Strengths

ROIC of 11.6% indicates Teradata still earns acceptable returns on capital, but peers with stronger cloud software economics typically sustain higher reinvestment efficiency.

A low debt-to-equity ratio of 0.17 supports financial flexibility versus more leveraged enterprise software peers, reducing balance-sheet drag on strategic execution.

Net debt to EBITDA is negative at -0.45, implying net cash and better resilience than indebted peers when demand softens or restructuring needs rise.

Cash conversion cycle of 27.6 days is manageable for an enterprise software vendor, though it is not a clear working-capital advantage versus best-in-class peers.

Weaknesses

Current ratio of 0.91 and quick ratio of 0.91 sit below 1.0, leaving Teradata less liquid than peers with stronger short-term coverage.

The absence of disclosed margin metrics in the provided data limits evidence of operating leverage, while peers with clearer cloud scale often show superior margin visibility.

Cash conversion cycle of 27.6 days suggests moderate cash tied up in operations, which is less efficient than software peers with faster collections and lower inventory needs.

ROIC of 11.6% is respectable but not elite, so Teradata lacks the capital-efficiency moat that typically separates top-tier infrastructure and analytics vendors.

Opportunities

If Teradata improves liquidity and working-capital discipline, it can narrow the gap versus peers that already convert revenue into cash more efficiently.

A net-cash balance sheet gives Teradata more room than leveraged peers to fund product modernization and customer retention initiatives without stressing solvency.

ROIC above 10% provides a base for incremental value creation if management can sustain returns while shifting mix toward higher-value recurring software revenue.

Relative to peers with weaker balance sheets, Teradata can use financial stability to support longer sales cycles in large enterprise analytics deals.

Threats

Peers with stronger cloud-native platforms may continue to outcompete Teradata on scalability and margin structure, pressuring long-term positioning in analytics software.

Sub-1.0 liquidity ratios increase vulnerability if collections slow or implementation cycles lengthen, especially versus peers with larger current asset buffers.

A moderate cash conversion cycle leaves less operating flexibility than faster-moving software peers, which can matter if enterprise spending becomes more selective.

Without evidence of superior margin expansion, Teradata risks remaining structurally behind peers that combine recurring revenue growth with stronger operating leverage.

Overall Score

Teradata’s positioning is supported by a solid return profile and net-cash balance sheet, but it remains structurally mid-pack versus stronger cloud software peers on liquidity and scale economics.