AI Rankings

Lumivero

NVivo

Qualitative data analysis software with AI-assisted features for organizing and exploring interviews and open-ended data.

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Our editorial assessment, based on the public sources listed below. Last reviewed .

Task rank
#12
Tier
A
Score
78.3

Strengths

  • Established tool for qualitative coding and analysis
  • AI helps surface patterns and themes in text data
  • Used widely in academic and social-science research

Considerations

  • Desktop software with a steeper learning curve
  • Licensing is on the expensive side for individuals
  • AI features assist rather than automate analysis

Price

Paid licenses (academic discounts available)

Shown for reference — price is not part of the score.

Score breakdown

Performance
76.0
55% of score
Reputation
79.0
35% of score
Recency
88.0
10% of score

The overall score combines these sub-scores using the weights shown. How we score →

Verification status

Each field carries its own re-verification date. Amber means older than 90 days — treat those figures as stale until re-checked.

Pricing
Benchmark
Reputation
Feature list

Checked against the sources listed below.

Sources

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