SourceMedium vs Stitch Data
An evidence-backed comparison across integrations, attribution, data freshness, SQL access, pricing, and support.
| Feature | ||
|---|---|---|
| Integrations & Data Sources | Commerce, ads, email, subscriptions, and ops, reconciled daily with 4,000+ automated quality checks | Soft sunset — homepage redirects to Qlik signup, no new connectors since Winter 2023 |
| Data Freshness | The maintained platform baseline is complete through the prior day. Some connectors support faster incremental updates. | Existing pipelines still run, but no maintenance or updates to source API changes |
| Attribution Models | No SourceMedium pixel is required. SourceMedium reconstructs observed purchase journeys from the tracking and first-party data sources already available. | Not included — Stitch was ELT-only, no analytics of any kind |
| Cohort / CLTV | Pre-built analytics modules including LTV, repurchase, retention, and new customer analysis | Not included — Stitch moved data, it didn't analyze it |
| Dashboards & Visualization | Pre-built dashboards and forkable Looker Studio templates. Analytical answers can expose the underlying SQL. Documentation and methodology answers cite the governing sources. | Not included — required a separate BI tool |
| Custom Metrics | Define a metric once and use it across dashboards, SQL, and AI. | Not included — required dbt or custom SQL on a separate warehouse |
| Data Access & Exports | Managed BigQuery foundation with included compute and direct query access to modeled tables | Loaded into your warehouse — but Stitch is no longer maintained |
| Support & Success | Initial onboarding includes solution hours with a US-based Customer Solutions Engineer. Onboarding and ongoing platform support are included. | Ticket-based support; dedicated engineering resources required |
Sources (16)
Based on publicly available documentation, last verified July 2026.
Pricing overview
How SourceMedium and Stitch Data pricing compares.
SourceMedium
- Model
- Month-to-month commitment.
- Starting price
- Provided after scope review
- Limits
- Usage overages may apply and are explained before signing.
Stitch Data
- Model
- Legacy pricing — new signups redirect to Qlik
- Starting price
- N/A (effectively end-of-life)
- Tiers
- Migration to Qlik is the only path forward
- Limits
- No new features, no new connectors, no API maintenance
What happened to Stitch Data
Stitch Data was acquired by Talend, which was then acquired by Qlik. The product is now in a soft sunset — the homepage redirects to Qlik's signup page with migration toolkits, and no new features or connectors have shipped since Winter 2023. Brands that built their ecommerce data pipelines on Stitch now face a forced migration.
This is the fundamental risk of the modern data stack approach: when one vendor in your tool chain gets acquired or sunset, the ripple effects hit everything downstream. Stitch didn't just move data — it was the foundation that warehouses, dbt models, and dashboards depended on. Replacing it means rebuilding the entire pipeline.
Why this is an opportunity, not just a migration
If you're being forced off Stitch, you're already doing the hard part: re-evaluating your data infrastructure. The question is whether to replace Stitch with another ELT tool and keep managing the tools around it, or consolidate commerce ingestion, transformation, analytics, and reporting in one platform.
Consolidate the tools around the ELT layer. Stitch was one piece of a pipeline that also required a warehouse, dbt, a BI tool, and engineering time. SourceMedium integrates connectors, a managed BigQuery foundation, transformation, dashboards, and attribution for commerce analytics. The ELT tool was just the beginning of what you needed; this is a chance to stop assembling parts.
Migrate to a portable data foundation. Your data lands in a managed BigQuery environment with included compute and direct table access. Tableau, dbt, Python, Hex, and other compatible tools connect directly. Customer-owned GCP deployment is available when preferred.
Stop maintaining what should be automated. Stitch required ongoing API maintenance as source schemas changed. SourceMedium runs 4,000+ automated quality checks daily and handles source API changes from Shopify, Meta, and Google Ads without passing the maintenance burden to your team.
Get commerce analytics, not only data movement. Stitch moved data. SourceMedium includes maintained attribution, LTV, cohort, and margin definitions across seven reporting modules.
Migration help built into onboarding: For supported standard connectors, SourceMedium handles authorization guidance, historical backfill, modeling, reconciliation, testing, and dashboard setup. Your team grants access, confirms key definitions, and approves the validated outputs. Custom sources are scoped separately. Ongoing platform support is included.
When replacing Stitch with another ELT tool makes sense
If your Stitch pipelines support workloads well beyond ecommerce — multi-department data consolidation, database replication, or enterprise-wide infrastructure — replacing just the ELT layer (with Fivetran, Airbyte, or another connector platform) may be the right call. But if ecommerce analytics is the primary use case, rebuilding the same fragile stack with a different ELT tool repeats the pattern that got you here.
More comparisons
See how SourceMedium compares with other ecommerce analytics platforms and data stacks.
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