/ Pre-IPO Risk Index / Anyscale

Anyscale

AI Infrastructure · Pre-IPO · $1B (Q4 2021, secondary 2024)
B-

Good (B-) — Round Z Pre-IPO Risk Grade

Anyscale operates the commercial entity behind the open-source Ray distributed-computing framework. Strong open-source community moat; enterprise revenue growth has been measured. Conservative valuation (no refresh since 2021 unicorn round). Clean governance.

74
Composite / 100
/ Subscore Breakdown · 5 Dimensions

Where this grade comes from.

Governance Risk
B+
Valuation Methodology
B-
Secondary Liquidity
C+
Financial Disclosure
B-
Exit Probability
B-
/ Public-Record Events

Key risk events & disclosures.

  • Open-source Ray framework — broad adoption (OpenAI, Uber, Shopify)
  • $99M Series C 2021 at $1B; no refresh round disclosed
  • Enterprise customer base building with measured trajectory
  • Anyscale Endpoints inference platform launch 2024

/ Best for

Investors seeking AI infrastructure exposure with strong open-source moat and disciplined (if slow) valuation discipline.

/ Watch out for

AWS, Databricks, and Modal Labs competitive pressure in distributed AI compute.