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).
559
Data & Databases tools published and tracked on Toolradar as of October 4, 2026.
Last updated October 4, 2026. Reviewed by Louis Corneloup.
Key findings
- Toolradar tracks 559 Data & Databases tools as of October 4, 2026, 5% of its 10,902-tool directory.
- Data & Databases tools average 4.21 out of 5 across 300 rated tools and 110,992 reviews aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge).
- 66% of Data & Databases tools offer a free tier, 370 of 559.
- 463 Data & Databases tools were added to Toolradar during 2026, 83% of the category.
- Google Cloud Storage is the highest-rated Data & Databases tool at 4.7 out of 5 from 2,892 reviews.
Source: Toolradar catalog, computed live on October 4, 2026.
Headline numbers
Data & Databases tools published on Toolradar
Source: Toolradar catalog, published status
Share of the whole Toolradar directory
Source: 559 of 10,902 published tools
User reviews across Data & Databases tools
Source: aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge), across 300 rated tools
Average Data & Databases tool rating, weighted by review volume
Source: aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge); unweighted mean 4.41 / 5 across 300 rated tools
Data & Databases tools added to the directory in 2026
Source: Toolradar createdAt, 83% 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, 370 of 559 Data & Databases tools
Tools that are strictly paid
Source: Toolradar pricing labels, 189 of 559 Data & Databases tools
Where the reviews come from
Review volume for Data & Databases tools by third-party platform.
G2 reviews
Across 286 Data & Databases tools carrying a G2 profile
Capterra reviews
Across 94 Data & Databases tools carrying a Capterra profile
Trustpilot reviews
Across 27 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
2,892 reviews aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge)
AWS S3
2,062 reviews aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge)
Apify
1,201 reviews aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge)
DbVisualizer
926 reviews aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge)
UpLead
831 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.
Oracle Cloud
3.50 / 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)
Steampipe
4.60 / 5 average, aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge)
Elastic
4.50 / 5 average, aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge)
Google Cloud Storage
4.70 / 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.