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stripe Atlassian, Figma, Instacart, and fast-growing AI companies such as OpenAI, Anthropic, and NVIDIA use Stripe Billing to power diverse and complex revenue models. We’ve worked closely with these users to make Billing a complete, configurable platform for all business types—ensurin…
gitlab GitLab is transitioning from seat-based pricing to a usage-based model with the introduction of GitLab Credits, a virtual currency designed for the GitLab Duo Agent Platform. This shift addresses the limitations of traditional licensing, which often creates "AI haves and have-nots" by making access too expensive for light or occasional users. By pooling resources across an entire organization, GitLab aims to provide equitable access to agentic AI for every developer while ensuring costs align with actual consumption. ## The Shift from Seat-Based to Usage-Based AI * Traditional seat-based models are poorly suited for agentic AI, which can be triggered by background SDLC events rather than just direct user interaction. * The credit model allows every member of a Premium or Ultimate organization to use AI capabilities without requiring an individual "AI seat." * Usage-based pricing automatically offsets the costs of power users against lighter users, lowering the total cost of ownership for the organization. ## Mechanics of GitLab Credits * Credits function as a pooled resource consumed by both synchronous interactions (like Agentic Chat in the IDE) and asynchronous background tasks. * Supported capabilities include foundational agents (Security, Planner, Data Analyst) and specific workflows such as Code Review and CI/CD pipeline fixing. * The system integrates with external models like Anthropic Claude Code and OpenAI Codex, as well as custom agents published in the GitLab AI Catalog. * Each credit has an on-demand list price of $1, with volume discounts available for enterprise customers who sign up for annual commitments. ## Governance and Usage Controls * Administrators can monitor consumption through two dedicated dashboards: a financial oversight portal for billing managers and an operational monitoring view for administrators. * Granular controls allow organizations to enable or disable Duo Agent Platform access for specific teams or projects to prevent unexpected credit depletion. * Proactive email alerts are triggered when consumption reaches 50%, 80%, and 100% of committed monthly credits. * A sizing calculator is available to help organizations estimate their monthly credit requirements based on patterns observed during the platform's beta period. ## Transitioning and Promotional Access * Existing GitLab Duo Pro and Duo Enterprise customers can roll over their current seat investments into GitLab Credits with volume-based discounts. * As part of a limited-time promotion, GitLab is providing $12 in monthly credits per user for Premium subscribers and $24 per user for Ultimate subscribers. * Self-managed and GitLab Dedicated customers will gain access to these credit-based features starting with the 18.8 and 18.9 releases. For organizations looking to scale AI across the software development lifecycle, the credit-based model offers a more flexible and cost-effective path than rigid seat licenses. Current Premium and Ultimate subscribers should leverage their monthly promotional credits to baseline their usage before committing to larger annual credit bundles.