Abstract
Teradata will report its fiscal first-quarter 2026 results on May 5, 2026 Post Market, and this preview distills consensus forecasts, recent guidance signals, and analyst views to frame what matters for revenue growth, profitability, and adjusted EPS into the print.
Market Forecast
Consensus for the current quarter points to revenue of 428.07 million US dollars, implying 0.95% year-over-year growth, and adjusted EPS of 0.74, implying 30.77% year-over-year growth; the EBIT forecast stands at 102.65 million US dollars, up 24.33% year-over-year. The company’s prior commentary indicated a first-quarter non-GAAP EPS range of 0.75 to 0.79; explicit guidance for gross margin, net margin, or revenue was not provided.
The main business mix remains anchored by total recurring revenue, which contributed 367.00 million US dollars last quarter and is expected to set the tone for Q1, with seasonal dynamics likely shaping annual recurring revenue patterns. The most promising area highlighted by recent product momentum is AI-related analytics features distributed through major cloud channels; within last quarter’s revenue base, total recurring revenue at 367.00 million US dollars remains the core engine feeding future expansion.
Last Quarter Review
In the fiscal fourth quarter of 2025, Teradata delivered revenue of 421.00 million US dollars (+2.93% year-over-year), a gross profit margin of 61.52%, GAAP net income attributable to shareholders of 37.00 million US dollars, a net profit margin of 8.79%, and adjusted EPS of 0.74 (+39.62% year-over-year).
A notable highlight was profitability leverage: EBIT reached 96.00 million US dollars, rising 33.33% year-over-year, while adjusted EPS exceeded typical sell-side expectations. In terms of business mix, total recurring revenue was 367.00 million US dollars, representing 87.17% of total revenue and underpinning the company’s earnings outperformance as subscription and usage revenue outweighed transactional streams.
Current Quarter Outlook
Main business: recurring revenue engine
Total recurring revenue remains the defining component of quarterly performance, at 367.00 million US dollars last quarter and 87.17% of the revenue mix. For the current quarter, consensus implies only modest top-line growth of 0.95% year-over-year, so the magnitude and quality of recurring revenue will be the central determinant of whether the company meets or exceeds revenue and EPS forecasts. Seasonal patterns observed by multiple observers suggest annual recurring revenue may dip in early-year quarters before stabilizing later in the year, meaning quarter-to-quarter trends could mask underlying contract health; what matters most this quarter is evidence of unit economics holding steady, renewals staying resilient, and incremental consumption or expansion offsetting seasonality.
A near-term proof point is how recurring metrics translate into margins. With a prior-quarter gross margin of 61.52% and a net margin of 8.79%, a stable recurring mix generally supports gross efficiency, assuming support and delivery costs remain contained. If recurring revenue's share increases or carries higher attachment of value-added capabilities, gross margin could remain supportive even on tepid revenue growth, amplifying operating leverage into EBIT and adjusted EPS. Conversely, any softening in recurring contributions or a micro-shift toward lower-margin components would make the EBIT and EPS forecasts of 102.65 million US dollars and 0.74, respectively, tougher to attain even if revenue lands near consensus.
Investors should also watch for contract duration, renewal pricing, and consumption indicators that reveal if customers are consolidating spend or broadening deployments. In a quarter where revenue growth is forecast to be subdued, even small changes in net expansion dynamics can create disproportionate effects on margins. Management commentary around mid-contract expansions, seat additions, and renewed workload commitments will help clarify whether this quarter’s growth is a seasonal pause or a harbinger of a stronger second half, as some external commentary anticipates later in the year.
Most promising business: AI-driven product usage and cloud routes-to-market
Several recent developments point to AI-enabled capabilities as a potential catalyst for usage and upsell. The launch of a data analyst AI agent on a major cloud marketplace earlier this year expands distribution and shortens the path from evaluation to production usage, giving customers a low-friction on-ramp to conversational analytics and real-time insights without moving data. While revenue recognition on these offerings typically follows adoption and consumption curves, such launches can lift attach rates and increase engagement that feeds back into recurring revenue over subsequent quarters.
For this quarter, the practical questions are twofold: whether early AI product adoption translates into measurable consumption uplift and whether new offerings are starting to influence deal velocity or average deal size. A positive read-through would be commentary that proof-of-concept cycles are converting to paid tiers at a healthy clip and that customers are using AI modules in ways that increase core-platform stickiness. If the company indicates that AI capabilities are already improving win rates or expansion rates, it would validate the bullish view that AI-related workloads are becoming a tangible contributor to earnings upside in 2026 rather than a distant narrative.
Because consensus bakes in only 0.95% year-over-year revenue growth for Q1, any incremental AI-driven consumption could have an outsized impact on operating metrics, especially EBIT. The EBIT estimate of 102.65 million US dollars implies solid operating leverage relative to revenue growth, so the setup benefits from a scenario where incremental high-margin software features nudge utilization higher without a matching increase in delivery costs. Visibility into customer cohorts adopting AI agents and commentary on cross-sell into existing deployments will be key markers to watch this quarter.
Stock price swing factors into the print
The most immediate swing factor is adjusted EPS delivery relative to the 0.74 consensus and the previously discussed company range of 0.75 to 0.79. Landing within or above that range would validate the profitability trajectory set in the fourth quarter, where adjusted EPS rose 39.62% year-over-year off moderate revenue growth. A miss, by contrast, would undercut the premise that the recurring base and operating model can generate earnings expansion in a low-growth revenue quarter.
Revenue composition is another critical variable. A recurring-heavy mix typically sustains gross margin and supports EBIT, yet services and consulting can fluctuate with project timing and tend to carry different margin profiles. Last quarter, consulting services contributed 53.00 million US dollars, and even slight quarter-to-quarter changes in services intensity can affect blended gross margin and EPS. Investors should parse commentary for progress in migrating workloads and the balance between fixed-term commitments and usage-based models, as those details influence predictability and pricing power.
A further determinant of near-term sentiment is capital allocation and cash flow. The company has indicated a material legal settlement payment due within the quarter, with a net cash benefit estimate in the mid-300 million US dollars range. While this is not directly part of revenue or adjusted EPS guidance, clarity on the timing and intended uses of cash—such as investment in product, go-to-market capacity, or balance-sheet strengthening—can shape post-earnings stock reactions. If management links incremental liquidity to product acceleration or customer acquisition efficiency, it can reinforce the profitability narrative even if revenue growth remains modest this quarter.
Analyst Opinions
The balance of recent opinions since January 1, 2026 skews bullish, with multiple well-known institutions highlighting improving earnings power and product momentum. Evercore ISI reiterated a Buy rating in April 2026 with a 40.00 US dollars price objective, citing a favorable setup for product-led expansion and confidence in execution against the near-term plan. Citi also maintained a Buy in March 2026 with a 42.00 US dollars target, framing “Teradata 3.0” as a more focused strategy that can harness AI-enhanced capabilities to protect data advantages and translate customer engagement into earnings growth.
Morgan Stanley raised its target to 40.00 US dollars in February 2026 and kept an Overweight stance, characterizing the fourth-quarter print as evidence that 2025 built the foundation for a 2026 inflection in recurring economics aided by AI-related use cases. This perspective aligns with the current-quarter setup where consensus models assume only 0.95% year-over-year revenue growth but anticipate a 24.33% year-over-year increase in EBIT to 102.65 million US dollars and a 30.77% year-over-year increase in adjusted EPS to 0.74. The bullish view sees these forecasts as achievable if product releases and cloud marketplace distribution start to influence consumption sooner rather than later, with incremental upside tied to conversion of proofs of concept into paid contracts and a steady cadence of cross-sell into the existing base.
These optimistic takes converge on a few themes. First, the guidance range for first-quarter adjusted EPS of 0.75 to 0.79 sets a higher bar than the 0.74 consensus, creating a dynamic where merely meeting internal targets could constitute an upside surprise versus the street. Second, recurring revenue’s large share of the mix in the last quarter—367.00 million US dollars, or 87.17%—provides ballast for margins; this supports the idea that modest revenue growth can coexist with better EBIT and EPS given favorable mix and disciplined cost control. Third, new AI-enabled capabilities available through large cloud marketplaces can accelerate adoption funnels and support a stronger second half if early signals of uptake appear in customer anecdotes or pipeline metrics this quarter.
In assessing the near-term, bullish analysts emphasize that the core debate is not about the existence of demand for data-driven workloads, but about the timing and magnitude of conversion into recurring revenue growth. From their standpoint, the fourth quarter’s combination of a 2.93% year-over-year revenue increase and a 39.62% year-over-year adjusted EPS jump proved that cost structure and product mix can translate even modest top-line gains into material earnings improvement. If Q1 reproduces this pattern—supported by recurring revenue steadiness, service mix discipline, and nascent AI-driven upsell—then the case for continued earnings expansion in 2026 strengthens.
The majority bullish camp expects management to reaffirm or tighten the earnings trajectory set earlier in the year and to provide qualitative updates that de-risk the consensus path for the remainder of 2026. Clear commentary about the cadence of new product releases into the second and third quarters and early customer wins for AI agents would, in their view, validate the EBIT and EPS forecasts embedded in the street numbers. Against that backdrop, they see the current-quarter revenue consensus at 428.07 million US dollars as conservative, with the bigger swing variable being the extent of operating leverage management can extract from the recurring-heavy mix.Disclaimer: Investing carries risk. This is not financial advice. The above content should not be regarded as an offer, recommendation, or solicitation on acquiring or disposing of any financial products, any associated discussions, comments, or posts by author or other users should not be considered as such either. It is solely for general information purpose only, which does not consider your own investment objectives, financial situations or needs. TTM assumes no responsibility or warranty for the accuracy and completeness of the information, investors should do their own research and may seek professional advice before investing.
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