Pricing

Free under 8 GPUs. Per GPU after that.

Priced per managed GPU: a GPU that passed through the admission hook that month. Blocking is never the paywall: the CLI, the PR bot and the hook block on the free tier too. Early-access rates lock in when you subscribe.

Free

$0 forever
  • CLI, MCP server and Claude Code plugin
  • The 50 structural checks and the PR bot
  • The API, at the free quota
  • The self-hosted verifier container
  • The admission hook, free under 8 GPUs
Start with the CLI →

Change pre-check report

$3,000 flat
  • Your configs and the last 30 days of jobs: what each asked for against what it needed, card by card
  • A pre-check of each change in that window: model or checkpoint, training recipe, parallel layout, serving config
  • Credited in full toward a subscription
Ask for the report →

Team

$15 /GPU/mo
  • Admission hook at submit: SLURM cli_filter or SkyPilot admin policy
  • The pre-check on every model change PR, in CI
  • A ledger of predicted against measured, per job
  • Change alerts for the models you run

Per managed GPU, billed annually: $180 per GPU a year, minimum 32 GPUs ($5,760 a year). Teams that only use pull requests can pay $20 per active committer a month instead.

Talk to us →

Enterprise / self-hosted

$25 /GPU/mo
  • Everything in Team
  • SSO
  • The self-hosted container inside your own network, with support, and an offline proof you can run
  • Unlimited change history for private repositories
  • Your own house rules and limits

Per managed GPU, billed annually: $300 per GPU a year.

Book a call →

What each tier gates

Read from the plan cards above; nothing here is in addition to them.

WhatStarts atDocs
CLI, MCP server and Claude Code pluginFreeCLI, hook, MCP
The 50 structural checks and the PR botFreeBot
The API, at the free quotaFreeAPI
The self-hosted verifier containerFreeSelf-hosted
The admission hookFree under 8 GPUs; Team per managed GPU after thatHooks
Your configs and 30 days of jobs, requested against needed, and a pre-check of each change in that windowReport, $3,000 flat, credited in full toward a subscription
The pre-check on every model change PR, in CITeamBot
A ledger of predicted against measured, per jobTeam
Change alerts for the models you runTeamChange feeds
Blocking a change that will not fit, in the CLI, the PR bot and the hookFreeHooks
SSO; the self-hosted container with support, and an offline proof; unlimited change history for private repositories; your own house rules and limitsEnterprise / self-hostedSelf-hosted

The design app

Neurarch app (design canvas and agent). Free with 15 agent messages a day. Pro, $19/mo: 500 agent messages a month, Hugging Face, arXiv and code import, notebook and model-card export. Pro Plus, $39/mo: 2,000 agent and 200 Claude messages, workspaces, live training dashboard. Existing subscriptions are unchanged.

Questions

What counts as a GPU?

A managed GPU: one that passed through the admission hook that month, counted once however many jobs it ran. Under 8, it is free. Team is billed annually with a minimum of 32 GPUs ($5,760 a year).

Do I pay to block a change?

No. Blocking is never the paywall: the CLI, the PR bot and the hook block on the free tier. Team pays for scale past 8 GPUs and the record; Enterprise for SSO, the supported self-hosted container and unlimited private change history.

Is anything billed per seat?

Only if you choose it. Teams that use only the pull-request side can pay $20 per active committer a month instead of per GPU; a team already paying per GPU gets the pull-request side included. The older design app has per-user plans.

What leaves my network?

Depends on where it runs; every surface is listed on the trust page. The self-hosted container makes no outbound connection.