Qualitative Data Analysis Software Compared (2026)

The short answer, by situation

If you need team projects, Windows, or an institution-supported license, choose NVivo, MAXQDA or ATLAS.ti. If you want the cheapest route, choose Taguette (free) or Quirkos ($69 one-time offline licence). If your recordings must stay on one Mac and you want AI help that never leaves it, choose Liminon. The rest of this page backs that up with sources and says where each tool is the better pick.

Every row below was read on 2026-10-16 from the vendor's own page. Prices and plans change, so confirm on the vendor's page before you pay. “Not verified” means we did not see a clear statement on the page we read, not that the feature is absent.

Side by side

Tool	Best known for	Price shown on its own page	Where it runs	Where the AI runs
NVivo (Lumivero)	The long-standing default in universities; grounded theory, thematic and framework analysis	Amounts not shown; individual subscriptions for its cloud product, team plans on a waitlist for early 2027	NVivo Desktop (installed) and NVivo AI Cloud (browser)	NVivo AI Cloud on Microsoft Azure in five regions; page says data is not used for training and not retained after each task
MAXQDA	Mixed methods with a statistics module; same features on Windows and macOS (vendor's claim)	Amounts not readable. Annual, 3-year and 5-year terms; student licences of 6 or 12 months; AI Assist sold only as a subscription add-on	Desktop, Windows and macOS	MAXQDA's cloud servers in the EU; Premium can use a model on your own computer or server
ATLAS.ti	High-volume coding with native Windows and Mac apps plus a web version	Amounts not verified; free trial offered	Windows, Mac and Web, projects move between them	OpenAI GPT models; you choose US or Europe processing; opt-in, extra fees may apply
Delve	Easy-to-learn coding with a free online course	$50 per user per month, month-to-month, 14-day free trial; education pricing exists	Platform not stated (a login-based service)	Cloud service; Delve AI assists coding; where it processes: not stated
Quirkos	Visual, simple coding; offers an offline licence	$69 lifetime offline licence (one or two computers); Cloud $5 per month on a 1-year subscription	Quirkos 3 on Windows, Mac, Linux; browser Cloud app	No AI analysis; the page says it does not offer “unreliable AI” analysis
Taguette	Free, open-source tagging of quotes	Free; donations accepted	macOS, Windows, Linux locally or on a server; a hosted version exists	AI features: not stated
Skimle	AI-first analysis with an EU-hosted cloud	From €20 per user per month, with a free trial	Cloud, EU-hosted	Cloud; transcription, theme suggestions and agentic codebook building
Dovetail	Customer-feedback platform for product and CX teams, not a classic coding tool	Amounts not shown on the page we read	Platform not stated; SOC 2 Type II and ISO 27001 listed	Cloud AI features; says customer data is not used to train its models
Usercall	AI-moderated interviews plus analysis of transcripts you bring	Plans from $89 per month	Web app	Cloud; the page names OpenAI, Anthropic and Deepgram among its processors
flowres	Online qualitative fieldwork: recruitment, Zoom sessions, transcripts, analysis	Amounts not stated; free trial	Web, with a Zoom integration	Cloud; flowresAI analysis with citations to transcripts
Speak AI	Transcription and conversation intelligence for sales, research and agencies	Pay-as-you-go credits (1 credit = $1); Pro $20 per user per month billed annually or $25 monthly; 7-day trial	Web, iOS, Android apps and meeting assistants for Zoom, Teams, Meet and Webex	Cloud; supports Claude, ChatGPT and Gemini models, with a bring-your-own-key option; training use of customer data is not stated
Liminon	Interview research on one Mac: transcription, coding, evidence, exports	One-time $129 early-bird, $179 standard, $79 student; free during the beta	macOS 14+, Apple Silicon only	On your Mac through an optional local model; nothing is uploaded

How we picked these twelve

On 2026-10-16 we ran twelve English Google searches in the category, including “qualitative data analysis software”, “nvivo alternatives”, “atlas ti alternatives”, “maxqda alternative”, “ai qualitative coding software” and “best qualitative data analysis software”, and recorded the first-screen results. A product made the list if it appeared in two or more of those searches or in the top three of any one. Universities' library guides, Reddit threads and comparison articles were left out because they are not products. Speak AI ranked third in a Chinese-language search (“nvivo 替代”) and is in on the same rule. Two sites that appeared twice were left out: one sells impact-data collection for programs rather than interview coding, and one is a research agency. The raw results are in our research notes.

What each one is best at, and when to pick it

NVivo

Pick it if your institution licenses it and your department teaches it. Its page describes a desktop product and a newer browser product, NVivo AI Cloud, whose assistant answers from your project data with click-through citations and a mode that looks for disconfirming evidence. Team plans for the cloud product are listed as a waitlist for early 2027. We cover the cost and AI questions in NVivo alternatives in 2026.

MAXQDA

Pick it if you work in mixed methods or move between Windows and Mac. Its comparison page claims identical features on both systems, a free read-only Reader for sharing, and import and export through the REFI-QDA exchange format. See MAXQDA alternative.

ATLAS.ti

Pick it for large coding projects that need desktop and web access. Its desktop page lists native Windows and Mac apps and an MCP server for connecting an AI tool to your projects. See ATLAS.ti alternative.

Delve

Pick it if you want the shortest learning curve and a monthly plan you can stop. It lists $50 per user per month, unlimited projects and codes, and free view-only team members. See Delve alternative.

Quirkos

Pick it for a low price and a visual approach, or if you want software that explicitly leaves AI analysis out. Its $69 offline licence is the cheapest paid option here. See Quirkos alternative.

Taguette

Pick it if the budget is zero and the job is tagging quotes. See Taguette alternative.

Skimle

Pick it if you want AI-first analysis and accept an EU-hosted cloud. It also exports REFI-QDA, which helps if you might move on later. See Skimle alternative.

Dovetail, Usercall, flowres and Speak AI

These four sit next to the category rather than inside it. Dovetail is a customer-feedback platform for product and CX teams (Dovetail alternative); Usercall runs AI-moderated interviews and analyzes the transcripts you bring; flowres covers online fieldwork from recruitment to slides; Speak AI transcribes calls and meetings and adds conversation analytics, with pay-as-you-go credits. If you need to run the interviews as well as analyze them, look at them first.

Liminon

Pick it if the recordings must stay on one Mac, you want a one-time price, and you work mostly on your own. It will not suit you if you need Windows, live team projects, or to import an existing NVivo or ATLAS.ti project; REFI-QDA import is on our roadmap, not in this build. For a source-by-source look at three of the big names, see Liminon vs NVivo, MAXQDA and ATLAS.ti.

Where the money goes over three years

Only some vendors show amounts. Using those that do, over 36 months for one person: Delve at $50 a month comes to $1,800; Speak AI Pro at $20 a user per month billed annually comes to $720; Skimle from €20 a month comes to €720; Usercall from $89 a month comes to $3,204; Quirkos Cloud at $5 a month on an annual plan comes to $180, or $69 once for the offline licence; Taguette is free; Liminon is $179 once at the standard price, with updates through v1.x. NVivo, MAXQDA and ATLAS.ti do not show amounts on the pages we read, so we leave them out rather than guess. Subscription and one-time prices buy different things, and several of these include team seats or a hosted service, so treat this as arithmetic on listed prices, not a verdict.

Sources

NVivo: lumivero.com/products/nvivo. MAXQDA: pricing and comparison page. ATLAS.ti: desktop and AI data security.
Delve: delvetool.com/getstarted. Quirkos: quirkos.com. Taguette: taguette.org. Skimle: skimle.com.
Dovetail: dovetail.com. Usercall: usercall.co. flowres: flowres.io. Speak AI: speakai.co and pricing. All read 2026-10-16.

FAQ

What is the best qualitative data analysis software?

It depends on the job. NVivo, MAXQDA and ATLAS.ti are the established full-feature tools and suit teams, Windows users and institution-supported projects. Delve and Quirkos are simpler and cheaper. Taguette is free. Liminon is built for one researcher analyzing interviews on a Mac with everything, including AI, staying on the machine.

Is there a free alternative to NVivo?

Taguette is free and open source and runs on macOS, Windows and Linux, but its page describes tagging and exporting rather than transcription or AI. Quirkos offers a $69 one-time offline licence and a 14-day trial. Liminon is free during its beta.

Which qualitative analysis software keeps data off the cloud?

Taguette and Quirkos' offline licence run on your computer. Liminon runs transcription, coding and its optional AI on your Mac. NVivo AI Cloud, ATLAS.ti AI, Delve, Skimle, Usercall and flowres are cloud services; ATLAS.ti lets you choose US or Europe processing and MAXQDA's Premium tier can use a model on your own computer.

Can I move my project between these tools?

Often through the REFI-QDA exchange format, which MAXQDA and Skimle say they support and Quirkos says it can import from NVivo, MAXQDA and ATLAS.ti projects. Liminon cannot import such projects yet, so for now start a new project from your recordings or transcripts.