17.9
KH Coder is software for quantitative content analysis, text mining and computational linguistics.
Free planOpen sourceLinuxmacOSSelf-hosted
Best Text Analysis Software in 2026
Text analysis software helps you examine written material for sentiment, topics and named entities. Tools in this category may also accept different text sources and export results in varied formats. Compare pricing, free access and trials with the analysis methods you need. Check supported languages, input sources and export formats, plus whether the platform works on Android through an app or browser; platform…
27.8
MAXQDA is desktop software for qualitative and mixed methods research, including literature reviews, content analysis, interviews, questionnaires, and focus groups.
Free planWebExtensionmacOS
37.7
CATMA is a free application for computer-assisted text markup and analysis, designed for qualitative text studies with a particular focus on literary research.
Free planOpen sourceWebAPILinux
- 4
Quirkos
Quirkos is qualitative analysis software for exploring and interpreting text data.
AndroidiOSWebLinux7.2From $5 a month - 5
webQDA
webQDA is browser-based software for qualitative data analysis aimed at researchers and professionals.
AndroidiOSWeb7.1€52 one-time - 6
Transana
Transana is qualitative analysis software for studying video, audio, image, text, PDF, and survey data on Windows and macOS.
Free planmacOSWindows6.9From $360 a year - 7
Azure AI Speech
Free planWebAPISelf-hosted6.7Free plan - 8
Dedoose
Dedoose is a cloud-based application for analyzing and visualizing qualitative and mixed methods data.
LinuxmacOSWindows6.6From $12.95 a month - 9
Taguette
Taguette is a free, open-source tool for qualitative research that lets users organize and code material from documents.
Free planWebLinuxmacOSSelf-hosted6.5Free plan - 10
Voyant Tools
Voyant Tools is an open-source environment for reading and analyzing digital texts, available as a hosted web app and a local server.
Free planWebAPILinuxmacOS6.4Free plan - 11
ATLAS.ti
ATLAS.ti is qualitative data analysis software for organizing and examining research material, including text, PDFs, images, audio, video, and geographic data.
WebmacOSWindows6.2 - 12
WordStat
WordStat is text-mining and quantitative content analysis software for examining large document collections.
LinuxmacOSWindows6.2 - 13
Kapiche
Kapiche is a paid web and API platform that analyzes customer conversations and feedback to produce customer intelligence.
WebAPI6.1From $2 a month - 146.1From $25,000 a year
- 15
5.9 - 16
5.5 - 17
QDA Miner
LinuxmacOSWindows5.0 - 18
Gensim
LinuxmacOSWindows4.8 - 19
Lexalytics
Web4.8 - 204.7
- 21
AntConc
LinuxmacOSWindows4.7 - 22
Luminoso
Web4.7 - 23
QualCoder
LinuxmacOSWindows4.7 - 244.4
- 254.3
Choosing well
Check the pricing model
Free plans are available in this category, while paid options can show a starting price or require a quote. A free trial may help you assess a paid tool before subscribing.
Read the pricing note carefully, including whether access is described as free, freemium or paid.
Match the analysis methods
The comparison covers sentiment analysis, topic modeling and entity extraction. Choose the methods that fit the questions you need to answer from text.
A tool focused on topics may suit theme discovery, while entity extraction can help identify names, places or organizations in documents.
Review languages and inputs
Supported languages affect whether the software can process your material accurately. Check the language list against your documents before choosing.
Text input sources also matter. Confirm that the way you collect text is supported, such as a web workflow, API connection or another listed source.
Plan your workflow
Platform options in this category include web, macOS, Windows, Linux, APIs and self-hosted setups. Check Android access directly if you want to work from a Xiaomi, Redmi or POCO phone or tablet.
Compare export formats with the tools you already use so findings can move into your next step without manual rework.
Consider trials and code access
A free trial can provide temporary access to a paid service. Open-source code may matter if you need to inspect or adapt the software.
Check the licence and hosting requirements before adopting an open-source or self-hosted option.
Questions people ask
Is there text analysis software with a free plan?
Yes. Free plans are offered in this category, alongside paid and freemium pricing models. Check the individual pricing note before starting.
Can I use these tools on Android?
Check Android support for the tool you are considering. The category’s platform notes cover web, macOS, Windows, Linux, APIs and self-hosted setups.
What analysis features should I compare?
Compare sentiment analysis, topic modeling and entity extraction, then match those methods to the questions you need to answer.
Which text sources can these tools accept?
Text input sources are a comparison point. Review the tool’s listed inputs and confirm they match how you collect or store text.
Can I export the results?
Export formats are part of the comparison. Check that a tool can produce a format accepted by your next application or workflow.