Figma (NYSE: FIG) turned in the kind of quarter that makes software investors sit up. Revenue hit $391.4 million, up 43% year-over-year and $16.4 million past the top of guidance. Non-GAAP diluted EPS of $0.10 nearly doubled the $0.054 consensus. The numbers landed clean. The real story, though, is what management sees ahead.
Full-year revenue guidance jumped $33 million to a range of $1.497 billion to $1.499 billion, implying 42% growth at the midpoint. Non-GAAP operating income now targets $158 million to $163 million, with a full-year margin of 11%. For Q4, Figma expects $402 million to $404 million, or 33% growth at the midpoint. The raise matters on two counts. First, the magnitude: $33 million is not a tweak. Second, the timing: it follows a quarter that already beat the prior high end by 4%. Management is signaling acceleration, not a cooling off.
AI monetization is driving the beat. Among paid customers with more than $10,000 in annual recurring revenue, 65% now use the Figma agent weekly. Over 80% consume AI credits. Weekly active users in that cohort consuming credits climbed nearly 50% from July through October. The Figma MCP server, which lets external AI tools manipulate the canvas, saw total usage triple quarter-over-quarter. Write-back usage quadrupled. These have moved past pilot stage into daily workflow.
Net dollar retention stayed at 131%. That figure means existing customers are expanding spend faster than typical SaaS benchmarks. The customer base confirms it: paid customers above $10,000 in ARR grew by over 3,650 year-over-year to 16,566. The $100,000-plus cohort added more than 450 customers to reach 1,717, roughly 37% growth in twelve months.
GAAP results remain noisy. Figma posted a GAAP net loss of $81.3 million, or $(0.15) per share, weighed down by $158.6 million in stock-based compensation. That SBC figure, while down from $1.14 billion a year ago when IPO-related grants hit, still equals 41% of revenue. The GAAP operating loss of $119.2 million and negative 30% operating margin show how far reported profitability trails the adjusted numbers. Non-GAAP operating income was $47 million at a 12% margin, flat sequentially but matching the year-ago level.
Free cash flow of $41.5 million produced an 11% margin, down from 18% in the prior-year quarter. A $56.1 million bonus payment in the nine-month period explains part of the compression, though Q3 FCF alone still trailed the 12% operating cash flow margin. With $1.7 billion in cash, runway is not the issue. The question is whether FCF conversion keeps pace as AI infrastructure spending scales.
The guidance raise combined with an 11% non-GAAP operating margin target suggests management believes AI cost efficiency is improving faster than the investment cycle is widening. Between July and October, Figma more than doubled the share of work running on its own post-trained design model, shifting inference from third-party APIs to first-party infrastructure. That is a structural margin lever. It compounds if adoption keeps scaling.
One open question: whether Q4's 33% growth guide reflects deliberate deceleration from Q3's 43% or simply conservatism. Figma has beaten its own guidance by wide margins for consecutive quarters. The raised full-year range implies Q4 revenue around $403 million at the midpoint. If AI credit consumption holds its trajectory, the company may exit 2025 with more momentum than the guide implies.