Brijesh Desai 
OpenAI launched ChatGPT Enterprise admin dashboard to track AI credits. Admins get detailed credit breakdown by user, product, model. Set default workspace credit limits, team-specific limits, individual overrides. Employees can view usage and request extra credits. Available June 18, 2026.
OpenAI has launched enhanced usage analytics and updated spend controls for ChatGPT Enterprise, including a Global Admin Console dashboard that provides a comprehensive view of ChatGPT and Codex credit usage across enterprises, announced June 18, 2026.
The new features aim to give organizations greater visibility and management over their AI deployments as increasing AI tool adoption among business power users has highlighted rising costs linked to extensive AI usage.
Key Features of the Global Admin Console
Credit Usage Analytics:
Spend Controls:
What Administrators Can Now Do
Admin Capabilities:
- Track usage and credit trends over time
- Identify top users and emerging credit usage patterns
- Break down credit spend across workspace (by user, product, model)
- Access cost API data for deeper analysis in own systems
- Set default credit limits for entire workspace
- Set specific limits for teams within workspace
- Create overrides for users needing more AI resources
“Administrators will now have access to detailed consumption reports categorized by individual users, various products, and specific AI models”.
What Employees Can Now Do
Employee Capabilities:
“OpenAI mentioned that the new tools will enable employees to monitor their credit usage and request extra credits, providing context for their requests”.
How to Access the New Dashboard
For Admins:
- Go to ChatGPT Enterprise workspace
- Access Global Admin Console (new dashboard)
- View credit usage breakdown by user, product, model
- Set credit limits (workspace default, team-specific, individual overrides)
- Access Cost APIÂ for deeper analysis
For Employees:
- Go to workspace settings
- View credit usage
- Request extra credits with context if needed
Availability & Rollout
“ChatGPT Enterprise admins can start using the new analytics and updated spend controls today” (June 18, 2026).
Why This Matters: Rising AI Costs
The Context:
- Increasing uptake of AI tools among power users in businesses
- Rising costs linked to extensive AI usage
- Organizations need greater visibility over AI deployments
- Better expense management becomes critical
“These new functionalities are intended to assist in controlling expenses and monitoring credit utilization, as the increasing uptake of AI tools among power users in businesses has highlighted the rising costs linked to extensive AI usage”.
What Credits Unlock
Credits Provide Access To:
“Credits unlock additional, flexible access to advanced ChatGPT features like Deep Research, Thinking models, Image Gen, Advanced Voice and Codex”.
Enterprise Plan Benefits
ChatGPT Enterprise Includes:
- Unlimited access to GPT‑5
- Generous access to advanced models
- Flexibility to add credits as needed
- Unlimited chats
- Access to advanced models, tools, and capabilities
- Built-in security
“Boost productivity with our Business and Enterprise plans. Unlimited chats and access to advanced models, tools, and capabilities”.
The Bottom Line
OpenAI launched enhanced usage analytics and updated spend controls for ChatGPT Enterprise on June 18, 2026, including a Global Admin Console dashboard that provides a comprehensive view of ChatGPT and Codex credit usage across enterprises. The dashboard brings credit usage into one consolidated view with granular breakdowns by user, product, and model, allowing admins to track trends over time, identify top users, and break down credit spend across the workspace. Administrators can now set default credit limits for entire workspaces, establish team-specific limits, and create individual overrides for users needing more AI resources. Employees can monitor their own credit usage and request extra credits with context through workspace settings. The features address rising costs from increasing AI tool adoption among business power users and provide greater visibility and management over AI deployments. Enterprise clients can start using the new analytics and spend controls immediately. Credits unlock access to advanced features like Deep Research, Thinking models, Image Gen, Advanced Voice, and Codex.
Quick Summary
OpenAI launched ChatGPT Enterprise admin dashboard (Global Admin Console) June 18, 2026 for tracking AI credits. Unified view brings ChatGPT & Codex credit usage into one dashboard. Granular breakdown by user, product, model. Admins can track trends over time, identify top users, break down spend across workspace. Set default workspace credit limits, team-specific limits, individual overrides for users needing more resources. Employees monitor their credit usage and request extra credits with context via workspace settings. Accessible immediately to enterprise clients. Addresses rising AI costs from power user adoption. Credits unlock Deep Research, Thinking models, Image Gen, Advanced Voice, Codex, o3-pro. Enterprise: unlimited GPT-5, generous advanced models, unlimited chats, built-in security.