Best Data Analytics Companies in 2026

Databricks sells a cloud platform that combines data engineering, data warehousing, machine learning and generative AI tooling on a single storage layer, an approach it calls the lakehouse. In August 2026 the company said it had crossed a US$7 billion revenue run-rate, with year-over-year growth above 80% in its second quarter. In the same announcement it reported closing a US$5 billion funding round at a US$190 billion valuation, and said more than 20,000 organisations use the platform. Databricks is headquartered in San Francisco. Because it is private, its figures are run-rates published by the company rather than audited annual revenue, which is the main caveat when comparing it with listed peers.

Snowflake operates what it calls the AI Data Cloud, a managed service for storing, querying, sharing and applying AI to data across the major public clouds. For the fiscal year ended 31 January 2026 it reported total revenue of US$4.68 billion, up 29%, of which product revenue was US$4.47 billion. The company had 733 customers generating more than US$1 million in trailing twelve-month product revenue and counted 790 of the Forbes Global 2000 among its customers at year-end. Customers pay for compute and storage as they use them rather than through fixed seat licences, which makes revenue sensitive to how heavily customers run workloads in a given quarter.

Palantir builds software platforms (Gotham, Foundry and its Artificial Intelligence Platform) that integrate an organisation's data into an operational model on which analysts and AI applications can act. Its annual report for 2025 shows total revenue of US$4.475 billion, up 56%, split between US$2.402 billion from government customers and US$2.073 billion from commercial customers. The United States accounted for 74% of revenue and the United Kingdom for 10%. Palantir had 4,429 full-time employees at the end of 2025, and its principal executive offices are now in Aventura, Florida, having previously been in Denver, Colorado. Growth has continued in 2026: third-quarter revenue was US$2.313 billion, up 96%, and full-year 2026 guidance was raised to US$8.530–8.534 billion.

SAS develops analytics, statistics, forecasting and machine-learning software, now sold mainly through its cloud-native Viya platform. Its 2025 annual report states that the company again recorded more than US$3 billion in annual sales and remained profitable, with more than half of sales coming from outside the United States. The report cites 20% growth in SAS Viya sales and 22% growth in cloud sales, and notes that SAS was incorporated on 1 July 1976 with four employees. SAS is headquartered in Cary, North Carolina. The company does not publish audited accounts, so only the rounded sales figure is available; it is particularly entrenched in banking, insurance, pharmaceuticals and government, with the report citing more than 2,700 financial-services organisations among its users.

EXL describes itself as a global data and artificial intelligence company offering services and solutions. For 2025 it reported revenue of US$2.09 billion, up 13.6%, and guided to US$2.275–2.315 billion for 2026. The company was founded in 1999, is headquartered in New York and states that it has more than 65,000 employees. Unlike the platform vendors above, EXL sells people-led services: analytics, data management and AI model development delivered alongside the operations work it has historically run for clients. That makes it more of an outsourcing partner than a software supplier.

Teradata provides a data and analytics platform, VantageCloud, used by large enterprises for high-volume analytical workloads in hybrid and multi-cloud environments. Its 2025 annual report shows total revenue of US$1.663 billion, down 5% from US$1.750 billion, with recurring revenue of US$1.445 billion making up 86.9% of the total and consulting services contributing US$201 million. The company had approximately 5,100 employees at the end of 2025, about 30% of them in the United States, and its corporate headquarters is in San Diego, California, where it owns its campus. Declining total revenue reflects the shift from perpetual licences and on-premises systems to cloud subscriptions.

Fractal provides analytics, data engineering and AI consulting to large companies, alongside a set of AI products. Founded in 2000, it listed on the National Stock Exchange and BSE in India in 2026. For the fiscal year ended 31 March 2026 it reported consolidated revenue of INR 32,997 million, up 19%, and net income of INR 2,868 million, up 30%. The company had six client relationships worth US$20 million or more and 59 worth US$1 million or more, and states that it employs over 5,000 professionals. It reports subsidiaries in the United States, United Kingdom and Australia. Fractal is one of only two pure-play analytics services firms in this list that publish audited revenue.

LatentView offers analytics consulting, data engineering and AI services, largely on top of the cloud data platforms its clients already use. It was founded in 2006 by Venkat Viswanathan and Pramad Jandhyala, became publicly listed in India in 2021, and lists its U.S. office in San Jose, California, with a registered office in Chennai. For the fiscal year ended 31 March 2026 it reported total revenue of INR 10,602 million. The company's own timeline notes that it crossed 1,000 employees in 2022 and operates delivery centres in Chennai and Bengaluru. Its revenue makes it the smallest company in the revenue-ranked part of this list, but it is one of very few analytics specialists with audited public accounts.

Tiger Analytics provides data science, machine learning, data engineering and AI services to large companies. In August 2026 it appointed Prakash Arunachalam, previously president and chief operating officer of Servion, as its global head of operations. In the same announcement the company stated that its team of more than 7,000 technologists and consultants is based in the United States, Canada, the United Kingdom, India, Singapore and Australia. It does not publish revenue, which is why it ranks below the companies that do, despite a headcount larger than several of them.

Tredence offers data engineering, analytics and AI services. In February 2026 it stated it had more than 4,200 employees across the San Francisco Bay Area, Chicago, Dubai, London, Toronto and Bengaluru, and announced a new centre in Hyderabad, where it planned to grow from more than 400 staff to over 2,200 by 2027. The company does not publish revenue, so it is ranked on stated headcount, which places it behind Tiger Analytics. Its office list spans North America, Europe, the Middle East and India, and the Hyderabad expansion is planned to add about 700 roles in 2026.

Mu Sigma describes itself as a pure-play decision sciences company that combines analytics, data engineering and problem-solving methods for business decisions. It states that it works with more than 140 Fortune 500 companies and refers to more than 20 years in the field. The firm, led by founder Dhiraj Rajaram, publishes neither revenue nor a current headcount, so it is placed after the firms that disclose one of those figures.

Quantiphi provides AI, machine learning, data engineering and analytics services, and has operated since 2013. Its 2026 announcements are issued from Marlborough, Massachusetts. Its other 2026 recognition included Google Cloud Talent Development Partner of the Year for Asia-Pacific and a gaming-industry solutions award. In April 2026 Google Cloud named it Partner of the Year in four categories, including Databases Partner of the Year for North America and Country Partner of the Year for Singapore. It does not publish revenue or a headcount, so it is placed alongside Mu Sigma in the final group, ordered alphabetically.