Toolradar Data
Data & Databases Tools Statistics 2026
Live data on Data & Databases software, computed from the Toolradar catalog. Ratings and review counts are aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge).
544
Data & Databases tools published and tracked on Toolradar as of August 19, 2026.
Last updated August 19, 2026. Reviewed by Louis Corneloup.
Key findings
- Toolradar tracks 544 Data & Databases tools as of August 19, 2026, 5% of its 10,235-tool directory.
- Data & Databases tools average 4.43 out of 5 across 308 rated tools and 216,338 reviews aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge).
- 67% of Data & Databases tools offer a free tier, 366 of 544.
- 447 Data & Databases tools were added to Toolradar during 2026, 82% of the category.
- Google Cloud Storage is the highest-rated Data & Databases tool at 4.7 out of 5 from 4,566 reviews.
Source: Toolradar catalog, computed live on August 19, 2026.
Headline numbers
Data & Databases tools published on Toolradar
Source: Toolradar catalog, published status
Share of the whole Toolradar directory
Source: 544 of 10,235 published tools
User reviews across Data & Databases tools
Source: aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge), across 308 rated tools
Average Data & Databases tool rating, weighted by review volume
Source: aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge); unweighted mean 4.48 / 5 across 308 rated tools
Data & Databases tools added to the directory in 2026
Source: Toolradar createdAt, 82% of the category (directory add date, not vendor launch)
Pricing mix
How Data & Databases tools split between a free path (free, freemium, open-source) and strictly paid.
Tools that offer a free tier
Source: Toolradar pricing labels, 366 of 544 Data & Databases tools
Tools that are strictly paid
Source: Toolradar pricing labels, 178 of 544 Data & Databases tools
Where the reviews come from
Review volume for Data & Databases tools by third-party platform.
G2 reviews
Across 272 Data & Databases tools carrying a G2 profile
Capterra reviews
Across 162 Data & Databases tools carrying a Capterra profile
Trustpilot reviews
Across 7 Data & Databases tools carrying a Trustpilot profile
SourceForge reviews
Across 41 Data & Databases tools carrying a SourceForge profile
TrustRadius reviews
Across 3 Data & Databases tools carrying a TrustRadius profile
PeerSpot reviews
Across 7 Data & Databases tools carrying a PeerSpot profile
Highest-rated Data & Databases tools
Top-rated Data & Databases tools with at least 500 third-party reviews.
Google Cloud Storage
4,566 reviews aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge)
AWS S3
2,049 reviews aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge)
UpLead
900 reviews aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge)
DbVisualizer
898 reviews aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge)
Ninox
555 reviews aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge)
Most reviewed Data & Databases tools
The Data & Databases tools carrying the most third-party reviews.
Azure
4.40 / 5 average, aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge)
Oracle Cloud
4.20 / 5 average, aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge)
AWS
4.40 / 5 average, aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge)
Google Cloud
4.60 / 5 average, aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge)
Steampipe
4.60 / 5 average, aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge)
Data & Databases growth in 2026
Explore Data & Databases tools
Methodology and sources
Every figure is computed live from the Toolradar catalog, published Data & Databases 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.