B2B SaaS Provider
MongoDB vs Teradata
Structured technology and market comparison · 2026
Direct Feature Comparison
MongoDB · vs · TeradataCloud database platform for developers, enterprises, and regulated workloads.
Enterprise data warehouse, governed AI and hybrid analytics platform.
Analyze all overlapping signals and tech stacks for MongoDB and Teradata
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Comparison Analysis
What is the main difference between MongoDB and Teradata?
When comparing MongoDB and Teradata, both platforms operate within the Cloud Data Warehouse / Data Lake and B2B SaaS Provider ecosystem. MongoDB is positioned as Cloud database platform for developers, enterprises, and regulated workloads, whereas Teradata focuses on Enterprise data warehouse, governed AI and hybrid analytics platform. Decision-makers evaluate both solutions when orchestrating their commercial monetization and technology stack.
What are the top alternatives to MongoDB and Teradata?
When evaluating MongoDB and Teradata, enterprise buyers also consider other platforms in Cloud Data Warehouse / Data Lake and B2B SaaS Provider. You can discover the full competitive landscape and evaluate other alternatives by viewing their respective footprint profiles on Polaris7.
How do the corporate scale, structure, and headquarters of MongoDB and Teradata compare?
MongoDB is headquartered in United States (founded in 2007) with >5,000 employees. Teradata is based in United States (founded in 1979) with >5,000 employees. Complete ownership, subsidiary trees, and corporate affiliations are documented across Polaris7.
Market Signals
Recent Market Signals & Activity: MongoDB vs Teradata
Documented market movements, strategic partnerships, product releases, and regulatory developments mapped across Polaris7.
MongoDB
Recent Signals
- ·SEC APIfinancials
10-Q Financial Filing Analysis for MongoDB (2026-09-01)
MongoDB, Inc. reported its financial results for the second quarter of fiscal 2027 ended July 31, 2026, demonstrating continued top-line acceleration and an operational pivot to GAAP profitability. Total revenue grew 30.5% year-over-year to $771.8 million, driven by strong usage growth in MongoDB Atlas, which reached $565.9 million and represented 73% of quarterly revenue. The company generated operating income of $28.4 million and net income of $40.9 million, compared to a net loss of $47.0 million in the prior-year period, supported by gross margin expansion to 73.8% and operational leverage across operating expense lines. For the first six months of fiscal 2027, total revenue reached $1.46 billion, generating $343.5 million in operating cash flows. The company maintained a strong liquidity profile with $2.41 billion in cash, cash equivalents, and short-term investments, while repurchasing $200.0 million in common stock under its authorized $1.0 billion share repurchase plan.
- Q2 FY2027 total revenue increased 30.5% year-over-year to $771.8 million, with subscription revenue reaching $747.1 million and Atlas DBaaS contributing $565.9 million (73% of total revenue).
- MongoDB swung to GAAP profitability, delivering operating income of $28.4 million and diluted net income per share of $0.50, compared to an operating loss of $65.3 million and net loss per share of $0.58 in Q2 FY2026.
- Customer count expanded to over 70,600 (with over 69,300 on Atlas) and customers generating $100,000+ in ARR rose to 2,999, underpinning a net ARR expansion rate of 122%.
- ·SEC APIfinancials
8-K Financial Filing Analysis for MongoDB (2026-10-15)
MongoDB, Inc. entered into an executive employment agreement with Dev Ittycheria following his appointment as Interim President and Chief Executive Officer, effective September 28, 2026. The contract provides an annual base salary of $500,000, a $500,000 one-time sign-on cash bonus, a 70% target cash bonus ($350,000), and a $15,000,000 restricted stock unit (RSU) grant vesting quarterly through October 1, 2027. Additionally, Ittycheria agreed to remain in service for at least 12 months after a permanent CEO is appointed and not terminate before April 1, 2028. Concurrently, MongoDB granted Chief Financial Officer Michael Berry a one-time retention RSU package valued at $10,000,000, vesting in three equal installments through April 1, 2028, ensuring executive continuity amid leadership transition.
- Dev Ittycheria's interim CEO compensation includes a $500,000 base salary, a $500,000 cash sign-on bonus, a $350,000 target bonus, and $15,000,000 in RSUs vesting quarterly through October 1, 2027.
- Ittycheria agreed to provide continuous service for at least 12 months following a permanent CEO's start date, terminating no earlier than April 1, 2028.
- CFO Michael Berry received a $10,000,000 retention RSU grant vesting across three equal tranches on April 1, 2027, October 1, 2027, and April 1, 2028.
- ·CNBC TechnologyAI
Meta may abandon cloud business for Muse AI agent
Meta Platforms may be forgoing billions in potential cloud revenue as it prioritizes its AI agent Muse. Wells Fargo analysts removed 500 megawatts of expected capacity resales from 2027 estimates, roughly $5 billion in high-margin revenue, due to Muse's early success. The firm raised its price target on Meta to $1,000 from $796, implying nearly 35% upside. Meta launched Muse on Sept. 8, allowing users to delegate tasks like email and travel booking. The company also launched Muse for Small Business and established the Meta Enterprise Platform, hiring MongoDB CEO CJ Desai to run it. Wells Fargo views 2027 as a potential trough with operating expenses around $212 billion, expecting AI revenue to contribute meaningfully in 2028. Meta's advertising engine provides flexibility to invest long-term.
- Wells Fargo removed 500 megawatts of expected capacity resales from 2027 estimates, citing Muse's success.
- Wells Fargo raised Meta's price target to $1,000 from $796, implying nearly 35% upside.
- Meta launched Muse on Sept. 8, allowing users to delegate tasks like email and travel booking.
Teradata
Recent Signals
- ·https://martechseries.com/feed/Agentic AI
WisdomAI and Teradata Partner for Agentic Data Analytics
WisdomAI announced that its Agentic Analytics platform will be natively embedded in Teradata's new agentic coworker, Tera, part of the Autonomous Knowledge Platform. This integration allows enterprise users to interact with data using natural language, build live apps from single prompts, and deploy proactive AI agents that monitor KPIs and surface root causes across structured, semi-structured, and unstructured data. The platform executes queries directly on Teradata's governed data foundation, ensuring security and lineage. It achieves over 95% accuracy on regulated workloads traditionally off-limits to AI analytics. The integration is slated for general availability in Q4 2026 on Teradata Cloud, with on-premises availability later. This partnership empowers business users and reduces routine data requests, supporting the shift from AI pilots to production.
- WisdomAI's Agentic Analytics platform is embedded natively in Teradata's agentic coworker Tera.
- The integration is available within Teradata's Autonomous Knowledge Platform in fall 2026.
- It delivers natural-language analytics, single-prompt Live Apps, and proactive AI agents.
Compare their exact ecosystem overlaps.
Explore all deep relationships in Polaris7. Discover exactly which mutual clients, integrated technologies, and overlapping partners MongoDB and Teradata share across the market ecosystem.
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