It suits researchers across disciplines working with qualitative text data.
Free trial From $5 a month, billed yearly AndroidiPhone & iPadWebWindowsMacLinux
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Best Text Analytics Software 2026
Written material can reveal patterns in sentiment, intent, topics and entities, and text analytics software offers different ways to examine it. Compare analysis sources and deployment options with the specific findings you need, including entity extraction, intent detection, sentiment analysis and topic analysis. Supported languages may matter if your material spans languages. Quirkos, MAXQDA and Dovetail are among the entries to consider, alongside DiscoverText and CallMiner Eureka. Check free-plan availability and paid-from pricing as you weigh the tools against the text you have and the questions you want to answer.
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KH Coder
KH Coder suits researchers and analysts working with qualitative text who want quantitative methods and visual analysis.
WindowsMacLinux+1 Record5.8 Visit
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CATMA
CATMA suits researchers working on qualitative text studies, particularly literary studies, who want annotation and visualization tools.
WebWindowsMac+3 Record5.6 Visit
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webQDA
webQDA suits academic researchers, postgraduate students, and professionals analyzing qualitative material.
AndroidiPhone & iPadWeb Record5.4 Visit
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Condens
It suits UX and customer-research teams that need a searchable repository, linked evidence, transcription, and collaborative sharing.
WebAPI Record5.3 Visit
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Transana
WindowsMac $360 a year Record5.1 Visit Transana suits researchers and teams analyzing multimedia or text-based qualitative data.
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MAXQDA
WebWindowsMac+1 $41 a month Record5.0 Visit It suits researchers working with qualitative or mixed methods data, including interviews, questionnaires, and focus groups.
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DiscoverText
WebAPI $99 a month Record4.9 Visit DiscoverText suits researchers and organizations working with multilingual text collections, including teams that need annotation or eDiscovery tools.
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QualCoder
WindowsMacLinux Free plan Record4.9 Visit QualCoder suits people conducting qualitative analysis across text or media on desktop systems.
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spaCy
WindowsMacLinux+1 Free plan Record4.9 Visit spaCy suits developers building NLP applications in Python, particularly for production use and large text workloads.
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Taguette
WebWindowsMac+2 Free plan Record4.8 Visit Taguette suits researchers who need to code documents and export highlights or project materials.
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Voyant Tools
WebWindowsMac+3 Free plan Record4.8 Visit Voyant Tools suits digital humanities students and scholars, as well as members of the general public who want to explore digital texts.
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Dovetail
WebAPI Free plan Record4.3 Visit Dovetail suits teams that need to organize customer conversations and other feedback for analysis.
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TextAnalyzer
Web Free plan Record4.2 Visit It suits researchers who want lexical, sentiment, emotion, or topic analyses of English text.
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CallMiner Eureka
WebAPI — Record3.7 Visit Eureka is aimed at organizations seeking to analyze customer conversations and support agent performance.
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Chattermill
WebAPI — Record3.7 Visit Chattermill suits enterprise CX, product, insights, and customer support teams that need to analyze feedback from multiple channels.
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