Name: RunInfra
Brand: RunInfra
Price: 50 USD

Question 1

What is RunInfra?

Accepted Answer

Describe what you want to run. RunInfra picks compatible open models, benchmarks GPUs, tunes the runtime, and gives you a deploy-ready stack.

Question 2

How do I build my first pipeline?

Accepted Answer

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.

Question 3

Which AI models are supported?

Accepted Answer

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.

Question 4

How does GPU kernel optimization work?

Accepted Answer

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

Question 5

Can I deploy pipelines as APIs?

Accepted Answer

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.

Question 6

How is this different from using closed-source APIs?

Accepted Answer

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.

Question 7

Is my data secure?

Accepted Answer

Encrypted in transit and at rest, on isolated infrastructure. Your inference data never trains anything. Run an exported kit in your own cloud and your inference data stays there. Use our managed endpoints and it passes through the subprocessors listed in our privacy policy. RunInfra is SOC 2 Type II attested.

Question 8

How does the balance work?

Accepted Answer

You pay a monthly amount and spend from one balance, in dollars. The same balance covers agent plans, optimization, benchmarking, deploys, and hosted inference.

Compare Core and Enterprise Core is self-serve, billed monthly. Enterprise adds private infrastructure, reserved capacity, compliance, and custom terms.	Core from $50 / month	Enterprise Custom
Pricing model	Monthly plan from $50/mo	Custom volume and terms
Balance	One balance for optimization, deploys, and inference	One shared balance with custom controls
Seats	No per-seat fees	No per-seat fees
Optimization techniques
Standard GPUs (T4 to H100)
B200 / H200 GPUs
Managed deploy
Self-hosted / custom GPU	Included (deployment kit + BYOC)	Included, plus custom-GPU deployment
OpenAI-compatible API
Audit logs and RBAC
SOC 2 Type II
SLA	99.9%	Up to 99.99%
Support	Priority email	Dedicated CSM and private Slack

Compare Core and Enterprise Core is self-serve, billed monthly. Enterprise adds private infrastructure, reserved capacity, compliance, and custom terms.	Core from $50 / month	Enterprise Custom
Pricing model	Monthly plan from $50/mo	Custom volume and terms
Balance	One balance for optimization, deploys, and inference	One shared balance with custom controls
Seats	No per-seat fees	No per-seat fees
Optimization techniques
Standard GPUs (T4 to H100)
B200 / H200 GPUs
Managed deploy
Self-hosted / custom GPU	Included (deployment kit + BYOC)	Included, plus custom-GPU deployment
OpenAI-compatible API
Audit logs and RBAC
SOC 2 Type II
SLA	99.9%	Up to 99.99%
Support	Priority email	Dedicated CSM and private Slack

Pay monthly to optimize, then pay as you serve.

Core

Enterprise

Common questions

Deploy your first optimized model, measured before you ship

Pay monthly to optimize, then pay as you serve.

Core

Enterprise

Common questions

Deploy your first optimized model, measured before you ship