GILD verdict
Choose Grok when one plan should cover chat, search, voice, and Grok Imagine for the same people, and Cursor belongs on that bill too.
- The workflow
- Company-wide questions, current-events research, hands-free voice, and image or video drafts, on grok.com and the mobile apps, with connectors into Gmail, Google Drive, Microsoft 365, and Salesforce.13
- The decisive evidence
- DocumentedEach paid seat gets one weekly pool shared across Grok and Cursor, and products draw from it at different rates. Usage past the pool bills from prepaid credit until the monthly additional usage limit stops it.101112
- DocumentedWeb Search and X Search let Grok answer from the live web and X with citations. On Business and Enterprise, each of the four business connectors works only after an admin provisions it.615
- GILD analysisGrok's Signals page, built from 71 public accounts, reads the 49 with a counted stance as mixed. Users praise everyday answers and voice mode most, and the most raised concern is a paid allowance that runs out within days for heavy users. Company accounts are fewer and public: GitHub serves Grok models in Copilot and logged an upstream incident on Oct 23 to 24, 2026, the Department of War runs Grok for Government on GenAI.mil, and ChatPRD runs its support agent on Grok Bot with a person approving each refund.
Grok
AI Assistant by xAI
+9 MixedFit and limits
Who it fits
- Your people generate images and video alongside chat each week, and one weekly pool across every product suits that mix better than separate product quotas.
- Your engineers already use Cursor, and one workspace and one bill for Grok and Cursor simplifies purchasing.
- Your work lives in Gmail, Google Drive, Microsoft 365, or Salesforce, which Grok reaches through built-in connectors, and internal systems can sit behind a custom MCP server.
- You need Enterprise controls such as an organization tied to your email domain, SSO through Okta, Azure AD, or Google Workspace, SCIM provisioning, and custom retention.
Where it falls short
- Seat prices hide usage. Different products draw different amounts from the weekly pool, and a long video or coding task takes far more than a chat message. Usage past the pool bills at standard rates that cost more per action than the included pool.
- Admin is split. Grok Business licenses and Enterprise SSO run in console.x.ai, while The X Subscription's seats and billing run at grok.com/dashboard. Switching a team to The X Subscription cancels Grok Business permanently.
- Custom MCP connectors must be reachable over the public internet, so an internal server needs a tunnel or a public endpoint before Grok can use it.
- Generated images and video carry a Grok watermark with no setting to remove it, and Companions run on iOS only.
- Public accounts on Hacker News and r/grok most often report the paid allowance running out early, and several report Grok's behavior and limits changing without notice from xAI. Recent r/grok posts add paid accounts suspended or reset with no substantive reply from support (Oct 2026).
Implementation reality
Choose the plan by the controls you need
The X Subscription sells team seats at US$30 (Premium), US$100 (Super), and US$200 (Ultra) per seat per month, with centralized billing and usage analytics, and members can hold different tiers. Organizations, domain association, SSO, SCIM, and custom retention are Enterprise only. Pick Enterprise through xAI sales when those controls are requirements.
Mix seat tiers to the work
Premium includes 4x the Plus allowance, Super 15x, and Ultra 50x, and each team seat gets the same usage as the matching individual plan. Seats do not share weekly pools, so give Super or Ultra only to the people whose Usage tab shows Imagine or Build driving the pool.
Put limits on extra usage before it starts
Past the pool, usage bills from the workspace's prepaid credit. Auto Top-up stays off unless someone turns it on, and the monthly additional usage limit is the only hard stop: alerts warn without stopping usage. Adding credit does not raise the cap, so a team with money left can still be blocked.
Provision connectors and set sharing first
On Business and Enterprise, an admin adds each connector in console.x.ai before members can connect their own accounts. Sharing policies set the widest audience per resource: conversations and projects default to organization-wide sharing, and only conversations can go public. Tighten them before the first invitation.
What to measure in your pilot
- Run a four-week pilot with Premium seats and record each person's weekly pool percentage by product from the Usage tab; move only those who exhaust the pool twice to Super.
- Set the monthly additional usage limit to a fixed amount per seat for the pilot, then size the production limit from the pilot's highest week.
- Ask xAI sales which terms govern team conversations on The X Subscription team plans before you migrate a Grok Business team, since the switch cannot be undone.
Sources
- Official documentation
- 15
- xAI docs: Welcome to Grok
- xAI docs: FAQ, Grok Website / Apps
- xAI docs: Grok connectors
- xAI docs: Grok.com User Guide (Grok Business)
- xAI docs: Grok Business license and user management
- xAI docs: Grok Business connector management
- xAI docs: Grok Enterprise organization management
- xAI docs: What is The X Subscription?
- xAI docs: The X Subscription pricing
- xAI docs: The X Subscription usage limits
- xAI docs: Extra usage credits and top-ups
- xAI docs: Spending caps and alerts
- xAI docs: Team plans, workspaces, seats, and invites
- xAI docs: Security FAQ
- xAI docs: Web Search tool