Machine Learning Valuation Multiples
Explore private market Machine Learning valuation multiples with benchmarks structured by stage and region. Updated quarterly.
Machine Learning
Machine Learning companies build tools, platforms, and applications that enable systems to learn from data and improve over time. Private market valuations reflect training data quality, model performance benchmarks, and the maturity of MLOps infrastructure that allows models to move from experimentation to production at scale.
The category spans ML platforms, AutoML tools, model monitoring, data labelling, and domain-specific ML applications in healthcare, finance, and industrials. DealMatrix tracks valuation dynamics across 7 funding stages and all major global regions, updated every quarter.
Sector
Machine Learning
Software & Data
Sector tracked since
2000
25+ years of data
EV/SALES & EV/EBITDA ACROSS
6 Regions · 7 Stages
Modelled independently via proprietary econometric approach
UPDATE FREQUENCY
Quarterly
Data updates & model improvement
Machine Learning Valuation Multiples
Select a region and funding stage to preview how Machine Learning companies are valued in private markets. Full data available on the platform.
The Venionaire DealMatrix Multiples Model
DealMatrix multiples are derived through a five-step model combining public capital market comparables, proprietary VC/PE/M&A transaction data, and macroeconomic indicators.
The model produces three components: The reported public multiple, the model-predicted multiple, and the lower bound predicted multiple averaged into the DealMatrix Composite, then adjusted for region and funding stage. The methodology follows the IPEV Guidelines 2025.
AMI Labs Funding: Ex-Meta AI chief Yann LeCun’s AMI Labs raises $1.03 billion for alternative AI approach
raised
Valuation
Spanish startup Multiverse Computing raises €189 million to scale technology that compresses LLMs by up to 95%
raised
Valuation
Brussels-based Soda snaps €12.9 million to expand its data quality platform in the US
raised
Valuation
Region
Stage
Mistral AI raises 600 million euros in latest funding round
raised
Valuation
AI startup reinventing the electric motor raises £10m monumo
raised
Valuation
Flower Labs raises $20M Series A
raised
Valuation
Software & Data
Software
Software & Data
AI
