Best Big Data Infrastructure Companies in United States
The 308 best Big Data Infrastructure companies in United States in 2026, ranked by funding and momentum. Funding, investors, founders, valuation, tech stack and live signals. Top: Databricks.
$19.3 billion in disclosed funding across 308 tracked companies tells you something real about where enterprise infrastructure spending has gone. This directory ranks the top Big Data Infrastructure companies in the United States by equity raised and recent funding momentum, and the concentration at the top is steep. Databricks alone accounts for $3.6 billion of that pool. Starburst follows at $414 million, TigerGraph at $172 million, Redpanda at $165 million. Fourteen of these companies have crossed unicorn valuations. Sequoia Capital, DCVC, Y Combinator, Accel, and In-Q-Tel are the names writing the checks most often, which I'd argue signals where institutional conviction is actually sitting right now.
So what's driving coverage higher? Active themes include rainfall accumulation modeling, aircraft wreckage analysis, and data breach investigations, all of which demand serious pipeline and storage architecture. As infrastructure practitioners are noting, the technical debt in legacy systems is pushing enterprise buyers toward purpose-built solutions faster than most predicted. The fundamentals of building scalable data infrastructure come down to four decisions most businesses keep deferring. Don't be one of them. The funding is real. The scale is earned.
Ranked: Best Big Data Infrastructure companies in United States
| # | Company | Disclosed funding | Last round | Employees | Founded | Founder | Tech stack | Market signals (1y) | Patents & IP focus | Recent signals |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | Databricks 🦄 Data and AI platform that unifies analytics 97Fin. health top 11%Market top 12%Innovation top 15%AI top 15% All 14 signals ▾Fin. healthtop 11% Markettop 12% Innovationtop 15% AItop 15% Techtop 16% Talenttop 16% Fundingtop 17% Moattop 18% Patentstop 21% Growthtop 32% Newstop 32% Globaltop 36% Producttop 36% Partnersbottom 48% Fin. health: Revenue ~$2.6B Market: 3,299 employees (top 2% of Enterprise Infrastructure) · Revenue ~$2.6B rank vs industry peers · Fliar Intelligence Index 97/100 | $3.6B | 4 mo ago | 3,299 | 2013 | Andy Konwinski Co-Founder | SentryApple iCloud MailGoogle Workspace+43 | 85 signals Funding · Leadership · Announcements | 231 patents Optimizing lakehouse queries, transactions, and ML-driven indexing for large-scale data processing. | 4 launchs · 1 award |
| 2 | Pivotal GemFire 🦄 Compressed In-memory store | Open Source | $1.7B | 121 mo ago | 9,433 | 2013 | — | — | — | — | — |
| 3 | Snowflake 🦄 Provider of cloud-based data platform for analytics and data sharing | $1.4B | 48 mo ago | 7,004 7,004 → 11,712 (+67%) · sector median +62% | 2012 | Thierry Cruanes Co-Founder | Salesforce DeskSalesforceAura+27 | 126 signals New product · Earnings · Leadership | 2,411 patents Secure, multi-tenant cloud data warehousing with granular access, sharing, and encryption | 2 launchs · 2 partnerships |
| 4 | Cloudera 🦄 Provider of hybrid data platform, data management, and AI solutions | $1.0B | 132 mo ago | 1,124 | 2008 | Charles Sansbury CEO | LithiumMopinionApple iCloud Mail+28 | 20 signals ▲67% Announcements · New product · M&A | 188 patents Patents concentrated in computing, sensing & instrumentation | 1 award |
| 5 | NetApp Provider of cloud based platform offering software for enterprise data management | $801M | 104 mo ago | 11,800 11,800 → 12,738 (+8%) · sector median +62% | 1992 | David Hitz Co-Founder | SDL TridionApple iCloud MailZoho+37 | 32 signals ▼56% Earnings · Leadership · New product | 5,720 patents Enterprise data storage, cloud backup, replication, and metadata management solutions | 1 award |
| 6 | Cockroach Labs 🦄 Developer of a distributed SQL database designed for mission-critical applications | $633M | 54 mo ago | 460 | 2015 | Benjamin Darnell Co-Founder & Chief Architect | PythonYouTubeDjango+36 | — | 25 patents Patents concentrated in computing, sensing & instrumentation | — |
| 7 | Neo4j 🦄 Provider of graph database management system and graph analytics platform | $581M | 56 mo ago | 435 435 → 1,044 (+140%) · sector median +62% | 2007 | Emil Eifrem Co-Founder & CEO | WordPressSentryApple iCloud Mail+39 | — | — | 1 launch |
| 8 | SingleStore 🦄 Provider of cloud based relational database for enterprises | $558M | 44 mo ago | 458 | 2011 | Raj Verma Chief Executive Officer | ContentstackSentryRadix UI+17 | 9 signals ▲125% M&A · Leadership · Earnings | 66 patents High‑performance distributed SQL database with in‑memory analytics and fault‑tolerant joins | 1 job opening |
| 9 | Confluent Provider of a platform for data streaming and event processing | $456M | 73 mo ago | 25 | 2014 | Jay Kreps Co-Founder & CEO | ContentfulApple iCloud MailGoogle Workspace+34 | 31 signals ▲55% Leadership · M&A · Earnings | 38 patents Real-time data streaming platforms with AI-driven query, schema management, and low‑latency event processing | — |
| 10 | Dremio 🦄 Cloud based analytical processing and data lake engine for businesses | $420M | 52 mo ago | 340 | 2015 | Tomer Shiran Founder | WordPress Block EditorWordPressSentry+46 | — | 19 patents Patents concentrated in computing, sensing & instrumentation | — |
| 11 | Starburst 🦄 Developer of a data lakehouse platform designed for data analysis | $414M | 13 mo ago | 139 | 2017 | Piotr Findeisen Co-Founder | SentryApple iCloud MailGoogle Workspace+36 | — | — | 1 launch |
| 12 | WEKA 🦄 Developer of infrastructure designed for accelerated compute and artificial intelligence | $412M | 25 mo ago | 338 | 2013 | Liran Zvibel Co-Founder & CEO | WordPressSentryAtlassian Statuspage+55 | — | — | 1 launch |
| 13 | Redis 🦄 Cloud based in memory database platform | $355M | 62 mo ago | — | 2011 | Ofer Bengal Co-Founder | SanityTurbopackSentry+32 | 5 signals ▲67% New product · M&A · Leadership | — | — |
| 14 | MapR Provider of Hadoop enterprise-grade platform | $347M | 94 mo ago | 279 | 2009 | M Srivas Co-Founder & CTO | — | — | 10 patents Scalable distributed file system and table formats optimized for MapReduce big‑data processing. | — |
| 15 | PingCAP 🦄 Cloud-based platform offering distributed NewSQL databases | $342M | 58 mo ago | 550 | 2015 | Dylan Cui Co-Founder | WordPressApple iCloud MailGoogle Workspace+42 | — | — | — |
| 16 | Denodo AI powered data management software for enterprises | $336M | 33 mo ago | 102 | 2016 | — | DrupalApple iCloud MailGoogle Workspace+21 | — | — | — |
| 17 | MongoDB Provider of a cloud-based database-as-a-service platform | $311M | 77 mo ago | 1,953 | 2007 | Dwight Merriman Co-Founder | DrupalApple iCloud MailGoogle Workspace+41 | 54 signals ▼27% Earnings · Leadership · New product | 194 patents Patents concentrated in computing, sensing & instrumentation | 1 partnership · 1 award |
| 18 | DataStax 🦄 Provider of data management and AI application development infrastructure solutions | $305M | 45 mo ago | 422 422 → 300 (-29%) · sector median +62% | 2010 | — | SanitySentryApple iCloud Mail+43 | — | 39 patents Distributed database streaming, cloud deployment configuration, and trie-based indexing for NoSQL systems | — |
| 19 | Couchbase AI powered dbaas for enterprises | $251M | 72 mo ago | 359 359 → 864 (+141%) · sector median +62% | 2009 | Bj Schaknowski Chief Executive Officer | DrupalApple iCloud MailPHP+27 | — | 47 patents Patents concentrated in computing, sensing & instrumentation | 1 job opening · 1 launch |
| 20 | Yellowbrick Data Provider of data warehousing and analytics platform deployable across multiple environments | $248M | 55 mo ago | 108 108 → 84 (-22%) · sector median +62% | 2014 | Jim Dawson Co-Founder | WordPressMySQLPHP+41 | — | 32 patents Accelerated analytical query processing using memory‑aware joins and buffer management. | 2 launchs |
| 21 | Lucidworks Provider of AI-powered search and discovery platform for digital experiences | $218M | 82 mo ago | 210 210 → 205 (-2%) · sector median +62% | 2007 | Erik Hatcher Co-Founder | WordPress Block EditorWordPressMySQL+37 | — | — | — |
| 22 | TigerGraph Graph database for massive parallel processing | $172M | 11 mo ago | 25 | 2012 | Mingxi Wu Co-Founder & CEO | WordPressApple iCloud MailGoogle Workspace+30 | — | 21 patents High-performance distributed graph database storage, compression, and adaptive query processing | — |
| 23 | Aerospike Open source based NoSQL database platform for enterprises | $171M | 18 mo ago | 226 | 2009 | — | ContentfulSentryZendesk+28 | — | — | 2 launchs |
| 24 | Redpanda 🦄 Cloud based platform offering solutions for streaming events 67Funding top 18%Tech top 28%Market top 37%Growth top 41% All 8 signals ▾Fundingtop 18% Techtop 28% Markettop 37% Growthtop 41% Moattop 47% Talentbottom 42% Newsbottom 35% Globalbottom 29% Funding: Raised $165M across 5 rounds · 5 rounds over 4 yrs (1.2/yr) Tech: 56 technologies across 6/8 capability areas · Cloud: Amazon S3, Amazon Web Services rank vs industry peers · Fliar Intelligence Index 67/100 | $165M | 14 mo ago | 160 | 2019 | Alexander Gallego Founder & CEO | SentryZendeskApple iCloud Mail+33 | — | — | — |
| 25 | Sqream Developer of a GPU-native data acceleration platform for AI factories | $118M | 33 mo ago | 124 | 2010 | Razi Shoshani CTO | WordPressMySQLPHP+36 | — | — | — |
| 26 | Zilliz Provider of a vector similarity search engine and data processing platform | $113M | 45 mo ago | 60 | 2017 | Charles Xie Founder & CEO | Auth0Auth0 LockTailwind CSS+20 | 3 signals New product · Contracts | 18 patents High‑dimensional vector indexing and similarity search for AI/ML database queries | 2 launchs |
| 27 | Voltron Data Apache arrow ecosystem for accelerating analytical tools | $110M | 52 mo ago | 89 | 2021 | Rodrigo Aramburu Co-Founder & CTO & CPO | JekyllApple iCloud MailGoogle Workspace+20 | — | — | — |
| 28 | Unravel Data Provider of AI-native data observability platform for modern data environments | $108M | 44 mo ago | 47 47 → 106 (+126%) · sector median +62% | 2013 | Kunal Agarwal Co-Founder & CEO | WebflowAmazon Web Servicescore-js+18 | — | — | — |
| 29 | Rockset Serverless search and analytics solution for data-driven apps | $106M | 33 mo ago | 76 | 2016 | — | — | — | 6 patents Real-time streaming query execution and continuous delivery of parameterized database queries | — |
| 30 | TidalScale Cloud based platform offering big data servers solutions | $91M | 58 mo ago | 35 | 2012 | — | — | — | 70 patents Fast, scalable virtualized memory management and rapid system restart for large data centers | — |
| 31 | Stratio Platform for Batch, Interactive and Stream Processing Using Spark | $78M | 44 mo ago | 500 | 2013 | Roman Gonzalez CTO | TypeScriptZone.jsAngular+10 | — | 35 patents Advanced CMOS image sensor pixel architectures and germanium epitaxial photonic device fabrication | 3 launchs |
| 32 | Onehouse Technologies Developer of a universal data lakehouse platform for data management | $68M | 23 mo ago | 49 | 2021 | Vinoth Chandar Founder & CEO | WebflowApple iCloud MailGoogle Workspace+20 | — | — | 3 launchs |
| 33 | Macrometa Cloud based data mesh and edge-integrated platforms for application development | $68M | 43 mo ago | 90 | 2017 | Chetan Venkatesh Co-Founder & CEO | Node.jsZohoRadix UI+19 | — | 8 patents Optimizing document database garbage collection and ontology-driven backend code generation. | — |
| 34 | Synadia Provider of a blockchain based connectivity solution for IoT | $51M | 27 mo ago | 25 | 2014 | Derek Collison Founder & CEO | Apple iCloud MailGoogle WorkspaceSalesforce+16 | — | — | — |
| 35 | Space and Time Provider of a data blockchain securing onchain finance and data | $50M | 21 mo ago | 49 | 2022 | Nate Holiday CEO & Co-founder | WebflowApple iCloud MailGoogle Workspace+17 | — | — | — |
| 36 | Volt Active Data Developer of a data platform for real-time streaming and decisions | $49M | 44 mo ago | 29 29 → 46 (+59%) · sector median +62% | 2009 | David Flower President & Chief Executive Officer | WordPress Site EditorWordPressPlesk+27 | — | — | — |
| 37 | Cube.js Developer of a platform for agentic analytics and data modeling | $48M | 24 mo ago | 42 | 2019 | Pavel Tiunov Co-founder & CTO | Node.jsRadix UIReact+23 | — | 17 patents Payment fraud risk mitigation, merchant onboarding, and multitenant role/permission management. | 6 launchs |
| 38 | Tabular Provider of a unified platform for data analytics and artificial intelligence | $37M | 37 mo ago | 34 | 2021 | Daniel Weeks Co-Founder | WordPress Site EditorWordPressMySQL+18 | — | — | — |
| 39 | Stardog Union Developer of an enterprise knowledge graph platform and AI data assistant | $32M | 37 mo ago | 55 55 → 91 (+65%) · sector median +62% | 2010 | Michael Grove Founder | DiscourseRubySalesforce+29 | — | 17 patents Optimizing heterogeneous data integration and query processing for reduced resource consumption. | — |
| 40 | Hydrolix Cloud-based data discovery and visualization solution provider | $30M | 14 mo ago | 33 | 2018 | Hasan Alayli Co-Founder | WordPress Block EditorWordPress Site EditorWordPress+34 | — | 11 patents Networked high‑density time‑series data storage, indexing, and compression solutions. | 1 launch · 4 awards |
| 41 | Spiral Online data warehouse platform for enterprises 40Talent top 28%Funding top 31%Growth top 45%Tech bottom 47% All 8 signals ▾Talenttop 28% Fundingtop 31% Growthtop 45% Techbottom 47% Innovationbottom 44% Globalbottom 35% Marketbottom 31% Patentsbottom 31% Talent: 3 named leaders on record · 3 C-suite/founder profiles curated Funding: Raised $22.0M across 1 rounds · 1 rounds over 1 yrs (1.0/yr) rank vs industry peers · Fliar Intelligence Index 40/100 | $22M | 9 mo ago | — | 2013 | Robert Kruszewski Co-Founder | TurbopackApple iCloud MailGoogle Workspace+18 | — | 4 patents Surgical vacuum suction devices for tissue stabilization during operations | 1 job opening |
| 42 | WarpStream Cloud based real time data streaming platform | $20M | 27 mo ago | — | 2023 | Ryan Worl Co-Founder | WebflowVimeoKnockout.js+29 | — | — | 2 launchs |
| 43 | QlikTech Provider of data integration, data quality, and analytics solutions | $12M | 19 mo ago | 208 | 1993 | — | SentryApple iCloud MailRuby+24 | 7 signals ▼74% Leadership · New product | — | 1 launch |
| 44 | e6data Provider of a compute engine for SQL analytics and AI workload | $10M | 21 mo ago | 36 | 2020 | Adishesh Kishore Co-Founder & CTO | WebflowApple iCloud MailGoogle Workspace+22 | — | — | 1 launch |
| 45 | Myota Big data security solutions provider | $9M | 5 mo ago | 14 | 2017 | George Manuelian Co-Founder | HubSpot CMS HubGSAPFancyBox+18 | — | 27 patents Secure, resilient distributed data storage systems for enterprise cloud and edge environments | — |
| 46 | BauplanLabs Serverless data platform for AI and analytics applications | $8M | 14 mo ago | 6 | 2022 | Mattia Pavoni Co-Founder | WebflowLeadfeederGoogle Analytics+9 | — | — | — |
| 47 | HarperDB Developer of a platform unifying database, cache, application, and messaging layers | $6M | 24 mo ago | 12 | 2017 | Stephen Goldberg Founder & CEO | DocusaurusZendeskApple iCloud Mail+11 | — | 7 patents Hierarchical database architectures and management systems for structured data storage | — |
| 48 | PuppyGraph Cloud native graph store based data processing and analysis platform | $5M | 19 mo ago | 8 | 2023 | Lei Huang Co-Founder | WebflowMathJaxYouTube+24 | — | — | — |
| 49 | Datazip No-code, scalable data platform for organizations to ingest, store, transform, and visualize data | $1M | 20 mo ago | 12 | 2022 | Rohan Khameshra Co-Founder & CPO | VarnishAmazon Web ServicesGitHub Pages+17 | — | — | — |
| 50 | AirMettle Data lake platform | $1M | 14 mo ago | 11 | 2021 | — | — | — | 26 patents Efficient storage and processing of multidimensional analytical data using hierarchical histograms | — |
Top 12 Big Data Infrastructure companies in United States
#1
Series K · San Francisco, California · founded 2013 · 3299 employees$3.6Braised▾
Data and AI platform that unifies analytics. Its main site highlights building apps, agents, and AI on your data, with pricing based on pay-as-you-go usage. The platform offers data management, warehousing, engineering, and science capabilities. It facilitates data sharing, governance, and application development. The platform supports business intelligence and database functionalities.
- Jan 2026Conventional Debt$2B
- Dec 2025Unattributed$5B
- Sep 2025Series K$1B
- Jan 2025Conventional Debt$5.2B
#2
Series D · Boston, Massachusetts · founded 2017 · 139 employees$414Mraised▾
Developer of a data lakehouse platform designed for data analysis. The platform provides data ingestion, data sharing, and AI agent capabilities. It offers connectivity to various data systems, including cloud, on-premises, and hybrid environments. The platform enables conversational queries, AI search, and context-rich responses for data-driven actions.
- May 2025Series D—
- Feb 2022Series D$250M
- Jan 2021Angel—
- Jan 2021Series C$100M
#3
Series C · Redwood City, California · founded 2012 · 25 employees$171.7Mraised▾
TigerGraph provides a graph database for enterprises. The platform combines the MapReduce and Massive Parallel Processing techniques to store data and the relations in the form of graphs. It claims to support Big Data from 100 Million to more than 100 billion vertices. Besides this, it also supports SQL-like graph query language (GSQL) for ad-hoc exploration and interactive analysis of Big Data. The database can be used for applications in the customer intelligence, supply chain intelligence and financial risk management domains. It offers solutions to handle fraud detection, anti-money laundering, risk assessment and monitoring and marketing intelligence solutions.
- Jul 2025Series C—
- Feb 2021Series C$105M
- Sep 2019Series B$32M
- Sep 2017Series A$31M
#4
Series A · Blue Bell, Pennsylvania · founded 2017 · 14 employees$9Mraised▾
Big data security solutions provider. It helps in information and data protection. Features include cloud storage security, enterprise data loss prevention, protection of unstructured data, system status monitoring, and more.
- Jan 2026Series A$3M
- Apr 2025Series A$1.6M
- Mar 2024Series A$2.2M
- May 2023Series A$985K
#5
Redpanda 🦄Series D · San Francisco, California · founded 2019 · 160 employees$165Mraised▾
Cloud based platform offering solutions for streaming events. It provides an events streaming platform that assists users in real time event streaming under the assistance of event streaming experts. It also provides a storage engine for transforming data with no code changes.
- Apr 2025Series D$100M
- Jun 2023Series C$100M
- Feb 2022Series B$50M
- Jan 2021Series A$12.5M
#6
Series A · New York City, New York · founded 2013$22Mraised▾
Online data warehouse platform for enterprises. It develops data warehouse to store and manage datasets. It offers a columnar file format tool for data compression and querying.
- Sep 2025Series A$22M
#7
Series E · San Francisco, California · founded 2009 · 226 employees$171Mraised▾
Open source based NoSQL database platform for enterprises. It offers a distributed NoSQL database optimized for storage with key-value store architecture for real-time web applications. The platform processes transactions, documents, graphs, and vectors for real time operations and decisioning.
- Dec 2024Conventional Debt$30M
- Apr 2024Series E$109M
- Nov 2019Series D$32M
- Jul 2014Series C$20M
#8
Series C · Portland, Oregon · founded 2018 · 33 employees$30Mraised▾
Cloud-based data discovery and visualization solution provider. It provides a cloud data platform that offers hydrolix deployment, data management, data ingestion & search, data streaming & visualization, etc. It also extracts SSD-like performance with cloud storage and combines logs, metrics & traces with fluid tables.
- Apr 2025Series C$80M
- May 2024Series B$35M
- Jun 2023Series A$20M
- Feb 2021Seed$10M
#9
WEKA 🦄Series E · Campbell, California · founded 2013 · 338 employees$411.7Mraised▾
Developer of infrastructure designed for accelerated compute and artificial intelligence. The company provides a storage system built for speed, flexibility, and efficiency. It transforms data infrastructure to provide an advantage in artificial intelligence. The company offers products that fuel artificial intelligence at scale and provide GPU-native artificial intelligence storage.
- May 2024Series E$100M
- Nov 2022Series D$135M
- Jan 2022Series D$73M
- May 2019Series C$31.7M
#10
Series A · Los Angeles, California · founded 2022 · 49 employees$50Mraised▾
Provider of a data blockchain securing onchain finance and data. It offers tools for indexing blockchain data and securing offchain data. The platform enables verifiable queries and supports smart contract development. It delivers data to applications without custom pipelines.
- Aug 2024Series A$20M
- Sep 2022Series A$20M
- Jul 2022Seed$10M
#11
Series B · Menlo Park, California · founded 2021 · 49 employees$68Mraised▾
Developer of a universal data lakehouse platform for data management. The platform provides data ingestion, SQL and Spark jobs, and table optimization. It supports open engines and offers tools for cost analysis. The platform provides infrastructure and table optimization solutions. It facilitates data engineering, automated vector embeddings, and managed data lakehouses. The platform supports business intelligence, reporting, data science, machine learning, and AI applications. It offers resources, documentation, and career opportunities.
- Jun 2024Series B$35M
- Feb 2023Series A$25M
- Feb 2022Seed$8M
#12
Seed · San Francisco, California · founded 2022 · 6 employees$7.6Mraised▾
Serverless data platform for AI and analytics applications. They provide a platform that allows developers to build AI and data applications using serverless Python functions and data branches. It simplifies infrastructure management, enabling developers to focus on code rather than complex setups. The platform offers features like zero-copy data lake branches, facilitating rapid development and iteration. Users can leverage Git-like workflows for data version control, ensuring collaboration and data integrity. The platform also includes serverless functions for seamless cloud execution of Python workloads, eliminating the need for cluster configuration. It supports integration with various tools and platforms through a simple SDK.
- Apr 2025Seed$7.5M
- Mar 2025Seed$100K
Funding & investor landscape
Notable founders
Market landscape — 10 sub-themes by coverage
Share of Big Data Infrastructure coverage by sub-theme.
Regulatory-risk over time flat
Funding & growth over time
funding rising · growth rising
How research on Cloud Computing is moving in the United States
A read on the academic research around Cloud Computing — which themes are gaining ground, the institutions and researchers driving them, and how the tone is shifting. Based on 8,654 United States-affiliated papers.
- Film Independent588
- Microsoft147
- Goddard Space Flight Center135
- University of Washington130
- NSF National Center for Atmospheric Research117
- Scalability51→526
- Software deployment12→253
- Key (lock)16→192
- Operating system45→218
- Workflow3→176
- Scalability14→264
- Key (lock)9→192
- Operating system18→190
- Software deployment9→176
- Analytics8→149
- Key (lock)9→128
- Scalability10→101
- Software deployment2→76
- Operating system13→83
- Big data17→80
Where cloud computing is researched across United States
Location clusters by institution affiliation — each city's volume, stance tone, and a quick read on its hot topic, what's advancing, the opening opportunity, and the main concern.
Who's filing cloud computing patents in the United States
United States cloud computing patent filing is cooling — 6,575 filings from 3,147 assignees (2016–2025), led by IBM, Microsoft, Intel; annual filings 708→574.
- IBM1262
- Microsoft892
- Intel641
- Vmware477
- Oracle381
- Cisco238
- RED HAT185
- Nutanix173
Common questions
Riya reads income statements for fun. She covers the real money in a sector — revenue, growth, who actually earns — and never met a vague claim she didn't want a number for.