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Head-to-head · Data Preparation for Analytics

Qlik Talend Cloud vs Dataform

  • Updated Oct 2026
  • Both researched from official sources
  • 3 checks side by side
Higher score Qlik Talend Cloud #5 in Data Preparation for Analytics 8.8/10 Pricing on request ✓ 0 of 3 features Visit Qlik
Dataform #8 in Data Preparation for Analytics 8.5/10 Free plan Free plan✓ 2 of 3 features Visit Dataform

Qlik Talend Cloud leads on 0 checks, Dataform on 1, and 2 are even. Who comes out ahead on the 3 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreQlik Talend Cloud · 8.8/10
  • Free planonly Dataform
  • Most featuresDataform · 2 of 3

Qlik Talend Cloud scores higher on our rubric for data preparation for analytics: 8.8 against 8.5 out of 10; our editors rank them #5 and #8.

Dataform offers free plan; Qlik Talend Cloud doesn't.

Qlik Talend Cloud is the better fit for enterprises combining data preparation and movement. Dataform is the better fit for bigQuery teams using SQL-based preparation workflows.

  • Qlik Talend Cloud fits best

    Enterprises combining data preparation and movement

  • Dataform fits best

    BigQuery teams using SQL-based preparation workflows

Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.

Side by side

Feature Qlik Talend Cloud 8.8/10 Visit ↗ Dataform 8.5/10 Visit ↗
At a glance
Editor score 8.8 8.5
Ranking #5 in Data Preparation for Analytics #8 in Data Preparation for Analytics
Best for Enterprises combining data preparation and movement BigQuery teams using SQL-based preparation workflows
Pricing model Paid Free
Starting price — Free
Free plan — ✓ (best)
Free trial — —
Deployment Cloud, Self-hosted Cloud
Platforms Web Web
Support Community, Docs Docs, Community
Integrations 18 integrations 9 integrations
Built for Mid-market, Enterprise Mid-market, Enterprise
Features Qlik Talend Cloud 0/3 · Dataform 2/3
Data quality checks Not checked yet ✓ (best)
Scheduled runs Not checked yet Not checked yet
Version control Not checked yet ✓ (best)
Specs
Deployment Hybrid Not checked yet
Workflow interface Not checked yet Not checked yet
Source connectors Not checked yet Not checked yet
Our review
Pros
  • Combines visual ETL/ELT flows with custom SQL transformations.
  • Supports batch, real-time movement, and log-based change data capture.
  • Connects preparation with quality, governance, and lineage capabilities.
  • Define SQLX transformations, dependencies, and reusable JavaScript actions.
  • Connect Git repositories and visualize compiled workflow dependencies.
  • Add data-quality assertions, scheduled runs, logs, and monitoring.
Cons
  • Pricing is sales-led, with no public tier prices.
  • ETL/ELT transformations start at Premium, not the lower tiers.
  • Preparation is part of a broader integration suite, not a standalone focus.
  • Preparation workflows are centered on BigQuery rather than multiple data platforms.
  • The SQL-first interface may not suit teams seeking visual preparation tools.
  • Google Cloud services used alongside Dataform may incur separate charges.
Our verdict

Qlik Talend Cloud brings data movement and preparation together for teams connecting SaaS applications, databases, files, cloud services, and enterprise systems. It supports batch and real-time pipelines, change data capture, visual…

Read the review →

Dataform is a Google Cloud service for analysts and data engineers who prepare data in BigQuery through versioned, scheduled SQL workflows. SQLX defines tables, views, incremental tables, and materialized views; JavaScript workflow actions…

Read the review →
  1. Qlik Talend CloudData Preparation for Analytics 8.8Pricing on request
  2. DataformData Preparation for Analytics 8.5Free plan

Strengths and trade-offs

  • Qlik Talend Cloud — where it wins

    • Combines visual ETL/ELT flows with custom SQL transformations.
    • Supports batch, real-time movement, and log-based change data capture.
    • Connects preparation with quality, governance, and lineage capabilities.

    Where it doesn't

    • Pricing is sales-led, with no public tier prices.
    • ETL/ELT transformations start at Premium, not the lower tiers.
    • Preparation is part of a broader integration suite, not a standalone focus.

  • Dataform — where it wins

    • Define SQLX transformations, dependencies, and reusable JavaScript actions.
    • Connect Git repositories and visualize compiled workflow dependencies.
    • Add data-quality assertions, scheduled runs, logs, and monitoring.

    Where it doesn't

    • Preparation workflows are centered on BigQuery rather than multiple data platforms.
    • The SQL-first interface may not suit teams seeking visual preparation tools.
    • Google Cloud services used alongside Dataform may incur separate charges.
  • Qlik Talend Cloud8.8/10 · Pricing on request

    Combines data preparation with replication, CDC, governance, and pipeline automation.

    Visit QlikFull verdict →
  • Dataform8.5/10 · Free plan

    A free, code-first option for teams preparing BigQuery data with SQLX.

    Visit DataformFull verdict →

More comparisons

All data preparation for analytics comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update