Monte Carlo vs Airbyte

Side-by-side comparison of model-estimated upside.

Monte Carlo

-36%

est. 2Y upside i

DevOps & InfraSeries D+

Rank

#3440

Sector

Data Infrastructure

Est. Liquidity

~3Y

Data Quality

Data: Medium

Fair valuation at 32x ARR. dbt native expansion is key threat.

Last updated: March 22, 2026

Airbyte

-71%

est. 2Y upside i

Data & Analytics

Rank

#3046

Sector

Data Integration/ETL

Est. Liquidity

~3Y

Data Quality

Data: Medium

Airbyte: Moderate Upside with 25% expected upside.

Last updated: March 22, 2026

Upside Comparison

Expected Upside

Monte Carlo
-36%
Airbyte
-71%

Disclaimer: These rankings are AI-generated estimates and do not constitute financial or career advice. Always conduct your own due diligence.