Toolradar Data
Vector Databases Tools Statistics 2026
Live data on Vector Databases software, computed from the Toolradar catalog. Ratings and review counts are aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge).
18
Vector 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 18 Vector Databases tools as of August 19, 2026, 0% of its 10,235-tool directory.
- Vector Databases tools average 4.44 out of 5 across 9 rated tools and 301 reviews aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge).
- 83% of Vector Databases tools offer a free tier, 15 of 18.
- 12 Vector Databases tools were added to Toolradar during 2026, 67% of the category.
Source: Toolradar catalog, computed live on August 19, 2026.
Headline numbers
Vector Databases tools published on Toolradar
Source: Toolradar catalog, published status
Share of the whole Toolradar directory
Source: 18 of 10,235 published tools
User reviews across Vector Databases tools
Source: aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge), across 9 rated tools
Average Vector Databases tool rating, weighted by review volume
Source: aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge); unweighted mean 4.60 / 5 across 9 rated tools
Vector Databases tools added to the directory in 2026
Source: Toolradar createdAt, 67% of the category (directory add date, not vendor launch)
Pricing mix
How Vector Databases 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 18 Vector Databases tools
Tools that are strictly paid
Source: Toolradar pricing labels, 3 of 18 Vector Databases tools
Where the reviews come from
Review volume for Vector Databases tools by third-party platform.
G2 reviews
Across 8 Vector Databases tools carrying a G2 profile
Capterra reviews
Across 1 Vector Databases tool carrying a Capterra profile
SourceForge reviews
Across 1 Vector Databases tool carrying a SourceForge profile
Most reviewed Vector Databases tools
The Vector Databases tools carrying the most third-party reviews.
LanceDB
4.30 / 5 average, aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge)
Yugabyte
4.50 / 5 average, aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge)
Pinecone
4.60 / 5 average, aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge)
Weaviate
4.60 / 5 average, aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge)
Qdrant
4.50 / 5 average, aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge)
Vector Databases growth in 2026
Explore Vector Databases tools
Methodology and sources
Every figure is computed live from the Toolradar catalog, published Vector 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.