TechCrunch: GitHub Copilot switches to token-based billing, costs spike for many users

GitHub announced that Copilot’s billing model would shift from a flat monthly subscription to per-token usage pricing effective June 1, 2026. The change prompted immediate and wide reaction from developers, with multiple reports of costs increasing by a factor of ten or more.

What changed

Under the previous model, Copilot charged a fixed monthly or annual fee regardless of usage. Under the new model, users pay per token consumed — the same unit used to price most foundation model APIs. One developer reported a projected increase from $29 to $750 per month; another cited a jump from $50 to $3,000.

GitHub had encouraged heavy token use under the old pricing model, making the shift feel abrupt to users who had built workflows around generous AI assistance.

Why it matters for product managers

This change has practical implications for any product team using GitHub Copilot as part of its development workflow. Budget estimates for AI tooling that assumed flat-rate pricing will need to be revised. The pricing model shift also highlights a pattern becoming more common across AI developer tools: introductory flat-rate pricing is being replaced by consumption-based billing as usage scales and infrastructure costs become harder to absorb at fixed rates.

For PMs involved in tooling decisions, the lesson is that per-token pricing should be factored into evaluations from the start — both for developer tools and for any AI features being built into products. The economics of AI tools are not stable, and teams that treat current pricing as a long-term baseline may face difficult mid-year budget conversations.