Name: RunInfra
Brand: RunInfra

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RunInfraby RightNow

Pricing

Simple, transparent pricing

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 pipeline builder

3 optimization sessions / month

Full Hugging Face model catalog

AWQ optimized model search

Smart auto GPU selection

Custom GPU picker (T4 → B200)Pro

Smart routing (complexity, cost, latency)

Pipeline playground (100 req/day)

3 active pipelines

7-day metrics retention

Community support

Pro

For solo builders and small teams shipping AI inference endpoints.

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/ month

20 optimization sessions. Overage at $2.50 / session.

Everything in Starter, plus:

20 optimization sessions per month

Overage at $2.50 per session (from credit balance)

Unused sessions roll over up to 40 (2 months)

Custom GPU picker (T4, L4, A10G, L40S, A100-40GB, A100-80GB, H100, H200, B200)

Per-GPU cost visibility

Deploy tab unlocked in chat sessions

Pay-per-million-token inference credits (top up any time)

Deployed API endpoints (scale-to-zero)

Unlimited active pipelines

Kernel Agent (GPU kernel generation)

Full optimization suite (AWQ, GPTQ, FP8)

RunQuant: custom quantization engine

Pipeline versioning with comparison

Stress testing and preflight checks

Scaling config (up to 8 replicas)

Fast cold starts (under 2s)

90-day metrics with cost analytics

99.9% SLA, priority support

Team

For teams that need advanced optimization and collaboration.

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/ seat / month

100 optimization sessions / seat pooled. 10% token discount at 100M+/mo.

Everything in Pro, plus:

100 optimization sessions per seat (pooled workspace-wide)

Overage at $2.50 per session (from shared credit balance)

Rollover up to 200 sessions per seat

Always-on endpoints (zero cold start)

NVIDIA TensorRT-LLM integration

Speculative decoding

Advanced routing (weighted, multi-model)

Custom model uploads

Scaling config (up to 32 replicas)

1-year metrics retention

SSO (coming soon), audit logs, RBAC

99.95% SLA

Shared Slack support

Enterprise

Dedicated infrastructure, compliance, and volume pricing.

Custom

Everything in Team, plus:

Dedicated GPU infrastructure with reserved capacity

Private model onboarding (fine-tuned weights)

Custom SLAs (up to 99.99% uptime)

Volume token pricing (up to 40% off)

Unlimited metrics retention

SOC 2 and HIPAA compliance

Dedicated CSM and private Slack

Compare plans	Starter $0/ month	Pro $49/ month	Team $249/ seat / month	Enterprise Custom
Chat-driven builder
Optimization sessions	3 / month	20 / month + $2.50 overage	100 / seat pooled	Unlimited
Session rollover		Up to 40 (2 months)	Up to 200 / seat	Custom
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

FAQ

Common questions

Can't find what you're looking for? Get in touch

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.