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Best Text Analysis Software in 2026
- 27 apps
- Research read 28 Sept 2026
- How the order is worked out
- 1
CATMA
Free plan Open source APILinuxMac+3CATMA brings collaborative markup, analysis, and export options to qualitative text research.
- 2
KH Coder
Free plan Open source LinuxMacSelf-hosted+1KH Coder covers a broad range of text-analysis methods and can keep results tied to their textual context.
- 3
- 4
Taguette
Free plan LinuxMacSelf-hosted+2Taguette provides document coding, exports and a choice of desktop, hosted or server use at no charge.
- 5
Voyant Tools
Free plan APILinuxMac+3Voyant Tools combines a hosted text-analysis workspace with a local option for offline use.
- 6
AntConc
Free plan LinuxMacWindows - 7
Dedoose
Free trial LinuxMacWindowsChoose Dedoose if your research combines qualitative and quantitative material or spans multiple media types, especially when real-time collaboration matters.
- 8
Gensim
Free plan LinuxMacWindows - 9
ATLAS.ti
Free trial MacWebWindowsATLAS.ti covers a wide range of research materials and includes both AI analysis features and reference-manager imports.
- 10
MAXQDA
Free trial ExtensionMacWeb+1MAXQDA offers research analysis tools across qualitative, mixed methods, and statistical work.
- 11
Quirkos
Free trial AndroidiPhoneLinux+3Quirkos offers a visual coding and query workflow, with cloud collaboration and several export options.
- 12
BERTopic
Free plan - 13
- 14
QualCoder
Free plan LinuxMacWindows - 15
webQDA
Free trial AndroidiPhoneWebwebQDA brings varied media analysis, coding, queries, collaboration, and export into a browser workspace. Review its file limits and fixed license periods when planning larger projects.
- 16
Chattermill
Paid APIWebChattermill combines feedback analysis, reporting, alerts, and integrations for enterprise teams. Pricing is on request; the stated data residency options are standard UK/EU or available US residency.
- 17
LancsBox
Free plan - 18
Transana
Free trial MacWindowsTransana combines transcription, coding, and reporting for qualitative analysis across several data types. Check the demo limits and license terms before choosing a plan.
- 19
Kapiche
Paid APIWebKapiche combines multi-channel feedback analysis with predictive signals and conversation quality scoring. Its entry pricing and lack of a trial are important considerations for teams evaluating it.
- 20
WordStat
Free trial LinuxMacWindowsWordStat provides extensive text-mining, classification, import, and export functions for large collections.
- 21
NVivo Transcription
by NVivo TranscriptionPaid WebNVivo Transcription combines multilingual transcription with exports and features for organized research or employer workflows.
- 22
Thematic
Paid APIWebThematic brings varied feedback into one analysis and workflow system for enterprise CX use.
- 23
- 24
QDA Miner
Paid LinuxMacWindowsQDA Miner presents a document-focused analysis tool with sentiment and entity features across 68 languages. The trial provides a short evaluation window, while continued use requires a paid plan.
- 25
Lexalytics
Paid Web
#1Places #1, #2, #3, #4, #5 on this list can be bought by the makers of the software on it. See the price
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