Toolradar Data
Data Quality Tools Statistics 2026
Live data on Data Quality software, computed from the Toolradar catalog. Ratings and review counts are aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge).
37
Data Quality tools published and tracked on Toolradar as of August 19, 2026.
Last updated August 19, 2026. Reviewed by Louis Corneloup.
Key findings
- Toolradar tracks 37 Data Quality tools as of August 19, 2026, 0% of its 10,235-tool directory.
- Data Quality tools average 4.39 out of 5 across 27 rated tools and 2,528 reviews aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge).
- 41% of Data Quality tools offer a free tier, 15 of 37.
- 35 Data Quality tools were added to Toolradar during 2026, 95% of the category.
- Informatica is the highest-rated Data Quality tool at 4.2 out of 5 from 571 reviews.
Source: Toolradar catalog, computed live on August 19, 2026.
Headline numbers
Data Quality tools published on Toolradar
Source: Toolradar catalog, published status
Share of the whole Toolradar directory
Source: 37 of 10,235 published tools
User reviews across Data Quality tools
Source: aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge), across 27 rated tools
Average Data Quality tool rating, weighted by review volume
Source: aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge); unweighted mean 4.46 / 5 across 27 rated tools
Data Quality tools added to the directory in 2026
Source: Toolradar createdAt, 95% of the category (directory add date, not vendor launch)
Pricing mix
How Data Quality tools split between a free path (free, freemium, open-source) and strictly paid.
Tools that offer a free tier
Source: Toolradar pricing labels, 15 of 37 Data Quality tools
Tools that are strictly paid
Source: Toolradar pricing labels, 22 of 37 Data Quality tools
Where the reviews come from
Review volume for Data Quality tools by third-party platform.
G2 reviews
Across 23 Data Quality tools carrying a G2 profile
Capterra reviews
Across 12 Data Quality tools carrying a Capterra profile
SourceForge reviews
Across 5 Data Quality tools carrying a SourceForge profile
Highest-rated Data Quality tools
Top-rated Data Quality tools with at least 500 third-party reviews.
Most reviewed Data Quality tools
The Data Quality tools carrying the most third-party reviews.
Informatica
4.20 / 5 average, aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge)
Monte Carlo
4.40 / 5 average, aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge)
Shelf
4.70 / 5 average, aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge)
Rexi
4.00 / 5 average, aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge)
Metaplane
4.90 / 5 average, aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge)
Data Quality growth in 2026
Explore Data Quality tools
Methodology and sources
Every figure is computed live from the Toolradar catalog, published Data Quality tools only. Ratings and review counts are aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge) and are not the site's own reviews. Added in 2026 means added to the Toolradar directory this year, not the vendor's launch date. Leaderboards apply a 500-review floor. See how we rate.