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Data and analytics

The 25 companies in this industry listed on the NYSE and Nasdaq are worth $725 bn combined; the largest are Palantir Technologies (PLTR), Snowflake (SNOW) and Datadog (DDOG). For each one: what it does, revenue, margin, free cash flow over the last five years and a score from 0 to 10.

Data as of October 2026

Clear leader
25 companies value 725 bn revenue 30 bn margin 7.6% free cash flow 8.7 bn avg. score 4.1
PLTR holds 64.4% of the group's value, 4.2x the runner-up
Rank Ticker Company Share Value Revenue Margin FCF 5 years FCF/px Yield What it does · why it is here
1 PLTR Palantir Technologies
United States · score 6.2
64% 467 bn 6.2 bn 49.0% 3.4 bn 0.7% — Data integration and analysis software for government and business · Leader in AI software for government and defense; long, mission-critical contracts
2 SNOW Snowflake
United States · score 2.9
15% 111 bn 5.4 bn -20.1% 1.2 bn 1.1% — Consumption-based cloud data platform · Leader in cloud data warehousing, independent of any cloud provider
3 DDOG Datadog
United States · score 4.4
13% 94 bn 4.0 bn 4.5% 1.2 bn 1.3% — Observability and security for cloud applications · Leader in cloud application observability
4 DT Dynatrace
United States · score 6.0
3% 18 bn 2.1 bn 7.2% 0.6 bn 3.2% — Application observability and security with AI · Observability with automatic AI-driven diagnosis
5 ESTC Elastic N.V.
Netherlands · score 5.8
1% 9.9 bn 1.8 bn 20.8% 0.3 bn 3.5% — Search, observability and security with Elasticsearch · Search and log analytics; the company behind Elasticsearch
6 SRAD Sportradar Group AG
Switzerland · score 6.9
1% 3.8 bn 1.4 bn 7.8% 0.5 bn 11.9% — Sports data and technology for betting, from Switzerland, since 2001 · Switzerland — revenue of $1.4bn
7 TDC TERADATA CORP /DE/
United States · score 8.6
0% 2.9 bn 1.7 bn 27.1% 0.7 bn 25.2% — Enterprise data analytics in the cloud and on premises · California — revenue of $1.7bn
8 NTCT NETSCOUT SYSTEMS INC
United States · score 6.5
0% 2.8 bn 0.9 bn 13.7% 0.3 bn 9.3% — Network performance monitoring and DDoS protection · Massachusetts — revenue of $883m
9 CLBT Cellebrite DI Ltd.
Israel · score 6.7
0% 2.8 bn 0.5 bn 12.4% 0.1 bn 5.2% — Digital data extraction and analysis for investigations · Israel — revenue of $476m
10 RAMP LiveRamp Holdings, Inc.
United States · score 6.3
0% 2.3 bn 0.8 bn 18.7% 0.2 bn 7.1% — Data collaboration technology for marketing and media · California — revenue of $832m
11 AMPL Amplitude, Inc.
United States · score 2.4
0% 1.9 bn 0.4 bn -26.6% 0.0 bn 1.6% — AI-powered digital product analytics · California — revenue of $374m
12 AI C3.ai, Inc.
United States · score 0.0
0% 1.8 bn 0.2 bn -192.1% -0.2 bn -8.6% — Enterprise artificial intelligence application platform · California — revenue of $232m
13 PDFS PDF SOLUTIONS INC
United States · score 2.3
0% 1.7 bn 0.2 bn 4.3% 0.0 bn -0.1% — Yield data and analytics for semiconductors and electronics · California — revenue of $241m
14 GENI Genius Sports Ltd
United Kingdom · score 3.2
0% 1.6 bn 0.7 bn -16.7% 0.1 bn 4.0% — Data and technology for sports betting · United Kingdom — revenue of $669m
15 RDVT Red Violet, Inc.
United States · score 5.9
0% 1.2 bn 0.1 bn 16.5% 0.0 bn 2.8% — Identity intelligence technology and analytics · Florida — revenue of $99m
16 CLVT CLARIVATE PLC
Jersey · score 2.8
0% 1.1 bn 2.4 bn -13.8% 0.3 bn 29.1% — Data and analytics on scientific research and intellectual property · Jersey — revenue of $2.4bn
17 SMWB SIMILARWEB LTD.
Israel · score 2.1
0% 0.8 bn 0.3 bn -11.7% 0.0 bn 1.7% — Digital data for strategy, customer acquisition and monetization · Israel — revenue of $283m
18 CGNT Cognyte Software Ltd.
Israel · score 3.4
0% 0.6 bn 0.4 bn -0.2% 0.0 bn 4.7% 0.5% Investigative analytics for public safety, from Israel · Israel — revenue of $400m
19 GRRR Gorilla Technology Group Inc.
United Kingdom · score 0.0
0% 0.2 bn 0.1 bn -11.1% -0.0 bn -15.0% — AI video surveillance, smart city systems, cybersecurity and AI data centers in Egypt, Taiwan and Thailand · United Kingdom — revenue of $101m
20 RDCM RADCOM LTD
Israel · score 6.3
0% 0.2 bn 0.1 bn 16.8% 0.0 bn 8.5% — Testing and service assurance for telecom networks, from Israel · Israel — revenue of $71m
21 DH Definitive Healthcare Corp.
United States · score 3.8
0% 0.1 bn 0.2 bn -72.3% 0.0 bn 24.3% — Healthcare data and commercial intelligence · Massachusetts — revenue of $233m
22 VERI Veritone, Inc.
United States · score 0.0
0% 0.1 bn 0.1 bn -117.5% -0.1 bn -94.2% — AI computing solutions · California — revenue of $91m
23 AISP Airship AI Holdings, Inc.
United States · score 1.0
0% 0.1 bn 0.0 bn 144.6% 0.0 bn -5.0% — AI-powered data platform for mission-critical environments · Washington — revenue of $18m
24 JG Aurora Mobile Ltd
China · score 5.9
— — 0.1 bn 1.5% 0.0 bn — — Mobile push notifications and data analytics in China · China — revenue of $57m
25 CYAB CYABRA, INC.
Israel · score 1.9
— — 0.0 bn — -0.0 bn — — Detection of disinformation and fake profiles on social networks · Israel — revenue of $6m

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What this is. A catalogue, not a guide. Every industry with stocks listed on the NYSE or NASDAQ, the companies contending for its leadership, what each one does according to its own annual report, and the balance sheet it filed with the SEC.

The score runs from 0 to 10 and compares each company with every other one in the almanac on cash generation, profitability, debt, dividends and consistency over the last five years. The higher it is, the better the company fares in that comparison. Curious how much each part weighs? Ask at the bottom of the page.

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