Teradata has beaten earnings estimates in all four of the last four quarters with an average positive surprise of 184%, earns exceptional return on equity of 118% with 25% net margins and a Piotroski financial health score of 7 out of 9 — but 19% short interest, a high put-to-call ratio of 2.50, and a stock price already above the analyst target limit near-term entry.
Thesis pillars
- Exceptional Return On Equity→Stable
- Massive Earnings Beat Streak→Stable
- High Short Interest Squeeze Risk↓Deteriorating
- +1 more pillar — see the Why tab for full reasoning
Pillars as of Jul 3, 2026, based on the 10-K filed Feb 27, 2026
Teradata Corporation (TDC) Stock Analysis
Technology · Software - Infrastructure
Sell if holding. Analyst target reached at $34.34 — A.R:R is negative (-1.0) — price has exceeded the analyst target. Reward from here is too thin for a buy — the engine flags exit. Additional concerns: Concentration risk — Supplier: single-source components.
Teradata Corporation provides an enterprise AI and analytics platform supporting cloud, on-premises, and hybrid environments across two segments: Product Sales and Consulting Services. The company generated $1.663 billion in total revenues for calendar year 2025, with the... Read more
Sell if holding. Analyst target reached at $34.34 — A.R:R is negative (-1.0) — price has exceeded the analyst target. Reward from here is too thin for a buy — the engine flags exit. Additional concerns: Concentration risk — Supplier: single-source components. Chart setup: No clear chart pattern; technical signals are mixed. Score 5.6/10, moderate confidence.
Passes 4/8 gates (positive momentum, clean insider activity, semi cycle peak clear, materials cycle peak clear). Fails on favorable risk/reward ratio and earnings proximity 7d<=7d. Suitability: aggressive.
About Teradata Corporation
About Teradata Corporation
Teradata Corporation reported total revenues of $1.663 billion for calendar year 2025 across two operating segments — Product Sales and Consulting Services — with subscription-based contracts representing the majority of revenue. The company operates from headquarters in San Diego, California, employing approximately 5,100 people globally (roughly 30% in the United States and 70% across the rest of the world), and delivered more than 150 AI engagements at customer accounts in 2025. No single customer represents 10% or more of total revenue.
Teradata generates revenue through flexibly priced subscription offerings — ranging from capacity-based to consumption-based — sold directly through a sales force in which more than 80% of employees are in customer-facing or revenue-driving roles. The platform spans public cloud deployments on AWS, Microsoft Azure, and Google Cloud, as well as private cloud and on-premises configurations. Customers are concentrated in Financial Services, Healthcare and Life Sciences, Public Sector, Manufacturing, Retail, Telecommunications, and Travel/Transportation verticals. Hardware for on-premises offerings is assembled by Flex Ltd., with key components sourced from Dell Technologies (servers), NetApp (storage disk systems), and NVIDIA (GPUs); certain components are purchased from single sources. Teradata competes against AWS, Databricks, Google Cloud, Microsoft Azure, and Snowflake in the data management and analytics market.
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Teradata's supply chain for on-premises hardware depends on Flex Ltd. as key contract manufacturer; a disruption at Flex or at a sole-source component supplier, or a global shortage of semiconductors or GPUs, could impact the timing or profitability of customer shipments. The 10-K notes that demand for GPUs and other AI-adjacent components may exceed supply, and that tariff or inflationary pressures could compress margins. Historically, the company has offset such pressures through price adjustments and alternative sourcing, but these measures may not fully mitigate future cost increases.
See also: Technology · Software - Infrastructure
From Teradata Corporation's most recent 10-K filing, extracted June 11, 2026.
Recent developments
updated 2026-10-29Recent Developments — Teradata Corporation
Latest news
- NEWS TDC MD In Alleged Illegal Allocation Of Prime Tema Lands - News Ghana — News Ghana negative
- NEWS Lazard Asset Management LLC Acquires 61,296 Shares of Teradata Corporation $TDC - MarketBeat — MarketBeat neutral
- NEWS Arrowstreet Capital Limited Partnership Increases Stock Holdings in Teradata Corporation $TDC - MarketBeat — MarketBeat neutral
- NEWS How much upside is left in Teradata (TDC)? Wall Street analysts think 32.68% - MSN — MSN positive
- NEWS Why Teradata (TDC) is a top momentum stock for the long term - MSN — MSN positive
Generated 2026-10-29T11:14:36Z.
Upcoming dated catalysts
Thesis
Key Metrics
Quality Signals
Options Flow
Concentration Risks(10-K Item 1A)
- MEDIUMSupplierFlex10-K Item 1A: 'we rely on Flex as a key contract manufacturer for certain on-premises hardware offerings'
- HIGHSuppliersingle-source components10-K Item 1A: 'There are some components of our solutions that we purchase from single sources due to price, quality, technology or other reasons.'
Material Events(8-K, last 90d)
- 2026-05-19Item 5.02LOWTeradata stockholders approved the Teradata 2023 Stock Incentive Plan as Amended and Restated on May 14, 2026, adding 6,300,000 shares. No officer departure; compensatory arrangement amendment only.SEC filing →
Model-generated analysis — not investment advice. Not a registered investment advisor. Past performance does not guarantee future results. How we score · Editorial policy
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Rating Breakdown
2 floor-breakers
Growth below the gate floor. Component breakdown shows what dragged the score down.static
Technicals below the gate floor. Component breakdown shows what dragged the score down.static
Price Targets
Position Sizing
Risk Alerts
Earnings
Verdict History
Frequently Asked Questions
Sell if holding. Analyst target reached at $34.34 — A.R:R is negative (-1.0) — price has exceeded the analyst target. Reward from here is too thin for a buy — the engine flags exit. Additional concerns: Concentration risk — Supplier: single-source components. Chart setup: No clear chart pattern; technical signals are mixed. Prior stop was $32.16. Score 5.6/10, moderate confidence.
Analyst target $29.14 reached (−15.1% from $34.34); no take-profit level is published. Prior stop was $32.16. Stop-loss: $32.16.
Concentration risk — Supplier: single-source components; Analyst target reached - limited upside remaining; Sector modifier (Technology): -0.8.
Teradata Corporation trades at a P/E of 7.2 (forward 11.8). TrendMatrix value score: 7.8/10. Verdict: Sell.
14 analysts cover TDC with a consensus score of 3.4/5. Average price target: $34.
What does Teradata Corporation do?Teradata Corporation provides an enterprise AI and analytics platform supporting cloud, on-premises, and hybrid...
Teradata Corporation provides an enterprise AI and analytics platform supporting cloud, on-premises, and hybrid environments across two segments: Product Sales and Consulting Services. The company generated $1.663 billion in total revenues for calendar year 2025, with the majority from subscription-based contracts. Teradata had approximately 5,100 employees globally at December 31, 2025, with hardware assembly outsourced to Flex Ltd.