WordStat vs Chattermill

WordStat8.6Visit Chattermill8.1Visit

Higher score WordStat #4 in Text Analysis Software 8.6/10 14-day trial Free trial✓ 3 of 3 features Visit WordStat

vs

Chattermill #7 in Text Analysis Software 8.1/10 Pricing on request ✓ 1 of 3 features Visit Chattermill

• WordStat fits best

  Analysts needing advanced text mining and classification

• Chattermill fits best

  Enterprises analyzing customer feedback at scale

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Side by side

Feature	WordStat 8.6/10 Visit ↗	Chattermill 8.1/10 Visit ↗
At a glance
Editor score	8.6	8.1
Ranking	#4 in Text Analysis Software	#7 in Text Analysis Software
Best for	Analysts needing advanced text mining and classification	Enterprises analyzing customer feedback at scale
Pricing model	Paid	Paid
Starting price	14-day trial	Pricing on request
Free plan	Not checked yet	Not checked yet
Free trial	14 days	—
Deployment	Desktop	Cloud
Platforms	Windows, macOS, Linux	Web
Support	Email, Phone, Docs	Email, Live chat, Docs
Integrations	10 integrations	65+ integrations
Built for	Small business, Mid-market, Enterprise	Mid-market, Enterprise
Features WordStat 3/3 · Chattermill 1/3
Sentiment analysis	✓	✓
Topic modeling	✓ (best)	Not checked yet
Entity extraction	✓ (best)	Not checked yet
Specs
Supported languages	Not checked yet	Not checked yet
Text input sources	Not checked yet	Not checked yet
Export formats	Not checked yet	Not checked yet
Our review
Pros	Combines topic modeling, classification, and named-entity extraction Supports AI-assisted sentiment, summarization, topic, and entity analysis Connects with QDA Miner, SimStat, Stata, and research tools	Combines feedback from surveys, reviews, social, support conversations, and calls Connects themes and sentiment to business metrics, with alerts for anomalies Integrates with CX tools, data platforms, and AI agents
Cons	Desktop deployment may not suit teams seeking a web-based workflow Paid product with a 14-day trial that becomes limited afterward Its range of methods may exceed the needs of straightforward text review	Custom pricing requires a conversation with sales Mid-market and enterprise focus may not suit smaller teams Broad feedback analysis may be more than teams with narrow needs require
Our verdict	WordStat is desktop text-analysis software from Provalis Research for researchers, analysts, and organizations working with large collections of unstructured text. It brings together exploratory text mining, topic modeling,… Read the review →	Chattermill brings customer feedback from surveys, reviews, social media, support conversations, calls, and other channels into one analysis workflow. CX, Voice of Customer, product, support, and operations teams can use AI classification… Read the review →

Strengths and trade-offs

• WordStat — where it wins

  • Combines topic modeling, classification, and named-entity extraction
  • Supports AI-assisted sentiment, summarization, topic, and entity analysis
  • Connects with QDA Miner, SimStat, Stata, and research tools

  Where it doesn't

  • Desktop deployment may not suit teams seeking a web-based workflow
  • Paid product with a 14-day trial that becomes limited afterward
  • Its range of methods may exceed the needs of straightforward text review

• Chattermill — where it wins

  • Combines feedback from surveys, reviews, social, support conversations, and calls
  • Connects themes and sentiment to business metrics, with alerts for anomalies
  • Integrates with CX tools, data platforms, and AI agents

  Where it doesn't

  • Custom pricing requires a conversation with sales
  • Mid-market and enterprise focus may not suit smaller teams
  • Broad feedback analysis may be more than teams with narrow needs require

• WordStat8.6/10 · 14-day trial

  A broad desktop text-analysis toolkit for research teams working with unstructured text.

  Visit WordStatFull verdict →
• Chattermill8.1/10 · Pricing on request

  Unifies feedback analysis across channels, with custom pricing aimed at mid-market and enterprise teams.

  Visit ChattermillFull verdict →