Article · 18 min read

Snowflake S-1 and IPO Teardown

Jon Ma · Public Comps Free Advanced

The primary-source teardown behind the famous 158 percent net dollar retention, including the detail most people miss: it was above 200 percent a year earlier, and half of revenue growth came from existing customers expanding usage.

  • Snowflake went public with 158 percent net dollar retention, down from above 200 percent a year earlier.
  • 3,117 customers as of July 2020 (up 101 percent), of which 56 paid over 1 million dollars a year, up from 22.
  • Gross margin was only about 60 percent because of AWS, GCP and Azure costs, though up from 44 to 45 percent two years before.

It answers 2 questions

  1. How did Snowflake reach 158 percent net revenue retention, and what is actually copyable?
  2. Does usage-based pricing really lift expansion, and should we switch?

Read with it

  1. Accel's argument that expansion revenue is the specific thing that carries a company past $50M ARR, with the Twilio and Shopify... SeedToScale by Accel Article · 9 min read How can SaaS startups tackle scaling beyond $50mn in ARR? Vyushita Sahay
  2. The net retention numbers by pricing model (122 percent top quartile for usage-based versus 109 percent without) plus the... TechCrunch Article · 10 min read Usage-based pricing is a company-wide effort Kyle Poyar
  3. The cleanest definition of expansion MRR with the formula and the benchmark that matters: top companies get up to 40 percent of... Chargebee Article · 7 min read Expansion MRR: Definition, Formula, and Impact on SaaS Growth Chargebee
  4. The good, better, best NRR bands (100, 110, 120 plus) that boards actually benchmark against, sitting alongside the efficiency... Bessemer Venture Partners Report · report State of the Cloud 2023 Kent Bennett, Talia Goldberg, Mike Droesch and others
  5. Video · 55 min SaaS Talks #22: Usage Based Pricing Stellaris Venture Partners
  6. Video · 29 min Usage-Based Pricing: The Next Evolution in Software Pricing Traction
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