Toolradar Data
ETL & Data Pipelines Tools Statistics 2026
Live data on ETL & Data Pipelines software, computed from the Toolradar catalog. Ratings and review counts are aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge).
104
ETL & Data Pipelines tools published and tracked on Toolradar as of October 4, 2026.
Last updated October 4, 2026. Reviewed by Louis Corneloup.
Key findings
- Toolradar tracks 104 ETL & Data Pipelines tools as of October 4, 2026, 1% of its 10,902-tool directory.
- ETL & Data Pipelines tools average 4.45 out of 5 across 69 rated tools and 11,579 reviews aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge).
- 63% of ETL & Data Pipelines tools offer a free tier, 65 of 104.
- 83 ETL & Data Pipelines tools were added to Toolradar during 2026, 80% of the category.
- Logstash is the highest-rated ETL & Data Pipelines tool at 4.6 out of 5 from 553 reviews.
Source: Toolradar catalog, computed live on October 4, 2026.
Headline numbers
ETL & Data Pipelines tools published on Toolradar
Source: Toolradar catalog, published status
Share of the whole Toolradar directory
Source: 104 of 10,902 published tools
User reviews across ETL & Data Pipelines tools
Source: aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge), across 69 rated tools
Average ETL & Data Pipelines tool rating, weighted by review volume
Source: aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge); unweighted mean 4.52 / 5 across 69 rated tools
ETL & Data Pipelines tools added to the directory in 2026
Source: Toolradar createdAt, 80% of the category (directory add date, not vendor launch)
Pricing mix
How ETL & Data Pipelines tools split between a free path (free, freemium, open-source) and strictly paid.
Tools that offer a free tier
Source: Toolradar pricing labels, 65 of 104 ETL & Data Pipelines tools
Tools that are strictly paid
Source: Toolradar pricing labels, 39 of 104 ETL & Data Pipelines tools
Where the reviews come from
Review volume for ETL & Data Pipelines tools by third-party platform.
G2 reviews
Across 68 ETL & Data Pipelines tools carrying a G2 profile
Capterra reviews
Across 20 ETL & Data Pipelines tools carrying a Capterra profile
SourceForge reviews
Across 6 ETL & Data Pipelines tools carrying a SourceForge profile
PeerSpot reviews
Across 2 ETL & Data Pipelines tools carrying a PeerSpot profile
TrustRadius reviews
Across 1 ETL & Data Pipelines tool carrying a TrustRadius profile
Trustpilot reviews
Across 1 ETL & Data Pipelines tool carrying a Trustpilot profile
Highest-rated ETL & Data Pipelines tools
Top-rated ETL & Data Pipelines tools with at least 500 third-party reviews.
Logstash
553 reviews aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge)
Cleo
533 reviews aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge)
Jitterbit
629 reviews aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge)
MuleSoft
1,468 reviews aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge)
Qlik
1,191 reviews aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge)
Most reviewed ETL & Data Pipelines tools
The ETL & Data Pipelines tools carrying the most third-party reviews.
MuleSoft
4.40 / 5 average, aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge)
Qlik
4.40 / 5 average, aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge)
Fivetran
4.30 / 5 average, aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge)
Boomi
4.40 / 5 average, aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge)
Jitterbit
4.50 / 5 average, aggregated across third-party review platforms (G2, Capterra, Trustpilot, SourceForge)
ETL & Data Pipelines growth in 2026
Explore ETL & Data Pipelines tools
Methodology and sources
Every figure is computed live from the Toolradar catalog, published ETL & Data Pipelines 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.