Top 10 ETL / ELT Software (2026)

Fivetran is the managed ELT market leader, founded 2012, last priced at a $5.6B post-money valuation in the September 2021 Series D. The product covers 500+ pre-built connectors, automated schema drift handling, and tight push-down transformation via dbt Core integration. Strengths: highest connector reliability in the category, shortest time-to-first-row, mature governance (SOC 2 Type II, HIPAA BAA, GDPR posture). Trade-offs: MAR (Modified Active Rows) consumption pricing is the single most consistent buyer complaint we tracked across 2025 and 2026, bills can spike unexpectedly when upstream sources mutate row patterns, and the gap between list pricing and verified enterprise deal pricing is wide. Customer support quality is strong on Business Critical tier but uneven below it.

Airbyte is the credible open-core challenger to Fivetran, founded 2020, last priced at $1.5B post-money in the December 2021 Series B led by Altimeter and Coatue. The product ships in two flavors: Airbyte OSS (self-hosted, MIT plus ELv2 mix) and Airbyte Cloud (managed). Strengths: largest connector catalog in category counting community connectors (550+), self-host option for sovereign and regulated workloads, modern Connector Builder for custom sources, and aggressive product velocity. Trade-offs: community connector quality is uneven, the 2024 community discussion around a potential BSL license shift left a residue of trust questions even after Airbyte reaffirmed its dual-license model, and Airbyte Cloud pricing on credits (similar in spirit to MAR) shares some of the same volatility characteristics buyers complain about with Fivetran.

Matillion is the transformation-heavy cloud ETL leader, UK-headquartered, founded 2011, last priced at $1.5B post-money in the September 2021 Series E led by General Atlantic. The product is a visual pipeline builder that pushes transformation logic down into Snowflake, Databricks, Redshift, and BigQuery via native SQL. Strengths: best-in-class visual transformation UX, native push-down to cloud DWs, mature CDC support after the 2021 acquisition of Agile Data Engine technology, and a strong UK / EU enterprise presence. Trade-offs: visual-first UX is friction for engineering-led teams that prefer code (dbt + Airbyte is the common alternative), pricing is credit-based and shares the consumption volatility profile of Fivetran and Airbyte Cloud, and AI Productivity features shipped late in 2025 still feel additive rather than core.

Hevo Data is a managed ELT platform headquartered in Bangalore, India, founded 2017, with a $30M Series B raised in June 2022 led by Sequoia Capital India. The product covers 150+ pre-built connectors with a focus on event-based pricing rather than MAR or credits. Strengths: simpler pricing model than Fivetran or Airbyte Cloud, strong mid-market positioning, responsive customer support relative to category peers, and a meaningful APAC reference base. Trade-offs: connector breadth and reliability still trail Fivetran for the top sources, enterprise governance features are present but not yet at Informatica or Fivetran Business Critical depth, and brand recognition outside India and SEA remains lower than the Western incumbents.

Stitch was the original Singer-based managed ELT, founded by RJMetrics in 2016, acquired by Talend in November 2018 for $60M. Talend itself was then taken private by Thoma Bravo in 2021 for $2.4B, and the combined entity was acquired by Qlik (also Thoma Bravo controlled) in March 2023, bringing both Stitch and Talend under one PE-backed parent. The product still ships and still works for the ~140 sources it supports, but customer reviews across 2024 and 2025 consistently flag orphaned-product symptoms: connector maintenance lag, slow response on bugs, and unclear roadmap relative to Qlik Talend Cloud. Strengths: predictable row-based pricing, established mid-market reference base, and integration with the Talend Data Fabric for buyers already on that stack. Trade-offs: substantial post-acquisition customer-service complaints, connector coverage frozen relative to Fivetran and Airbyte, and the Qlik roadmap appears to favor Talend Cloud over Stitch.

Talend is the legacy enterprise data integration platform, founded 2005 in France, that helped pioneer the open-source ETL category. The company was taken private by Thoma Bravo in 2021 for $2.4B, then folded into Qlik in March 2023 (Qlik itself Thoma Bravo controlled, the deal valued the combined entity at $2.4B all-cash). Strengths: deep data quality and governance capabilities (Talend Data Fabric, Talend Data Catalog), strong EMEA enterprise presence, and integration with Qlik Sense and Qlik Cloud for the broader analytics motion. Trade-offs: post-acquisition customer-support neglect has been a consistent theme across 2024 and 2025, the on-prem Talend Studio (Open Studio) was end-of-lifed in 2024 forcing migrations, and roadmap commitments since the Qlik combination have been read as cloud-only with on-prem footprint deprioritized.

Informatica Intelligent Cloud Services (IICS) is the cloud-native successor to PowerCenter and the enterprise data integration leader by share. Informatica (NYSE: INFA) was rumored to be the subject of an $8B+ acquisition by Salesforce in March 2025, talks that were publicly abandoned in April 2025 leaving an uncertainty hangover that still shapes deal cycles in 2026. Strengths: deepest enterprise governance and metadata fabric (CLAIRE AI, Enterprise Data Catalog, IDMC), broadest connector catalog at the enterprise tier, and the only platform with the depth to credibly handle SAP, Oracle, Workday, and PeopleSoft as first-class sources. Trade-offs: pricing remains opaque and the most expensive in the category, the 2025 acquisition speculation created roadmap uncertainty that has not fully resolved, and the platform is overbuilt for mid-market buyers who do not need MDM, Data Quality, and metadata fabric together.

StreamSets is a DataOps and continuous data integration platform, founded 2014, acquired by IBM in April 2022 for a reported $110M. The product focuses on smart data pipelines that handle schema drift, with strong streaming and hybrid (on-prem to cloud) coverage. Strengths: best-in-class drift detection and pipeline resilience, hybrid deployment that handles on-prem to cloud well, and integration with the broader IBM data stack (Cloud Pak for Data, watsonx). Trade-offs: post-IBM acquisition customer experience has shown the classic IBM-acquisition pattern (slower velocity, sales motion shift toward broader IBM deals, customer-service complaints), product momentum has slowed relative to pre-acquisition trajectory, and brand recognition outside the IBM installed base has declined.

Estuary Flow is a real-time CDC-first ELT platform built on Estuary Flow (the open-source streaming runtime), founded 2019, with a $23M Series A raised in 2024 led by FirstMark Capital. The product is engineered for low-latency change data capture with millisecond-level lag, rather than the batch or micro-batch model that dominates Fivetran, Airbyte, and Stitch. Strengths: best-in-class CDC latency in the category, exactly-once delivery semantics, materializations into both warehouses and operational systems, and a permissive open-source runtime that buyers can self-host. Trade-offs: connector breadth narrower than Fivetran or Airbyte (still building toward 200+), enterprise governance features still maturing, and the real-time CDC value proposition only matters for buyers whose batch windows are genuinely not acceptable.

Portable is the long-tail connector specialist of the category, founded 2020, focused on the 300+ niche SaaS sources that Fivetran and Airbyte do not maintain (think B2B SaaS verticals, regional tools, industry-specific platforms). The positioning is explicitly hands-on: customers request connectors, Portable builds and maintains them, often within days. Strengths: largest long-tail connector catalog by a wide margin, custom connector build SLAs that the major incumbents do not match, simple flat pricing, and direct founder-led customer engagement. Trade-offs: not a fit as a primary ELT platform for top-tier sources (Fivetran or Airbyte better), connector quality on the long tail is genuinely best in category but enterprise governance features are minimal, and the platform is positioned as complementary rather than as a replacement for managed ELT incumbents.