$250 / seat / month in Optimization credits, shared pool (yearly grants $3,000 per seat upfront)

Always-on endpoints, zero cold start

OpenAI-compatible API at 5,000 req/min

TensorRT-LLM, speculative decoding, advanced routing

Kernel Agent GPU kernel optimization

Custom model uploads, up to 32 replicas

1-year metrics retention

SSO, audit logs, RBAC

99.95% SLA, shared Slack support

Enterprise

Dedicated infrastructure, compliance, volume pricing.

Custom

Reserved GPU capacity with custom SLAs (up to 99.99%)

OpenAI-compatible API at 50,000+ req/min, custom ceilings

Volume token pricing (up to 40% off)

Custom model uploads at scale, secure ingest

Unlimited metrics retention

SOC 2 Type II compliance

Dedicated CSM and private Slack

Compare plans	Starter $0/ month	Pro $49/ month	Team $249/ seat / month	Enterprise Custom
Chat-driven builder
Optimization credits	3 trial runs / month	$50 / month included	$250 / seat / month included	Custom postpaid
Unused optimization hold		Refunded automatically	Refunded automatically	Contract terms
Active pipelines	3	Unlimited	Unlimited	Unlimited
Model catalog	Full HF catalog	Full HF catalog	Full HF catalog	HF + private models
Deployed API endpoint
Kernel Agent (GPU kernel generation)
Custom GPU picker
Optimization methods	AWQ	AWQ, GPTQ, FP8, RunQuant	AWQ, GPTQ, FP8, RunQuant	All + custom
NVIDIA TensorRT-LLM
Speculative decoding
Smart routing	Basic	Full	Advanced (weighted)	Custom
Scaling replicas		Up to 8	Up to 32	Custom
Stress testing and preflight
Pipeline versioning
Inference pricing	Playground only	Per million tokens	10% off at 100M+	Up to 40% off
Metrics retention	7 days	90 days	1 year	Unlimited
SLA guarantee	-	99.9%	99.95%	99.99%
SSO (coming soon) and audit logs
Support	Community	Priority email	Shared Slack	Dedicated CSM

Common questions

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What is RunInfra?

RunInfra is a chat-native AI model optimization and infrastructure platform. You describe the AI application or inference pipeline you want to build, and RunInfra selects the right open-source models, benchmarks GPU tiers, tunes runtime settings, applies optimizations, and ships production-ready infrastructure from one conversation.