How do I build my first pipeline?

Type what you want, like 'a support copilot with Whisper and Qwen, tuned for latency.' RunInfra builds and optimizes the pipeline. Chat to refine it, then deploy.

Which AI models are supported?

Vetted Hugging Face models. LLM serving is fully supported end to end. Speech, embedding, vision, and image generation models are supported for optimization and benchmarking, with managed serving in staged rollout. Gated or unsupported models are flagged before you start, not after.

How does GPU kernel optimization work?

RunInfra profiles your model across GPUs, tries quantization, KV cache, serving, and kernel tweaks, and benchmarks the best tradeoff of speed, memory, and cost.

Can I deploy pipelines as APIs?

Yes. Supported pipelines deploy as REST endpoints in one click. If something isn't deployable yet, RunInfra tells you why instead of shipping a broken endpoint.

How is this different from using closed-source APIs?

Closed APIs hide the model and the infrastructure. With RunInfra you see both, and you benchmark open models against your own latency, throughput, and cost targets. Export the stack or run it in your own cloud to own it outright. Managed hosting is the convenient option, with a free deployment kit as your exit.

Encrypted in transit and at rest, on isolated infrastructure. Your inference data never trains anything and never leaves your deployment. RunInfra is SOC 2 Type II compliant.

One credit is one dollar. It's the single balance for everything: agent plans, optimization, benchmarking, deploys, and hosted inference.

RunInfraby RightNow

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Pay monthly to optimize, then pay as you serve.

Name: RunInfra
Brand: RunInfra
Price: 50 USD

One credit balance for optimization, deploys, and the agent. 1 credit = $1, no seats, cancel anytime.

Core

Everything you need to optimize and ship, on one credit balance.

Enterprise

Dedicated infrastructure, compliance, and custom credit volume.

Custom pricing

Everything in Core, plus

Self-hosted and custom-GPU deployment

Audit logs and role-based access control (RBAC)

B200 / H200 GPU access

Custom credit volume and contract terms

Custom SLAs up to 99.99%

SOC 2 Type II compliance

Dedicated CSM and private Slack

Compare Core and Enterprise

Core is self-serve monthly credits. Enterprise adds private infrastructure, reserved capacity, compliance, and custom terms.

Core

from $50 / month

Pricing modelMonthly credits from $50/mo

Credit value1 credit = $1

Credit balanceOne balance for optimization, deploys, and inference

SeatsNo per-seat fees

Optimization techniques

Standard GPUs (T4 to H100)

B200 / H200 GPUs

Managed deploy

Self-hosted / custom GPUIncluded (deployment kit + BYOC)

OpenAI-compatible API

Audit logs and RBAC

SOC 2 Type II

SLA99.9%

SupportPriority email

Enterprise

Custom

Pricing modelCustom credit volume and terms

Credit value1 credit = $1, volume terms available

Credit balanceOne shared balance with custom controls