The timeline to build a massive company has collapsed for AI-native startups. What historically took a decade now takes 2-3 years. This changes everything—for founders, investors, and competitors.
The New Benchmark
Time from company inception to $1 billion in annual revenue:
- Anthropic: 2 years
- Cursor: 3 years (2 years from product launch)
- Deel: 6 years
- Stripe: 7 years
- OpenAI: 8 years
- Salesforce: 10 years
- Snowflake: 10 years
The historical benchmark for exceptional SaaS companies was 7-10 years to reach $100M ARR. AI-native companies are hitting $1 billion—ten times that milestone—in 2-3 years.
A Phase Change
This isn’t incremental improvement. It’s a phase change in the physics of company building.
For investors: Patience has been recalibrated. A traditional SaaS company projecting 7 years to meaningful scale now looks slow—even if that would have been considered fast three years ago.
For founders: First-mover windows have compressed from years to months. Categories open 18 months ago are now saturated.
As economies of scale thinking suggests, speed itself has become a competitive advantage that compounds over time.









