G2 Vendor Directory

Aerosolve vs. Neo4j Graph Data Science

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

MetricAerosolve

by Airbnb

Neo4j Graph Data Science

by Neo4j

Overall rating4.54.5
Review count1816
Ease of use8.78.7
Ease of setup9.38.2
Quality of support8.99.0
Meets requirements9.09.1
NPS64.70588273.333333
Small Business66.7%37.5%
Mid-Market27.8%43.8%
Enterprise5.6%18.8%
Total page views4090
Total LLM citations6557

Aerosolve

Aerosolve is a machine learning package built for humans its library is meant to be used with sparse, interpretable features such as those that commonly occur in search (search keywords, filters) or pricing (number of rooms, location, price). It is not as interpretable with problems with very dense non-human interpretable features such as raw pixels or audio samples.

Pros

    Neo4j Graph Data Science

    Neo4j Graph Data Science is a data science and machine learning engine that uses the relationships in your data to improve predictions. It plugs into enterprise data ecosystems so you can get more data science projects into production quickly. Using a catalog of over 65 pretuned graph algorithms, data scientists can explore billions of data points in seconds to identify hidden connections and generate compelling visualizations that lead to better stakeholder decision making.

    Pros

    • Ease of Use
    • Model Variety
    • Problem Solving
    • Machine Learning
    • Scalability
    • Analytics