Data & AI software
Software for storing, analysing and building applications on company data, including AI.
Grouped with the help of an AI model and reviewed by our editors. The line under each company says why it is here.
Share prices are the Nov 11, 2026 close, from the IEX exchange feed.
Grade mix
A 7B 4C 2D 1F 1
Revenue growing
14 of 15
Free cash flow growing
12 of 14
Median price move, 1 year
-3.4%
- PLTRPalantir Technologies Inc.
Software infrastructureMarket cap $443.9BP/E 121.45
$172.46-6.4%1YSince added -17.4%
A+- Growth & cash
- Growing strongly
- Business trend
- Accelerating
- Business quality
- Strong
- Getting better
- Improving strongly
Revenue
$7.3B+87.1%Profit
$3.7B+235.0%Free cash flow
$4.1B+126.0%Why it is here: Sells data integration and analytics software to governments and businesses
- SNOWSNOWFLAKE INC.
Software applicationMarket cap $106.3BNo P/E (operating loss)
$301.42+11.7%1YSince added -15.7%
A- Growth & cash
- Growing strongly
- Business trend
- Steady
- Business quality
- Mixed
- Getting better
- Improving
Revenue
$5.4B+32.0%Profit
-$1.1B+20.9%Free cash flow
$1.2B+59.1%Why it is here: Sells cloud data platform for analytics and AI
- DDOGDatadog, Inc.
Software applicationMarket cap $66.6BP/E 256.24
$184.49-3.4%1YSince added -34.9%
A- Growth & cash
- Growing strongly
- Business trend
- Steady
- Business quality
- Mixed
- Getting better
- Improving
Revenue
$4.3B+33.2%Profit
$262M+145.4%Free cash flow
$1.2B+30.5%Why it is here: Sells cloud monitoring and observability software to engineering teams
- MDBMONGODB, INC.
Software infrastructureMarket cap $27.3BNo P/E (operating loss)
$338.39-7.4%1YSince added -9.3%
A- Growth & cash
- Growing strongly
- Business trend
- Steady
- Business quality
- Mixed
- Getting better
- Improving
Revenue
$2.8B+25.5%Profit
$58.9M+174.9%Free cash flow
$659M+174.7%Why it is here: Sells document database platform to developers
- DTDynatrace, Inc.
Software applicationMarket cap $12.7BP/E 81.91
$44.23-4.9%1YSince added -31.4%
A- Growth & cash
- Growing strongly
- Business trend
- Steady
- Business quality
- Mixed
- Getting better
- Improving
Revenue
$2.2B+17.8%Profit
$161.9M-68.0%Free cash flow
$578.7M+21.6%Why it is here: Sells observability and application monitoring software to engineering teams
- ESTCELASTIC N.V.
Software applicationMarket cap $9.2BNo P/E (operating loss)
$87.29-5.6%1YSince added -7.4%
A+- Growth & cash
- Growing strongly
- Business trend
- Steady
- Business quality
- Strong
- Getting better
- Improving
Revenue
$1.8B+16.2%Profit
$375.6M+549.9%Free cash flow
$349M+11.2%Why it is here: Sells search, observability and security analytics software built on Elasticsearch
- GTLBGITLAB INC.
Software infrastructureMarket cap $8BNo P/E (operating loss)
$47.30+1.8%1YSince added -8.8%
C- Growth & cash
- Growing strongly
- Business trend
- Slowing
- Business quality
- Mixed
- Getting better
- Mixed
Revenue
$1.1B+23.0%Profit
-$52.7M-479.8%Free cash flow
$213.7M+496.3%Why it is here: Sells DevOps platform for software development and delivery
- IOTSAMSARA INC.
Software infrastructureMarket cap $24.9BP/E 281.57
$42.24+7.1%1YSince added +2.4%
B- Growth & cash
- Growing strongly
- Business trend
- Slowing
- Business quality
- Mixed
- Getting better
- Improving
Revenue
$1.8B+29.5%Profit
$90.6M+203.0%Free cash flow
$255.5M+50.6%Why it is here: Sells cloud IoT platform for fleet and equipment operations data
- TWLOTWILIO INC.
Software infrastructureMarket cap $34BP/E 27.59
$219.64+71.0%1YSince added -22.0%
B- Earnings & book value
- Growing strongly
- Business quality
- Solid
- Getting better
- Improving
Revenue
$5.8B+19.1%Profit
$1.3B+1,793.3%Free cash flow
Not reported
Why it is here: Sells communications APIs for developers
- FROGJFrog Ltd.
Software applicationMarket cap $13.6BNo P/E (operating loss)
$109.49+77.5%1YSince added +10.4%
A- Growth & cash
- Growing strongly
- Business trend
- Accelerating
- Business quality
- Mixed
- Getting better
- Improving
Revenue
$642.2M+27.8%Profit
-$21.1M+73.6%Free cash flow
$207.4M+47.2%Why it is here: Sells software supply chain and artifact management tools to developers
- PATHUiPath, Inc.
Software infrastructureMarket cap $6.9BP/E 19.60
$13.13-7.9%1YSince added -0.9%
B+- Growth & cash
- Growing strongly
- Business trend
- Slowing
- Business quality
- Strong
- Getting better
- Improving strongly
Revenue
$1.7B+15.0%Profit
$361.9M+1,694.5%Free cash flow
$363M+17.2%Why it is here: Sells robotic process automation and AI agent software for business workflows
- TEAMAtlassian Corporation
Software applicationMarket cap $38.4BP/E 461.85
$152.41-2.0%1YSince added -26.7%
B- Growth & cash
- Growing strongly
- Business trend
- Slowing
- Business quality
- Mixed
- Getting better
- Improving
Revenue
$6.9B+26.6%Profit
$88.8M+148.0%Free cash flow
$1.7B+14.5%Why it is here: Sells developer workflow tools
- TDCTERADATA CORPORATION
Software infrastructureMarket cap $3BP/E 7.02
$33.27+19.8%1YSince added +9.2%
C- Growth & cash
- Growing strongly
- Business trend
- Contracting
- Business quality
- Solid
- Getting better
- Improving
Revenue
$1.7B+1.4%Profit
$456M+286.4%Free cash flow
$733M+158.1%Why it is here: Sells data analytics and database software and cloud services
- AIC3.ai, Inc.
Software infrastructureMarket cap $1.9BNo P/E (operating loss)
$12.18-17.9%1YSince added +1.5%
F-- Growth & cash
- Not growing
- Business trend
- Contracting
- Business quality
- Weak
- Getting better
- Deteriorating
Revenue
$232.4M-37.5%Profit
-$446.4M-30.3%Free cash flow
-$155.8M-81.4%Why it is here: Sells enterprise AI application software
- SOUNSOUNDHOUND AI, INC.
Software applicationMarket cap $1.9BNo P/E (operating loss)
$3.92-70.4%1YSince added -20.0%
D-- Growth & cash
- Mixed
- Business trend
- Steady
- Business quality
- Weak
- Getting better
- Mixed
Revenue
$223.6M+50.7%Profit
-$73.6M+76.5%Free cash flow
-$119.4M-8.5%Why it is here: Sells voice AI software for restaurants, cars and customer service
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