G2 Vendor Directory

Microsoft Text Analytics API vs. NVivo

A side-by-side comparison based on G2 review data.

MetricMicrosoft Text Analytics API

by Microsoft

NVivo

by Lumivero

Overall rating4.44.0
Review count14146
Ease of use8.98.0
Ease of setup9.37.7
Quality of support8.08.0
Meets requirements8.28.7
NPS5031.690141
Small Business57.1%47.6%
Mid-Market21.4%19.3%
Enterprise21.4%33.1%
Total page views76498
Total LLM citations143,485

Microsoft Text Analytics API

Microsoft Text Analytics API is a suite of text analytics services that offer APIs for sentiment analysis, key phrase extraction and topic detection for English text, as well as language detection for 120 languages.

Pros

    NVivo

    NVivo is the leading qualitative and mixed-methods analysis solution, available in two offerings: NVivo AI Cloud is the new AI-native, cloud-based solution powered by AURA (AI Unified Research Assistant). It guides researchers through project setup, literature search, AI-assisted coding, and grounded analysis—weaving AI assistance into the core workflow from the start. Every AI-generated insight includes a transparent audit trail linking back to source data with human approval gates, ensuring findings are defensible and withstand peer review.

    Pros

    • Ease of Use
    • Efficiency Improvement
    • Insights
    • Useful
    • Visualization
    • Analytics