Best Text Analytics Software in 2026
Updated
In short: MAXQDA is ranked #1 of 36 as of 4 October 2026, ahead of Dovetail and CallMiner Eureka. The best-ranked option with a free plan is Dovetail. The lowest first paid tier on this page is Quirkos at $5/mo.
Written material can reveal patterns in sentiment, intent, topics, and entities. The ranked entries begin with Dovetail, DiscoverText, and CallMiner Eureka. Compare analysis sources and deployment options to see what material and setups are covered. Entity extraction, intent detection, sentiment analysis, and topic analysis describe different kinds of findings to consider, while supported languages may matter for the text you work with. Free-plan availability and paid-from pricing add practical cost factors. Relative Insight and Chattermill are among the other early entries.
36 text analytics software ranked on what their makers publish — plans and prices, free tiers, platforms and the facts on their own pages.
4 of the 25 here have a free tier you can use, 0 have open-source code on record, and 0 have full bars: free, open, on most of your devices and documented.
| # | App | Signal | Free tier | Open code | Devices | From | Score |
|---|---|---|---|---|---|---|---|
| 1 | MAXQDAWindows · Mac | Two bars | — | 2 of 6 | — | 6.5 | |
| 2 | DovetailWeb · API | Two bars | — | 1 of 6 | Free | 6.4 | |
| 3 | CallMiner EurekaWeb · API | One bar | — | — | 1 of 6 | — | 5.4 |
| 4 | DiscoverTextWeb · API | One bar | — | — | 1 of 6 | $99/mo | 5.4 |
| 5 | QuirkosWeb · Windows · Mac · Linux · Android · iPhone | Two bars | — | — | 6 of 6 | $5/mo | 5.4 |
| 6 | Relative InsightWeb | One bar | — | — | 1 of 6 | — | 5.4 |
| 7 | spaCyWindows · Mac · Linux | One bar | — | — | 3 of 6 | — | 5.4 |
| 8 | Voyant ToolsWeb · Windows · Mac · Linux | One bar | — | — | 4 of 6 | — | 5.4 |
| 9 | CATMAWeb · Windows · Mac · Linux | One bar | — | — | 4 of 6 | — | 5.3 |
| 10 | KH CoderWindows · Mac | No signal | — | — | 2 of 6 | — | 5.3 |
| 11 | SpeakerboxWindows · Mac · Linux | One bar | — | — | 3 of 6 | — | 5.3 |
| 12 | TaguetteWeb · Windows · Mac · Linux · Self-hosted | Two bars | — | 4 of 6 | Free | 5.3 | |
| 13 | QualCoderWindows · Mac · Linux | Two bars | — | 3 of 6 | Free | 5.2 | |
| 14 | SemantriaWeb | No signal | — | — | 1 of 6 | — | 5.2 |
| 15 | T-LABWindows | No signal | — | — | 1 of 6 | — | 5.2 |
| 16 | TextAnalyzerWeb | No signal | — | — | 1 of 6 | — | 5.2 |
| 17 | WordStatWindows · Mac · Linux | Two bars | — | — | 3 of 6 | — | 5.2 |
| 18 | ATLAS.tiWeb · Windows · Mac | Two bars | — | — | 3 of 6 | — | 5.1 |
| 19 | Brandwatch ListenWeb · API | One bar | — | — | 1 of 6 | — | 5.1 |
| 20 | ChattermillWeb | No signal | — | — | 1 of 6 | — | 5.1 |
| 21 | Quid (formerly NetBase Quid)Web | No signal | — | — | 1 of 6 | — | 5.1 |
| 22 | textnetsNo platforms listed | No signal | — | — | 0 of 6 | — | 5.1 |
| 23 | WonderflowWeb | No signal | — | — | 1 of 6 | — | 5.1 |
| 24 | TextDescriptivesNo platforms listed | No signal | — | — | 0 of 6 | — | 5.0 |
| 25 | DedooseWindows · Mac · Linux | One bar | — | — | 3 of 6 | — | 4.9 |
Is your app on this list?
Numbered spots on this list can be sponsored. They are labelled, and the editorial order and scores never change for payment.
Questions about this list
Which text analytics software is ranked first on Freedom251?
MAXQDA is ranked #1 of 36 with a score of 6.5. Dovetail is second and CallMiner Eureka third.
How many of these have a free plan?
3 of the 25 on this page publish a free plan on their own pricing pages.
Which is the cheapest paid option?
On this page, Quirkos has the lowest first paid tier we found: $5/mo.
How is this list ranked?
Ranked free-and-open first: a usable free tier and open-source code, then the platforms it runs on and its documentation. Paid placements never change a rank.