Teradata Q3 2026 Earnings: Cloud ARR Growth Contrasts with Lower Revenue

Teradata (NYSE: TDC) reported Q3 2026 revenue of $399 million, down 4% from $416 million a year earlier, while GAAP diluted EPS declined to $0.40 from $0.42. Public cloud ARR grew 11% to $700 million, but lower consulting and recurring revenue weighed on total revenue and operating margins; adjusted free cash flow rose to $96 million. The quarter ended September 30, 2026, and the results were released on November 5, 2026.

Core Earnings Data

Revenue declined 4% on both a reported and constant-currency basis, indicating that foreign exchange was not the main reason for the contraction. Recurring revenue fell 2% to $359 million, while consulting revenue dropped 21% to $37 million and accounted for most of the remaining decline.

Profit also moved lower. GAAP gross margin contracted by 1.2 percentage points, GAAP operating margin declined by the same amount, and both GAAP and non-GAAP EPS decreased year over year.

Recurring revenue represented 90% of total revenue, up from 88%. That higher mix primarily reflected recurring revenue declining less sharply than consulting revenue rather than an increase in recurring revenue itself.

Cloud ARR Growth Has Not Yet Reversed Revenue Pressure

Annual recurring revenue metrics remained more favorable than quarterly recognized revenue. Total ARR increased 1% as reported and 2% in constant currency, while public cloud ARR rose 11%.

Because public cloud ARR is included in total ARR, the disclosed figures also imply that ARR outside the public cloud was approximately $812 million, down from about $857 million a year earlier. This indicates that public cloud gains were partly offset by contraction elsewhere in the recurring base.

ARR measures the annual contract value of active, contractually binding arrangements at the end of the period. It is therefore a forward-looking operating indicator rather than revenue recognized during the quarter.

Lower Gross Profit Offset SG&A Savings

Teradata reduced selling, general and administrative expenses to $109 million from $122 million, but research and development expense increased to $75 million from $70 million. The resulting $8 million net reduction in these two operating expense categories was not enough to offset a $15 million decline in GAAP gross profit, leaving operating income down $7 million.

Margin pressure was visible across the business. Product sales segment gross margin before reconciling items fell to 66.3% from 69.1%, while consulting services segment gross margin declined to 5.4% from 8.5%. Non-GAAP operating income also fell 11% to $87 million, showing that the decline was not limited to GAAP adjustment items.

Cash Flow and Balance Sheet

Operating cash flow decreased modestly to $91 million, and standard free cash flow fell to $85 million from $88 million. Adjusted free cash flow increased to $96 million because Teradata added back $11 million of taxes specific to the SAP settlement. Consequently, the adjusted measure improved even though unadjusted free cash flow declined.

Teradata ended September with $432 million in cash and cash equivalents, compared with $493 million at the end of 2025. Current and long-term borrowings were both zero, versus $25 million and $431 million, respectively, at year-end. During the first nine months of 2026, the company repaid $456 million of long-term borrowings and spent $131 million on share repurchases. Finance lease liabilities totaled $89 million at quarter-end.

Earnings Guidance

Teradata increased its full-year GAAP and non-GAAP EPS ranges and narrowed its recurring and total revenue outlooks to the high end of their previous ranges. It reaffirmed total ARR growth, operating cash flow and adjusted free cash flow guidance.

Full-year operating cash flow guidance includes an after-tax net benefit of $315 million from the SAP settlement. The adjusted free cash flow measure is designed to remove the settlement’s impact. The settlement also creates a substantial difference between GAAP and non-GAAP full-year EPS.

For Q4, management expects revenue to remain under pressure, with both total and recurring revenue declining year over year.

Management View

CEO Steve McMillan characterized the quarter as continued progress against Teradata’s annual goals, citing total ARR growth, profitability and free cash flow. He also said the company’s faster pace of product innovation and new AI service capabilities was generating positive customer interest.

During the quarter, Teradata released or expanded offerings including Teradata Factory, the Tera agentic coworker, Tera Context Engine and Tera Harness. It also made its Data Analyst Agent available through AWS Marketplace and integrated its Autonomous Knowledge Platform with Microsoft OneLake. The release did not quantify bookings or revenue generated by these products.

Recent Insider Transactions

The supplied six-month insider summary showed 90,598 shares classified as purchases across 15 transactions and 167,923 shares sold across nine transactions, resulting in net sales of 77,325 shares. Several of the latest entries were zero-price stock awards, so the purchase classification should not be treated as equivalent to open-market buying.

The latest 10 reported entries included three sales with a combined disclosed value of approximately $1.93 million and seven stock awards. All were listed as direct holdings.

The transaction records alone do not establish insiders’ views about Teradata’s future performance.

Risks Investors Need to Watch

• Revenue contraction may persist: Q4 guidance calls for total revenue to fall 4% to 6% and recurring revenue to decline 2% to 4%.
• Margin pressure remains visible: Both GAAP and non-GAAP gross and operating margins declined, despite lower SG&A spending.
• Cloud growth is offsetting weakness elsewhere: Public cloud ARR rose 11%, but calculated ARR outside the public cloud declined by approximately 5%, and total ARR increased only 1% as reported.
• Settlement proceeds affect cash-flow comparisons: Full-year operating cash flow includes a $315 million after-tax SAP settlement benefit, making adjusted free cash flow important for evaluating operations without that item.
• New AI products still require commercial execution: Management cited customer interest, but the release did not quantify their contribution to bookings, ARR or revenue.

Summary

Teradata’s Q3 2026 results showed continued public cloud ARR growth alongside lower recognized revenue and weaker margins. Cost control and debt repayment improved parts of the financial profile, while adjusted cash flow benefited from the treatment of settlement-related taxes. The main issues to monitor are whether cloud ARR growth begins to support revenue, whether margins stabilize, and whether the company can deliver its reaffirmed ARR and adjusted free cash flow targets despite further revenue declines expected in Q4.