Company lists · Data refreshed November 2026

Top 25 Machine data analytics software companies based in the United States

RevenueBase identified 289 company matches for machine data analytics software companies associated with the United States as of November 2026 and tracks 27,289 professional contacts across them, including 12,442 with verified work emails. San Francisco is the largest hub.

This list covers company matches for machine data analytics software companies associated with the United States, found by RevenueBase SmartSearch using the meaning of business descriptions in its company graph at Exact. Ranked by professionals tracked, largest first. Rows show recorded descriptions where available, Exact search membership and the snapshot date. Data refreshed November 5, 2026.

Published by RevenueBase, a B2B data infrastructure company. This list was built with RevenueBase SmartSearch, the natural-language company search RevenueBase customers use to build their own targeted lists and unlock verified emails and direct dials at the companies on them. How these lists are built and judged.

How to read this list RevenueBase SmartSearch · Exact Recorded Nov 5, 2026 How this list was built
289Companies
27,289Contacts tracked
12,442Verified emails
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The 25 largest machine data analytics software companies based in the United States

Ranked by team size
Top 25 of 289 company matches for machine data analytics software companies based in the United States, ordered by professional contacts tracked in RevenueBase, largest first. Recorded Nov 5, 2026. The RevenueBase SmartSearch column shows Exact match membership in this saved search. Click a contact count to view that company's people. Totals use company locations recorded by RevenueBase; the displayed preview is a smaller selection.
#CompanyRevenueBase SmartSearchHeadquartersEmployeesContacts
1Exact matchSanta Clara, CA, United StatesHQ recorded Nov 5, 20265,001-10,0009,893 contacts →

Exact match

“Hitachi Vantara is The Data Foundation for Innovation.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
2Exact matchKing Of Prussia, PA, United StatesHQ recorded Nov 5, 20261,001-5,0003,589 contacts →

Exact match

“Qlik helps teams get more out of AI with data they can rely on and control.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
3Exact matchSan Francisco, CA, United StatesHQ recorded Nov 5, 20261,001-5,0002,951 contacts →

Exact match

“New Relic arms businesses with the trust and confidence required to thrive in the AI era.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
4Exact matchAustin, TX, United StatesHQ recorded Nov 5, 20261,001-5,0002,741 contacts →

Exact match

“Making IT look easy.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
5Exact matchNew York, NY, United StatesHQ recorded Nov 5, 20261,001-5,0001,812 contacts →

Exact match

“Grafana Labs, the company behind the open observability cloud, is founded on the principles of open source, open standards, open ecosystems, and open culture.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
6Exact matchBoston, CA, United StatesHQ recorded Nov 5, 2026501-1,000618 contacts →

Exact match

“Coralogix is a modern observability platform that gives teams real-time insights across systems, security, and AI workloads.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
7Exact matchSan Francisco, CA, United StatesHQ recorded Nov 5, 2026201-500458 contacts →

Exact match

“Application monitoring software considered "not bad" by millions of developers.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
8Exact matchCampbell, CA, United StatesHQ recorded Nov 5, 2026201-500375 contacts →

Exact match

“Acceldata provides an Agentic Data Management platform that simplifies and speeds the ability for enterprises to deliver trusted data for AI and other initiatives.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
9Exact matchSeattle, WA, United StatesHQ recorded Nov 5, 202651-200327 contacts →

Exact match

“Seeq Corporation develops software and services that accelerate industrial process analytics on industrial process data.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
10Exact matchSan Francisco, CA, United StatesHQ recorded Nov 5, 2026201-500310 contacts →

Exact match

“Honeycomb is the observability platform built for the new shape of software.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
11Exact matchPortland, OR, United StatesHQ recorded Nov 5, 2026201-500218 contacts →

Exact match

“Operational intelligence at internet scale.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
12Exact matchPalo Alto, CA, United StatesHQ recorded Nov 5, 2026201-500162 contacts →

Exact match

“Virtana delivers the deepest and broadest observability platform for hybrid and multi-cloud, with full-stack AI observability that spans applications, services, data pipelines…”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
13Exact matchMenlo Park, WA, United StatesHQ recorded Nov 5, 202651-200160 contacts →

Exact match

“Building data and AI products that power institutions at national scale, serving more than 400 million end subscribers worldwide.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
14Exact matchNew York, NY, United StatesHQ recorded Nov 5, 2026201-500158 contacts →

Exact match

“Chronosphere, a Palo Alto Networks Company, is the observability platform built for control in the modern, containerized world.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
15Exact matchSan Francisco, NY, United StatesHQ recorded Nov 5, 202651-200156 contacts →

Exact match

“Engineering teams at Snowflake, MongoDB, Coinbase, and DoorDash use ResolveAI's complete AI SRE platform to run production reliably.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
16Exact matchNew York, NY, United StatesHQ recorded Nov 5, 202651-200130 contacts →

Exact match

“Work in a more informed way with actionable data insights.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
17Exact matchCalifornia, CA, United StatesHQ recorded Nov 5, 202651-200115 contacts →

Exact match

“SL develops and markets real-time monitoring, visualization and diagnostic software for Global and mid-market companies whose businesses depend on complex, high-performance…”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
18Exact matchChicago, IL, United StatesHQ recorded Nov 5, 2026201-500102 contacts →

Exact match

“Uptake provides industrial intelligence software-as-a-service (SaaS), translating data into smarter operations.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
19Exact matchLos Gatos, CA, United StatesHQ recorded Nov 5, 202651-20097 contacts →

Exact match

“TDengine® is an AI-powered data historian that combines a high-performance time-series database with an AI-native industrial data management platform.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
20Exact matchUnited StatesHQ recorded Nov 5, 2026501-1,00096 contacts →

Exact match

“NOW (TSXV: NOW)(OTCQB: NOWVF) is a global data and analytics company which helps clients transform data into tangible business value with AI, fast.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
21Exact matchEl Segundo, CA, United StatesHQ recorded Nov 5, 202651-20086 contacts →

Exact match

“Sift is transforming how modern machines are built and operated.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
22Exact matchMenlo Park, CA, United StatesHQ recorded Nov 5, 2026201-50084 contacts →

Exact match

“Observe by Snowflake is an AI-powered observability platform built natively on the Snowflake AI Data Cloud.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
23Exact matchChicago, IL, United StatesHQ recorded Nov 5, 202651-20069 contacts →

Exact match

“IBM Instana’s Enterprise Observability Platform, powered by automated Application Performance Monitoring, discovers and maps all services, infrastructure and their…”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
24Exact matchMountain View, CA, United StatesHQ recorded Nov 5, 202651-20069 contacts →

Exact match

“DNIF HYPERCLOUD is a cloud native machine data analytics platform to help cybersecurity practitioners with platform, tools and anchoring in meeting their threat detection goals…”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase
25Exact matchAustin, TX, United StatesHQ recorded Nov 5, 202651-20060 contacts →

Exact match

“For more than 25 years, Daman has been helping clients maximize the value of their data with a full spectrum of data management solutions.”

Recorded in the RevenueBase company graph · Nov 5, 2026 · View company records in RevenueBase

Showing 25 of 289 machine data analytics software companies based in the United States

See the full list, filter by size, metro and specialty, and access 12,442 tracked professional contacts with verified work emails. Direct dials are available where recorded.

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Machine data analytics software companies based in the United States at a glance

As of Nov 5, 2026
45.6%Verified-email coverage
94.4Average contacts per company
11-50Median size (employees)
11.4%Largest-city concentration · San Francisco
Nov 5, 2026Page data refreshed

Companies by employee count

1-10
96
11-50
131
51-200
35
201-500
13
501-1,000
2
1,001-5,000
5
5,001-10,000
3
10001+
3

Email recency for this list is measured worldwide rather than for United States, so it is reported there. Company counts and contact totals on this page are exact for United States, over 289 companies.

How this list was built

The recorded descriptions help you assess these company matches. Check a company’s website for its current services and locations.

Source
The RevenueBase company graph: 60 million companies and 398.9 million professional contacts resolved from primary sources, queried with RevenueBase SmartSearch, the natural-language company search available to every RevenueBase user.
What qualifies
Company records associated with the United States whose business descriptions match “machine data analytics software companies” by meaning at the Exact setting. Descriptions are compiled in the RevenueBase company graph from public websites, profiles and company information where available; they are not guaranteed quotations from the company's website.
RevenueBase SmartSearch
Describe a niche company in your own words to find businesses by meaning. Exact, Similar, Related and Broad control the breadth of RevenueBase SmartSearch. This saved list uses Exact. Each row's Exact match badge shows inclusion in that search, not an individual score or a service-quality judgment.
Public preview
The public preview omits records without a verified work email. Where headquarters information is recorded, preview rows are also filtered to this page’s location. Dataset totals and geographic summaries describe the full matched records before these preview filters.
Match quality
RevenueBase's August 25, 2026 study assessed 4,198 description/company pairs across matching settings. The publisher reports 86% good or better at Exact. This evaluates the method across queries; it does not audit this individual list. Recorded company descriptions, where available, help you judge each match yourself. Read the full methodology: how the lists are built and what the study measures.
Ranking
Team size, largest first: companies are ordered by the number of professionals RevenueBase tracks at each one. Employee ranges shown are reported bands, for context.
Verification
Every displayed company carries at least one verified work email. RevenueBase tracks 12,442 professional contacts with verified work emails across the full matched dataset. Contacts re-verify on a rolling cadence, and each contact's own verification date is shown inside RevenueBase.
Refresh
This page's figures were pulled from the company graph on November 5, 2026. Lists refresh periodically as the graph is re-checked.
Record context
Company records and descriptions can change. Check the company's website for its current services and locations.

Machine data analytics software companies by metro

Frequently asked

What is RevenueBase SmartSearch?

RevenueBase SmartSearch finds niche companies by the meaning of their business descriptions in the RevenueBase company graph. Exact, Similar, Related and Broad control how closely companies must fit your description. This list uses Exact for “machine data analytics software companies”; each Exact match badge shows search membership, not an individual similarity or quality score.

How many machine data analytics software companies are there based in the United States?

RevenueBase identified 289 company matches for machine data analytics software companies associated with the United States as of November 2026, using the meaning of business descriptions at Exact. This is the recorded matched set in the RevenueBase company graph.

What is the largest company on this list?

Hitachi Vantara tops the displayed preview by professional contacts tracked in RevenueBase. Recorded headquarters appear in the company rows.

Which city has the most machine data analytics software companies?

San Francisco leads with 33 company records, followed by New York (15) and Austin (12).

How do I get contact information for these companies?

A free RevenueBase account lets you run this exact search and work limited free results with 500 credits to start. Upgrading provides access to the 12,442 professional contacts with verified work emails tracked across these 289 companies; direct dials are available where recorded.

How current is this list?

The list refreshes periodically as the company graph is re-checked. This page's figures were pulled on November 5, 2026.

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About this data

RevenueBase is a B2B data infrastructure company. Its company graph covers 60 million companies and 398.9 million professional contacts, with emails verified on a rolling cadence rather than scraped once and left to decay. These company lists are generated directly from that graph with RevenueBase SmartSearch, the same natural-language company search every RevenueBase user has: describe a market in plain words, get the companies that match, and add verified emails and direct dials for the people at them. It is the same data that powers RevenueBase's B2B data products, and a free account includes 500 credits to start. How these lists are built and judged.