ProxDeal

Features > Risk analysis

Spot insolvency risk early.

The methodology

3 scoring models

Any single model can be wrong. That is why ProxDeal combines three established insolvency prediction methods, each assessing risk from a different statistical angle.

01

Altman Z'-Score

In practice, the most important refinement of Altman's 1968 model: multiple discriminant analysis separates solvent from insolvent companies using five financial ratios, from working capital through to revenue relative to total assets. The Z' variant replaces the market value of equity with its book value, which makes it applicable to unlisted companies. Scores above 2.9 are considered sound, while anything below 1.23 falls into the distress zone.

Altman Z'-Score in ProxDeal's risk analysis: gauge showing a score of 3.00 in the safe zone and a table of the five financial ratios for the 2024 reporting year
02

Ohlson O-Score

The first model to express insolvency risk explicitly as a probability: a logistic regression across nine variables, from company size and leverage to binary indicators for negative equity and losses in the past two years. By comparing multiple periods, the O-Score detects warning signs that do not show up in any single balance sheet but form a characteristic pattern across several years of annual accounts.

Ohlson O-Score in ProxDeal's risk analysis: 0.7% probability of insolvency (low risk), logistic regression model with nine financial ratios compared year on year
03

Zmijewski Score

A probit model that corrects a methodological weakness of its predecessors: instead of overweighting insolvent companies in the training data, Zmijewski works with a more realistic ratio of solvent to insolvent companies. Because it needs only three ratios covering profitability, leverage and liquidity, the score can still be calculated even when smaller companies disclose only abbreviated financial statements.

Zmijewski Score in ProxDeal's risk analysis: 8.9% probability of insolvency (low risk), probit model based on three financial ratios

The full methodology in detail

Every formula, threshold and assumption behind the insolvency risk analysis is set out transparently on our blog.

Read the methodology on our blog (in German)

Platform & export

In the profile and as a report.

The risk analysis lives where you work: right inside the company profile, and as a formatted PDF report for anyone who isn't on the platform.

In the company profile

The risk analysis is part of every company profile: all three scores with their underlying ratios, right alongside financials, shareholder structure and business model analysis.

Learn more about our data

As a PDF company profile

Export the complete company profile as a formatted report: core company details, key financials, shareholder structure and the risk analysis with all three scores and their ratios. Ready for investment memos, credit decisions and the data room.

One click, one shareable document

Get ahead

Quantify risks before anyone else sees them.

The insolvency risk analysis turns annual accounts into a clear probability: for earlier outreach, sharper prioritisation and better-informed decisions.

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