AI Tool Atlas

CodingDocumented overviewLast checked Oct 2, 2026

RightNow AI (RunInfra): Pricing, Features & Best Use Cases

YC-backed GPU research lab behind RunInfra: hosted open-model APIs and coding plans for tools like Claude Code.

RightNow AI (RunInfra) homepage screenshot, coding AI tool

Our take: Pick RunInfra if you want cheap hosted open models behind OpenAI- or Anthropic-compatible endpoints, especially for coding agents with a flat monthly plan.

Main limitation: Pay as you go needs a $5 minimum top-up and has no contractual SLA or SOC 2 Type II; coding plans are capped per 5-hour and weekly windows.

By the AI Tool Atlas editors. Based on the vendor's official documentation; we have not tested this product hands-on. What “documented overview” means

Is RightNow AI (RunInfra) right for you?

Pick RunInfra if you want cheap hosted open models behind OpenAI- or Anthropic-compatible endpoints, especially for coding agents with a flat monthly plan. Based on the vendor's documentation, not on a hands-on test.

Best for: Developers using coding agents with open models

Also a good fit for

  • Teams needing low-cost hosted open-model APIs

Consider another tool if $5 minimum top-up for pay as you go

Or if

  • Pay-as-you-go tier has no contractual SLA and no SOC 2 Type II
  • Coding plan usage is capped per 5-hour and weekly windows

RightNow AI (RunInfra) pricing and usage limits

Prices checked Oct 2, 2026 on the official US pricing page. Official pricing ↗ Prices and limits change often.

RightNow AI (RunInfra) pricing page with plans and prices — screenshot of the coding AI tool, Oct 2, 2026
The official RightNow AI (RunInfra) pricing page as we saw it. rightnowai.co, captured Oct 2, 2026

Free access and trial conditions

New accounts start with $1 free to test Model APIs.

None beyond the $1 credit.

Paid plans: what changes as you upgrade

Pay as you go api

Usage-based source (opens in a new tab)

Usage

For: Apps and APIs

Limits

  • $5 minimum top-up
  • Credits valid one year

Includes

  • OpenAI- and Anthropic-compatible APIs
  • No per-seat fees
1 more
  • Priority email support

API included

Coding plan Starter api

$10 source (opens in a new tab)

Monthly

For: Light agent use

Limits

  • About $12 usage a month
  • 5-hour limit $1.11

Includes

  • Reset every 5 hours and weekly
  • Standby at limit

API included

Coding plan Pro api

$29 source (opens in a new tab)

Monthly

For: Regular agent use

Limits

  • About $35 usage a month
  • 5-hour limit $3.23
1 more
  • Weekly limit $8.08

Includes

  • Standby at limit

API included

Coding plan Team api

$99 source (opens in a new tab)

Monthly

For: Shared team use

Limits

  • About $119 usage a month
  • 5-hour limit $10.98
1 more
  • Weekly limit $27.46

Includes

  • Plan shared by workspace

API included

Enterprise api

Custom pricing source (opens in a new tab)

Unknown

For: Compliance and custom volume

Includes

  • Audit logs and RBAC
  • SOC 2 Type II
2 more
  • SLA up to 99.99%
  • Dedicated CSM

API included

Usage caps, credits and extra costs

Credits beyond plan allowance; images and audio are pay as you go.

Not stated.

What is RightNow AI (RunInfra), and how does it work?

RightNow Research is a YC-backed GPU research lab building tools that close the gap between AI models and the hardware they run on. Its product RunInfra offers GPU infrastructure for deploying, measuring and operating inference workloads, plus hosted Model APIs for open models. The pricing page lists pay-as-you-go Model APIs from a $5 top-up and a coding plan from $10 a month for tools such as Claude Code, Codex and OpenCode. The lab also publishes papers and open-source projects such as OpenFang and AutoKernel.

RightNow AI (RunInfra) homepage — screenshot of the coding AI tool, Oct 2, 2026
RightNow AI (RunInfra)'s official site: how the product presents itself. rightnowai.co, captured Oct 2, 2026

What you provide and what you get back

How RightNow AI (RunInfra) works: what you provide, where it runs and what you get backYOU PROVIDEYour inputChat/Messages API requests from S…Prepaid credits or a coding plan…CODINGRightNow AI (RunInfra)APIfrom $10 (Coding plan Starter)free tier availableaccount requiredchecked Oct 2, 2026YOU GET BACKThe resultModel completions streamed over A…Usage and plan headers per respon…input → RightNow AI (RunInfra) → output · from the vendor's own pages, no hands-on test unless stated
What you give RightNow AI (RunInfra) and what comes back, from its documentation

You provide

  • Chat/Messages API requests from SDKs or coding agents
  • Prepaid credits or a coding plan subscription

You get back

  • Model completions streamed over API
  • Usage and plan headers per response

Where you can use it

Platforms
API
Account
Required
Compatible APIs
OpenAI chat completions and Anthropic Messages source (opens in a new tab)
Starter allowance
About $12 of usage per month source (opens in a new tab)
Reset windows
Every 5 hours and weekly source (opens in a new tab)
Cheapest listed token price
$0.05 input / $0.15 output per 1M (Nemotron 3.5 Lightning 30B) source (opens in a new tab)

Best use cases for RightNow AI (RunInfra)

Scenarios are worked out by our editors from the documentation; the actual result depends on your input and plan.

Running open models through OpenAI- or Anthropic-compatible APIs

Who
Developers building apps on open models
You provide
API key and chat requests
Expected result
Per-token billed completions from hosted open models
Plan needed
Pay as you go
Limitation
$5 minimum top-up source (opens in a new tab)

Powering coding agents with a monthly coding plan

Who
Engineers using Claude Code, Codex or OpenCode
You provide
Plan connection through the setup prompt
Expected result
Included usage that resets every 5 hours and weekly
Plan needed
Coding plan (Starter, Pro, Team)
Limitation
Capped by 5-hour and weekly limits source (opens in a new tab)

Deploying and measuring GPU inference workloads

Who
ML teams that run inference
You provide
Workloads to deploy on GPUs
Expected result
Deployed, measured inference infrastructure via RunInfra
Plan needed
Enterprise
Limitation
Details are on runinfra.ai, not in the pages fetched source (opens in a new tab)

RightNow AI (RunInfra) features and their limits

RightNow AI (RunInfra) homepage — screenshot of the coding AI tool, Oct 2, 2026
Feature overview on the official site. rightnowai.co, captured Oct 2, 2026

Hosted Model APIs priced per token

Bills hosted open models per million input, cached input and output tokens. Keeps costs predictable for variable workloads.

Access: Pay as you go from a $5 top-up.Limit: Credits last a year per the pricing FAQ. source (opens in a new tab)

OpenAI-compatible chat completions and Anthropic-compatible Messages

Serves chat completions at /v1/chat/completions and Anthropic-style Messages at /v1/messages. Lets existing SDKs and agents work by changing base URL and key.

Access: Any workspace API key.Limit: Streaming and JSON mode vary by model. source (opens in a new tab)

Coding plan with usage resetting every 5 hours and weekly

Includes a dollar allowance that refreshes every 5 hours and every week, with credits or free Standby at a limit. Gives developers a predictable monthly price for agent use.

Access: Starter $10, Pro $29, Team $99 per month.Limit: Plan covers chat only; images and audio stay pay as you go. source (opens in a new tab)

Cached input discounts on supported models

Discounts repeated prompt prefixes to roughly $0.01 to $0.03 per 1M cached tokens on listed models. Cuts cost of long agent sessions.

Access: Supported models only.Limit: Cache hit rates shown are last-24-hour figures, not guarantees. source (opens in a new tab)

RightNow AI (RunInfra) pros and cons

Where RightNow AI (RunInfra) is strong

  • Pay as you go with no subscription and no per-seat fees You pay only for tokens used, with nothing for idle capacity. documented source (opens in a new tab)
  • New accounts start with $1 free to test Model APIs Testing costs nothing at first thanks to the starter credit. documented source (opens in a new tab)
  • Compatible with OpenAI and Anthropic API formats Existing OpenAI or Anthropic SDK code works by swapping the endpoint. documented source (opens in a new tab)

Limitations to check before paying

  • $5 minimum top-up for pay as you go Larger compliance needs require an Enterprise contract. documented source (opens in a new tab)
  • Pay-as-you-go tier has no contractual SLA and no SOC 2 Type II Heavy agent use can pause or slow service until a reset. documented source (opens in a new tab)
  • Coding plan usage is capped per 5-hour and weekly windows A cap can stop a long coding session mid-task. documented source (opens in a new tab)

How to use RightNow AI (RunInfra) for running coding agents on hosted open models

RightNow AI (RunInfra) documentation — screenshot of the coding AI tool, Oct 2, 2026
RightNow AI (RunInfra) documentation: where the steps below come from. rightnowai.co, captured Oct 2, 2026

Set up RightNow AI (RunInfra)

  1. Create a RunInfra workspace and add credits or choose a coding plan.
  2. Create a workspace API key.
  3. Paste the setup prompt into your coding agent or point the SDK at api.runinfra.ai/v1.
  4. Approve the sign-in and the setup plan.

Example: running coding agents on hosted open models

  1. Choose a model such as Qwen3.8 27B.
  2. Send a chat completions request with your key.
  3. Review the response header showing what paid for the request.
  4. Watch usage against the 5-hour limit.

Review and export the result

  1. Confirm the response header shows plan, credits or Standby.
  2. Check the balance after a test run.
Example prompt suggested by our editors (not a recorded output of the product)
Set up RunInfra's open models in this coding agent for me.

RightNow AI (RunInfra) API

RightNow AI (RunInfra) documentation — screenshot of the coding AI tool, Oct 2, 2026
RightNow AI (RunInfra) documentation (continued). rightnowai.co, captured Oct 2, 2026

API access and separate billing

RightNow AI (RunInfra) has no public API in its official documentation. OpenAI and Anthropic compatible API documentation ↗

Privacy, data use and commercial rights

Summarized from the vendor's current policies; this is not legal advice and a vendor's badge is not an independent audit.

How your inputs and outputs are handled

Prompts and completions pass through hosted models.

Pricing page states no training on your data.

Not stated in fetched pages.

Commercial use and plan restrictions

SOC 2 Type II and contractual SLA only on Enterprise.

Controls for business users

  • Workspace isolation
  • Audit logs and RBAC
  • TLS in transit, AES-256 at rest

Best RightNow AI (RunInfra) alternatives for different needs

"Better suited" is based on documented features and pricing, not on a head-to-head test.

GitHub Copilot: better suited to

Cursor: better suited to

Alternatives
AlternativeWhen to choose itPricingLimitation
GitHub Copilot——Compare
Cursor——Compare

Explore RightNow AI (RunInfra) further

RightNow AI (RunInfra) pricing, plan by planEvery plan with USD prices, limits and what is free.Best RightNow AI (RunInfra) alternativesTools for the same job, by need and starting price.Best AI coding toolsOur picks in this category, compared by price and free tiers.

Tools and guides near RightNow AI (RunInfra)

RightNow AI (RunInfra) user reviews

No user reviews yet.

Used RightNow AI (RunInfra)? Be the first to share your experience.

Write a review

Reviews are checked by a moderator before they appear. Your email is never published. Plain text only.

Your rating (required)

Show what you made or what went wrong. Images are published only if the review is approved; location data is removed.

    RightNow AI (RunInfra) FAQ

    What is the minimum top-up for RunInfra pay as you go?

    $5; credits are valid for one year.

    What happens when a RunInfra coding plan reaches its limit?

    Credits pay if you enabled them, otherwise free slower Standby serves chat, otherwise requests stop.

    When do RunInfra coding plan limits reset?

    The 5-hour window starts at your first request, and the weekly limit resets on a fixed schedule from activation.

    Which agents does RunInfra list for its coding plan?

    Claude Code, Codex, OpenCode, Aider, Cline, Continue and others, 19 agents ready.

    Does RunInfra train on customer data?

    No, the pricing page lists No training on your data.

    Sources and review methodology

    Official sources and verification dates

    Not verified: Privacy policy and data retention details not in fetched pages.; Homepage rightnowai.co is a research page; product is RunInfra..

    How we documented and maintain this page

    Every fact about RightNow AI (RunInfra) above comes from the 5 official pages listed here, last compared on Oct 2, 2026; we have not run RightNow AI (RunInfra) ourselves, so it has no editorial score. How we check and re-check pages.

    Article updated Oct 2, 2026; prices checked Oct 2, 2026. Outbound links to vendors are plain links; we do not earn commissions. How we review · Report an error